{
 "schema": 1,
 "system": "claude-haiku-5-5",
 "label": "Claude Haiku 5.5",
 "model": "claude-haiku-5-5",
 "adapter": "anthropic",
 "stub": false,
 "questions_file": "data/benchmark/questions-2026-10-29.json",
 "questions_sha1": "a918294edc6f6dfe715fd6ec687cca154f60d7d8",
 "set": "sample100",
 "run_at": "2026-10-30T11:48:44Z",
 "budget_usd": 0.5,
 "estimate_usd": [
  0.0156,
  0.061
 ],
 "cost_usd": 0.024502,
 "system_prompt": "You are a helpful assistant. Answer the question about a US-listed ETF directly, giving the number asked for.",
 "answers": [
  {
   "id": "q001",
   "at": "2026-10-30T11:43:42Z",
   "ms": 2618,
   "text": "I can't give you that number. I don't have price or distribution data for ALTY covering October 29, 2025 through October 29, 2026, and I can't see live market data.\n\nTo get the total return with distributions reinvested:\n\n- **Yahoo Finance or Morningstar:** Look up ALTY, open the historical data, and use the \"Adj Close\" column, which reflects reinvested dividends. Total return = (Adj Close on 10/29/2026 ÷ Adj Close on 10/29/2025) − 1.\n- **Global X's website (globalxetfs.com):** The fund page lists historical performance, including total return based on NAV.\n- **Portfolio Visualizer:** Enter ALTY with your date range to get dividend-adjusted returns.\n\nIf you share the start and end prices and the distributions paid in between, I can calculate the total return for you.",
   "error": null,
   "usage": {
    "input": 98,
    "output": 427
   },
   "cost_usd": 0.000223,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q002",
   "at": "2026-10-30T11:43:45Z",
   "ms": 3288,
   "text": "I can't give you that number. I don't have price or distribution data for GMOD, and I can't know returns for a period ending October 29, 2026, if that date is still in the future.\n\nTo find the total return once that period has passed, you can check:\n\n- **Fund sponsor:** GMO's website publishes NAV and total return numbers, including distributions reinvested.\n- **Financial data sites:** Yahoo Finance, Morningstar, or Fidelity list total return over custom date ranges, typically with dividends reinvested.\n- **Your brokerage:** Most platforms show total return for a holding over a chosen period.\n\nVerify the ticker as well. I'm not certain GMOD is the correct symbol for the GMO Dynamic Allocation ETF, so confirm it against the fund's prospectus or the sponsor's site before relying on any number.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 538
   },
   "cost_usd": 0.000279,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q007",
   "at": "2026-10-30T11:43:48Z",
   "ms": 3125,
   "text": "I can't give that number. I don't have access to live or future market data, and October 29, 2026 may be after today's date. Also, CAOS is the **Alpha Architect 1-3 Month Box ETF**, not a tail risk fund.\n\nTo get the total return with distributions reinvested for that period:\n\n- **Yahoo Finance or Morningstar:** Look up CAOS, open the historical data, and use the \"Adj Close\" column, which accounts for dividends and distributions. Return = (Adj Close on Oct 29, 2026 ÷ Adj Close on Oct 29, 2025) − 1.\n- **Fund website:** Alpha Architect publishes total return numbers on the CAOS product page.\n- **Your brokerage:** Most platforms calculate total return with reinvested distributions in the performance or cost-basis reports.\n\nIf you share the closing prices or adjusted closes for those two dates, I can calculate the return for you.",
   "error": null,
   "usage": {
    "input": 102,
    "output": 495
   },
   "cost_usd": 0.000258,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q008",
   "at": "2026-10-30T11:43:51Z",
   "ms": 3351,
   "text": "I can't give you that number. The period ends October 29, 2026, and I don't have market data for it. Any number I stated would be invented.\n\nTo get the actual total return with distributions reinvested:\n\n- **Yahoo Finance:** Pull DBMF's historical prices for the two dates and use the \"Adj Close\" column, which accounts for distributions. Adjusted close is the usual proxy for total return.\n- **Portfolio Visualizer:** Enter DBMF with the date range to get a total return calculation that includes dividends.\n- **iMGP or Morningstar:** The fund's website and Morningstar list trailing and period returns, typically with distributions reinvested.\n\nThe formula is (Adj Close on Oct 29, 2026 ÷ Adj Close on Oct 29, 2025) − 1. If Oct 29, 2026 falls on a weekend or holiday, use the nearest prior trading day.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 565
   },
   "cost_usd": 0.000293,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q013",
   "at": "2026-10-30T11:43:54Z",
   "ms": 2433,
   "text": "I can't give you that number. I don't have price or distribution data for FCOR covering October 29, 2025 to October 29, 2026, and I can't know returns for a period I don't have data for.\n\nTo get the total return with distributions reinvested:\n\n- **Yahoo Finance or Morningstar:** Look up FCOR, open the historical data, and use the adjusted close, which already reflects reinvested dividends. Compare the adjusted close on Oct 29, 2025 with the one on Oct 29, 2026.\n- **Fidelity's website:** The FCOR fund page lists total return by period, including reinvested distributions.\n- **Manual calculation:** Total return = (Ending price + sum of distributions reinvested at their ex-dates) / Starting price − 1.\n\nIf you share the starting and ending prices and the distributions paid in that window, I can calculate it for you.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 428
   },
   "cost_usd": 0.000224,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q014",
   "at": "2026-10-30T11:43:57Z",
   "ms": 2340,
   "text": "I can't give you that number. Returns for October 29, 2026 are in the future relative to my training data, and I don't have live market data.\n\nTo get the number:\n\n- **Fund websites:** First Trust (ftportfolios.com) lists FEMB's historical total returns with distributions reinvested.\n- **Financial data sites:** Yahoo Finance, Morningstar, and Google Finance show \"adjusted close\" prices, which include reinvested distributions. Set the date range to Oct 29, 2025 to Oct 29, 2026.\n- **Manual calculation:** Total return = (Ending adjusted price ÷ Beginning adjusted price) − 1.\n\nIf you share the adjusted closing prices for those two dates, I can calculate the return for you.",
   "error": null,
   "usage": {
    "input": 108,
    "output": 386
   },
   "cost_usd": 0.000204,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q019",
   "at": "2026-10-30T11:43:59Z",
   "ms": 3796,
   "text": "I can't give you that number. The period ends October 29, 2026, and I don't have access to live or future market data. Any number I gave would be a guess.\n\nTo find it:\n\n- **Yahoo Finance or Morningstar:** Look up IMAR, open the historical prices, and use the \"Adj Close\" column for Oct 29, 2025 and Oct 29, 2026. Adjusted close includes reinvested distributions, so the change between those two dates is the total return.\n- **Innovator's website (innovatoretfs.com):** Fund pages list performance with distributions reinvested.\n- **Manual calculation:** Total return = (ending price + distributions paid during the period) ÷ starting price − 1, assuming distributions are reinvested at the ex-date price.\n\nBecause IMAR is a buffered ETF, its return over a given window depends on its outcome period, which typically resets in March. An October-to-October window doesn't match a full outcome period, so the result may differ noticeably from the buffer and cap levels advertised for a full period.",
   "error": null,
   "usage": {
    "input": 109,
    "output": 627
   },
   "cost_usd": 0.000324,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q020",
   "at": "2026-10-30T11:44:03Z",
   "ms": 3513,
   "text": "I can't give you that number. I don't have price or distribution data for NJUN covering October 29, 2025 to October 29, 2026, and I can't see live market data.\n\nTo get the total return with distributions reinvested:\n\n- **Yahoo Finance or Morningstar:** Look up NJUN's historical prices and use the \"Adj Close\" column, which already reflects reinvested distributions. Total return = (Adj Close on Oct 29, 2026 ÷ Adj Close on Oct 29, 2025) − 1.\n- **Innovator's website (innovatoretfs.com):** Check the NJUN fund page for its performance table, which reports total returns over custom periods.\n- **Your brokerage:** Many platforms show total return for a holding over a chosen date range.\n\nNote that NJUN is a buffer ETF, so its return over a given year depends heavily on when the buffer period started, the cap level, and the underlying Nasdaq-100 performance during that window. Its return can differ substantially from the Nasdaq-100's.",
   "error": null,
   "usage": {
    "input": 109,
    "output": 570
   },
   "cost_usd": 0.000296,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q025",
   "at": "2026-10-30T11:44:07Z",
   "ms": 3450,
   "text": "I can't give you that number. I don't have price or distribution data for BWET covering October 29, 2025 to October 29, 2026, and I can't see live market data.\n\nYou can get the exact number from:\n\n- **Yahoo Finance** (finance.yahoo.com, ticker BWET, \"Historical Data\"): use the **Adj Close** column for both dates. Adjusted close already reflects distributions reinvested, so the total return is (Adj Close on Oct 29, 2026 ÷ Adj Close on Oct 29, 2025) − 1.\n- **Portfolio Visualizer** or **Morningstar**: these calculate total return with dividends reinvested for a chosen date range.\n- **ETF Managers Group** (the fund sponsor): the fund's website lists historical NAV total returns.\n\nIf you share the closing prices and distributions for those dates, I can calculate the total return for you. BWET is a volatile fund tied to tanker freight rates, so expect large swings in the result.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 658
   },
   "cost_usd": 0.000339,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q026",
   "at": "2026-10-30T11:44:10Z",
   "ms": 4468,
   "text": "I can't give you that number. CMDY's total return for October 29, 2025 to October 29, 2026 depends on market prices and distributions during that period, and I don't have data for it. If that window hasn't closed yet, the number doesn't exist.\n\nTo get it once the period ends:\n\n- **Yahoo Finance or Morningstar:** Enter CMDY, open the historical data or performance tab, and set the date range. Look for \"adjusted close\" (Yahoo) or \"total return\" (Morningstar), since those numbers include reinvested distributions.\n- **iShares.com:** The fund page shows total return by period, with distributions reinvested.\n- **Calculation:** (Ending price + reinvested distributions per share) / Beginning price − 1. Adjusted close prices handle the reinvestment for you.\n\nI can also explain how CMDY's roll-select methodology works, or how commodity ETFs generally behave relative to spot prices, if that would help.",
   "error": null,
   "usage": {
    "input": 111,
    "output": 494
   },
   "cost_usd": 0.000258,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q031",
   "at": "2026-10-30T11:44:14Z",
   "ms": 3015,
   "text": "I can't give you that number. I don't have price or distribution data for DOJE covering October 29, 2025 through October 29, 2026, and I can't see live market data.\n\nTo find it:\n\n- **Yahoo Finance or Morningstar:** Enter DOJE, open the historical data or performance page, and set the date range. Adjusted-close series include reinvested distributions.\n- **REX Shares website (rexshares.com):** The fund page lists NAV total returns and distribution history.\n- **Calculation:** If you have the adjusted closing prices, total return = (Adjusted close on Oct 29, 2026 ÷ Adjusted close on Oct 29, 2025) − 1.\n\nNote that DOJE is a single-token-linked fund, so its returns will track DOGE's price movements closely and may diverge from them because of fees and fund structure.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 453
   },
   "cost_usd": 0.000237,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q037",
   "at": "2026-10-30T11:44:17Z",
   "ms": 3369,
   "text": "I can't give you that number. The period ends Oct 29, 2026, and I don't have price or distribution data for that date. Even for past periods, I can't look up live market data.\n\nTo get the number yourself:\n\n1. **Pull adjusted price history** for AIYY from Yahoo Finance, Google Finance, or your brokerage. The \"Adj Close\" column already reflects reinvested distributions.\n2. **Calculate the return:** (Adj Close on Oct 29, 2026 ÷ Adj Close on Oct 29, 2025) − 1.\n3. **Check the fund's total return table** on the YieldMax website or in its prospectus/annual report, which reports standardized total returns.\n\nIf you're evaluating AIYY, note that its high distribution yield comes largely from covered-call option premiums and can coincide with significant erosion in the share price. Look at total return, not just the yield.",
   "error": null,
   "usage": {
    "input": 104,
    "output": 529
   },
   "cost_usd": 0.000275,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q043",
   "at": "2026-10-30T11:44:21Z",
   "ms": 3653,
   "text": "I can't give you that number. I don't have price data for BOEU covering October 29, 2025 through October 29, 2026, and I can't access live market data. Making up a number would be misleading.\n\nTo get it:\n\n- **Yahoo Finance or Morningstar:** Pull BOEU's historical prices and use the \"Adj Close\" column, which includes dividend reinvestment. Total return = (Adj Close on 10/29/2026 ÷ Adj Close on 10/29/2025) − 1.\n- **Direxion's website:** Fund pages list total return over standard periods, and their performance tables show distributions-reinvested numbers.\n- **Brokerage platform:** Many show total return with dividends reinvested for a custom date range.\n\nKeep in mind that BOEU resets its leverage daily. Over a full year, its return can differ substantially from 2× Boeing's stock return, especially in volatile markets, because of volatility decay and compounding. Its return also won't simply match the return of Boeing stock over the same period.",
   "error": null,
   "usage": {
    "input": 104,
    "output": 576
   },
   "cost_usd": 0.000298,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q049",
   "at": "2026-10-30T11:44:24Z",
   "ms": 2400,
   "text": "I can't give you that number. The period ends October 29, 2026, and I don't have access to live or future market data. Any number I gave would be invented.\n\nTo get the actual total return with distributions reinvested:\n\n- **Fund sponsor:** KraneShares publishes historical NAV and total return data for BUYO on its website (kraneshares.com).\n- **Financial data sites:** Yahoo Finance, Morningstar, and Portfolio Visualizer list \"adjusted close\" prices, which reflect reinvested distributions. Set the date range to 10/29/2025–10/29/2026 and compute (ending adjusted price ÷ starting adjusted price) − 1.\n- **Brokerage platforms** often show total return over custom periods.\n\nIf you share the starting and ending prices and any distributions paid in that window, I can help you calculate the total return by hand.",
   "error": null,
   "usage": {
    "input": 105,
    "output": 422
   },
   "cost_usd": 0.000221,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q055",
   "at": "2026-10-30T11:44:27Z",
   "ms": 4053,
   "text": "I can't give you that number. The period ends October 29, 2026, and I don't have price or distribution data that recent. Any number I gave would be invented.\n\nTo get the actual total return with distributions reinvested:\n\n- **Yahoo Finance or Morningstar:** Look up ARKX, open the historical data, and use the adjusted close, which accounts for distributions. Compare the adjusted close on Oct 29, 2026 with the adjusted close on Oct 29, 2025.\n- **ARK Invest's website (ark-funds.com):** It publishes performance tables, including total return numbers for set periods.\n- **Formula:** (Adjusted close on Oct 29, 2026 ÷ Adjusted close on Oct 29, 2025) − 1, expressed as a percentage.\n\nIf Oct 29, 2026 falls on a non-trading day, use the last trading day before it. ARKX has also historically paid small distributions, so the adjusted-close method is the simplest way to capture them.",
   "error": null,
   "usage": {
    "input": 102,
    "output": 450
   },
   "cost_usd": 0.000235,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q061",
   "at": "2026-10-30T11:44:31Z",
   "ms": 3118,
   "text": "I can't give you that number. I don't have AFIF's distribution history, and October 29, 2026 may be after the data I was trained on, so I can't verify what it paid.\n\nTo calculate it yourself:\n\n1. **Get the distribution history.** Look up AFIF's distribution table on Anfield's website or on a source like Nasdaq, Yahoo Finance, or the SEC filings. Add up the per-share distributions with ex-dates from October 30, 2025 through October 29, 2026.\n2. **Get the reference price.** Find AFIF's closing price on October 29, 2025 (or its adjusted close, if you want to account for reinvestment).\n3. **Divide.** Total distributions ÷ October 29, 2025 price × 100 = the percentage.\n\nIf the fund pays monthly, you'll typically see about 12 entries for the period. Note that distributions can include return of capital or capital gains, so check the tax character if that matters to you.",
   "error": null,
   "usage": {
    "input": 115,
    "output": 546
   },
   "cost_usd": 0.000284,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q062",
   "at": "2026-10-30T11:44:34Z",
   "ms": 4844,
   "text": "I can't give you that number. I don't have access to live or future market data, and the period you're asking about (through October 29, 2026) may be after my knowledge cutoff.\n\nYou can calculate it yourself:\n\n1. **Sum the distributions** per share paid over the 12 months ending October 29, 2026. Invesco publishes these on the BSMQ product page under \"Distributions,\" and the SEC's EDGAR filings and sites like Nasdaq or Morningstar list them too.\n2. **Get the Oct 29, 2025 price.** Use the closing market price, or the NAV if you want to exclude market-price premium or discount.\n3. **Divide** the total distributions by that price and multiply by 100.\n\nKeep in mind that BSMQ is a defined-maturity fund that terminates around the end of 2026. Its final payout may include a liquidation distribution, which would raise the total for that year and is not a typical recurring distribution.",
   "error": null,
   "usage": {
    "input": 114,
    "output": 763
   },
   "cost_usd": 0.000393,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q073",
   "at": "2026-10-30T11:44:39Z",
   "ms": 5104,
   "text": "I can't give you that number. I don't have access to live market data, and the period you're asking about (through October 29, 2026) is likely beyond what I know.\n\nTo calculate it yourself:\n\n1. **Get the closing price on October 29, 2025** from Yahoo Finance, Nasdaq.com, or your brokerage's historical price tool.\n2. **List every distribution with an ex-dividend date from October 30, 2025 through October 29, 2026.** The distribution history is on the fund's website (GraniteShares), Nasdaq.com's dividend history page, or the Dividend tab on Yahoo Finance. Use ex-dates, not pay dates, since the ex-date determines which year a payout belongs to.\n3. **Sum the distributions** and divide by the October 29, 2025 closing price. Multiply by 100 for the percentage.\n\nBecause COYY uses a covered-call strategy on Coinbase, its payouts vary a lot from month to month and can be large relative to its share price. Its price can also fall sharply, so the trailing yield on the original price can differ widely from total return. If you send me the distribution amounts and the October 2025 price, I can do the math for you.",
   "error": null,
   "usage": {
    "input": 108,
    "output": 909
   },
   "cost_usd": 0.000465,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q074",
   "at": "2026-10-30T11:44:44Z",
   "ms": 3692,
   "text": "I can't give you that number. I don't have access to live or future market data, and October 29, 2026 may be after my training data ends. Making up a number would be worse than no number.\n\nYou can get the exact number this way:\n\n1. **Get the distribution history.** The FT Partners website (ftportfolios.com) lists EIPI's per-share distributions by ex-date. Nasdaq.com, Yahoo Finance (Dividend History), and ETF.com show the same data.\n2. **Sum the distributions** with ex-dates from Oct 30, 2025 through Oct 29, 2026. EIPI pays monthly, so this should be about 12 payments. Use the ex-dates, not the pay dates.\n3. **Get the Oct 29, 2025 closing price** from a historical price source. Use the closing price, or the NAV if you want the fund's own return measure.\n4. **Calculate:** (Total distributions per share ÷ Oct 29, 2025 price) × 100.\n\nThis gives the distribution yield on the starting price. If you want the total return including price change, you'd also need the Oct 29, 2026 price. Distributions may include return of capital, which is worth noting if you're comparing income with returns.",
   "error": null,
   "usage": {
    "input": 110,
    "output": 663
   },
   "cost_usd": 0.000342,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q084",
   "at": "2026-10-30T11:44:48Z",
   "ms": 3911,
   "text": "I can't give you that number. I don't have access to live or future market data, and October 29, 2026 may be after my knowledge cutoff. I also don't have a reliable record of BBC's distribution history to estimate it from.\n\nAlso, BBC is the **Virtus LifeSci Biotech Clinical Trials ETF**, so you may want to search under that name.\n\nTo calculate it yourself:\n\n1. **Find the distributions** in the 12 months ending October 29, 2026. The fund's website (Virtus ETFs) and the \"Distributions\" tab on sites like Nasdaq, Yahoo Finance, or ETF.com list each payment with its ex-dividend date.\n2. **Find the price on October 29, 2025**, using the closing price (or adjusted close, if you want total return).\n3. **Divide** the sum of the distributions by that price and multiply by 100.\n\nKeep in mind that the distributions paid in the period are the ones that matter, so use ex-dividend dates within that window. If you want the number adjusted for reinvestment, use a total-return source or the adjusted close.",
   "error": null,
   "usage": {
    "input": 107,
    "output": 679
   },
   "cost_usd": 0.00035,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q085",
   "at": "2026-10-30T11:44:52Z",
   "ms": 3264,
   "text": "I can't give that number. The period ends October 29, 2026, and I don't have access to future market data or to DIEM's distribution records.\n\nTo calculate it yourself:\n\n1. **Find the October 29, 2025 closing price** (or NAV) from Yahoo Finance, Franklin Templeton's site, or your brokerage's historical price tool.\n2. **List every distribution with an ex-dividend date from October 30, 2025 through October 29, 2026.** Franklin Templeton's DIEM distribution history page, or the \"Dividends\" tab on Yahoo Finance, lists these.\n3. **Sum the per-share distributions** and divide by the October 29, 2025 price, then multiply by 100.\n\nThe result is the distribution yield for that period as a percent of the starting price. Note that it doesn't include price changes, and if you want a total return you'd need to add those in.",
   "error": null,
   "usage": {
    "input": 115,
    "output": 531
   },
   "cost_usd": 0.000277,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q096",
   "at": "2026-10-30T11:44:55Z",
   "ms": 2504,
   "text": "I don't have a reliable number for APRW's upside cap for the April 1, 2026 to March 31, 2027 outcome period, and I won't guess. Caps for these buffer ETFs are reset at the start of each outcome period, so the number has to come from a current source. You can find it on the fund's webpage (the AllianzIM buffer ETF site or the fund's daily outcome tracker), in the outcome-period announcement or press release from the start of April 2026, or in the fund's current prospectus or annual report. The cap quoted there is before fees, as you noted.",
   "error": null,
   "usage": {
    "input": 115,
    "output": 438
   },
   "cost_usd": 0.00023,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q097",
   "at": "2026-10-30T11:44:57Z",
   "ms": 2584,
   "text": "I don't have that number. BALT's upside cap resets each quarterly outcome period, and I don't have data for the period running September 30, 2026 to December 31, 2026.\n\nYou can find the cap on Innovator's website (innovatoretfs.com) on BALT's page, which lists the current outcome period's cap, buffer, and start and end dates. Innovator also publishes the caps for upcoming periods, typically at the start of each period. Your brokerage's ETF research tools may show it too.",
   "error": null,
   "usage": {
    "input": 112,
    "output": 367
   },
   "cost_usd": 0.000195,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q126",
   "at": "2026-10-30T11:45:00Z",
   "ms": 2234,
   "text": "**15%.** DDFL's buffer covers the first 15% of losses in the reference asset over its outcome period starting June 30, 2026. Losses beyond that 15% are borne by the fund's shareholders.",
   "error": null,
   "usage": {
    "input": 110,
    "output": 369
   },
   "cost_usd": 0.000196,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q127",
   "at": "2026-10-30T11:45:02Z",
   "ms": 3681,
   "text": "DDFM buffers the **first 15%** of the reference asset's losses over its outcome period. If the reference asset falls by 15% or less, the fund absorbs that decline, but losses beyond 15% are borne by the investor. The buffer applies only if you hold the ETF from the outcome period's start to its end, and it does not protect against losses from buying at a different point. Check the fund's website or prospectus for the current cap and exact terms for the period starting February 28, 2026.",
   "error": null,
   "usage": {
    "input": 110,
    "output": 614
   },
   "cost_usd": 0.000318,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q146",
   "at": "2026-10-30T11:45:06Z",
   "ms": 2960,
   "text": "I can't check the prospectus itself, but AOA's net expense ratio has been **0.15%** in recent years. Fund fees can change, so confirm the number against the prospectus dated around November 21, 2025 on iShares.com or the SEC's EDGAR database.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 427
   },
   "cost_usd": 0.000224,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q147",
   "at": "2026-10-30T11:45:09Z",
   "ms": 3425,
   "text": "I don't have a reliable number for DPRE's net expense ratio as stated in its prospectus on December 22, 2025, so I can't give you a number without risking an error.\n\nTo find it:\n- **Prospectus:** the fee table in the summary section, under \"Annual Fund Operating Expenses.\" The \"net\" number is after any fee waivers or expense reimbursements.\n- **Fund website:** the ETF's page, which lists the current expense ratio.\n- **Issuer's site or SEC EDGAR:** the prospectus filed around that date.\n- **Financial data sites** such as Morningstar or ETF.com, which usually show the expense ratio.\n\nI'd also confirm the ticker's current fund name against a provider's listing, since fund names and ticker associations can change.",
   "error": null,
   "usage": {
    "input": 111,
    "output": 568
   },
   "cost_usd": 0.000295,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q153",
   "at": "2026-10-30T11:45:12Z",
   "ms": 4928,
   "text": "I can't give you a reliable number for CAOS's net expense ratio as stated in its January 28, 2026 prospectus. I don't have that document, and I don't remember the exact number well enough to state it without risking an error.\n\nTo find it:\n- **SEC EDGAR** (sec.gov, search for the fund's CIK or ticker): the prospectus or 497K filing dated around that date lists the \"Annual Fund Operating Expenses\" table, where the net expense ratio appears after any fee waivers.\n- **The issuer's website** (Alpha Architect): the fund page and its prospectus archive.\n- **Fund data sites** such as Morningstar or ETF.com, which show the current net expense ratio, though not necessarily the number from that specific date.\n\nIf you share the prospectus excerpt, I can help you read the fee table and distinguish the gross and net ratios.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 922
   },
   "cost_usd": 0.000471,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q154",
   "at": "2026-10-30T11:45:17Z",
   "ms": 3567,
   "text": "I don't have the CTAP prospectus dated December 3, 2025, so I can't give you the net expense ratio stated in it without risking a wrong number.\n\nTo find it:\n\n- **SEC EDGAR** (sec.gov): search for Simplify Exchange Traded Funds, select the CTAP series, and open the prospectus or 485BPOS filing dated around that date. The \"Annual Fund Operating Expenses\" table lists the gross expense ratio, any fee waiver, and the net expense ratio.\n- **Simplify's website** (simplify.us): the CTAP fund page lists the current net expense ratio and the prospectus.\n\nMake sure you use the net number after waivers, not the gross one, since the question asks for the net ratio.",
   "error": null,
   "usage": {
    "input": 105,
    "output": 544
   },
   "cost_usd": 0.000282,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q160",
   "at": "2026-10-30T11:45:21Z",
   "ms": 2121,
   "text": "I can't access the December 18, 2025 prospectus, so I can't confirm the exact number it stated. To my knowledge, BSMW's net expense ratio has been **0.10%**, the same as the other Invesco BulletShares municipal bond ETFs. Fee levels can change, so check the current prospectus or Invesco's fund page to confirm.",
   "error": null,
   "usage": {
    "input": 103,
    "output": 288
   },
   "cost_usd": 0.000154,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q161",
   "at": "2026-10-30T11:45:23Z",
   "ms": 2451,
   "text": "I don't have the January 28, 2026 prospectus, so I can't confirm the number as stated on that date. My best recollection is **0.24%**, but treat that as unverified.\n\nTo confirm it, check the fee table in the current summary prospectus on Calvert's website or on SEC EDGAR, or look at the expense ratio listed on the fund's page at your brokerage or on ETF data sites. The fee table will show the net expense ratio after any fee waivers, which is the number you asked about.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 497
   },
   "cost_usd": 0.000258,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q167",
   "at": "2026-10-30T11:45:25Z",
   "ms": 2895,
   "text": "I can't verify the exact number from the prospectus as of December 29, 2025. My best recollection is a net expense ratio of about **0.82%**, but please treat that as unconfirmed.\n\nTo get the exact number, check the fee table in the fund's most recent prospectus or summary prospectus, available at sec.gov (EDGAR) or on First Trust's website. The fee table lists the gross and net expense ratios, and the net number reflects any fee waivers or reimbursements.",
   "error": null,
   "usage": {
    "input": 105,
    "output": 544
   },
   "cost_usd": 0.000282,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q168",
   "at": "2026-10-30T11:45:28Z",
   "ms": 3673,
   "text": "I can't give you that number reliably. I don't have the prospectus text for DDFF as of October 29, 2026, and I can't confirm the fund's current fee terms. Innovator's buffer ETFs have generally charged management fees in the high-0.70% range, but I don't know the net expense ratio for this specific fund on that date.\n\nTo get the exact number:\n\n- **SEC EDGAR (sec.gov):** Search for Innovator ETFs Trust and find the fund's 485BPOS or 497 prospectus filed around that date. The \"Annual Fund Operating Expenses\" table in the fee summary lists the gross and net expense ratios, and any fee waiver or expense limitation is footnoted there.\n- **Innovator's website (innovatoretfs.com):** Each fund page has the current prospectus and expense ratio.\n\nThe net ratio may be lower than the gross ratio if the adviser has a contractual fee waiver, so check the footnotes.",
   "error": null,
   "usage": {
    "input": 107,
    "output": 704
   },
   "cost_usd": 0.000363,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q174",
   "at": "2026-10-30T11:45:32Z",
   "ms": 2740,
   "text": "I don't have reliable information on CMDT's net expense ratio as stated in its prospectus on October 24, 2025, so I can't give you a number I'd stand behind.\n\nTo find it, check the fund's most recent prospectus or summary prospectus, which lists the \"Annual Fund Operating Expenses\" table with the management fee, other expenses, and any fee waiver that produces the net expense ratio. You can get it from PIMCO's website (pimco.com) or from the SEC's EDGAR database (sec.gov), searching for the fund name or ticker. The prospectus dated around that time will show the number in effect then.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 504
   },
   "cost_usd": 0.000263,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q175",
   "at": "2026-10-30T11:45:35Z",
   "ms": 3819,
   "text": "I can't give you a reliable number for that. I don't have access to the fund's prospectus as it read on February 26, 2026, and I'm not certain that \"COMD\" is the ticker for a Global X Commodity Strategy ETF, so I'd rather not guess at a fee.\n\nTo find the number:\n\n- **Check the prospectus.** The \"Fees and Expenses of the Fund\" table shows the expense ratio before and after any fee waivers. The net number is the one after waivers. The prospectus filing date should be on the SEC's EDGAR site (sec.gov), under the fund's CIK or the filing's date.\n- **Check the fund's website.** Global X publishes current fee information, though it reflects today's terms rather than the February 2026 version.\n- **Check a fund data provider.** Morningstar, ETF.com, or your brokerage's fund page list the net expense ratio, but they show current numbers, not historical ones.\n\nIf you can tell me the full fund name or the CUSIP, I can help you work out where to look.",
   "error": null,
   "usage": {
    "input": 93,
    "output": 660
   },
   "cost_usd": 0.000339,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q181",
   "at": "2026-10-30T11:45:38Z",
   "ms": 2708,
   "text": "I can't confirm the number in a prospectus dated August 12, 2026, because I don't have access to that document or to live fund filings. As of my most recent information, BTCW's management fee was **0.30%** per year. Since it is a fund that holds bitcoin directly with no other significant operating expenses, its net expense ratio has likely matched that fee, but a fee waiver or change could have altered it.\n\nTo get the exact number in effect on that date, check the fund's prospectus or summary prospectus filed with the SEC (on EDGAR or WisdomTree's website), or the fee table in its most recent annual or semiannual shareholder report.",
   "error": null,
   "usage": {
    "input": 95,
    "output": 426
   },
   "cost_usd": 0.000222,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q182",
   "at": "2026-10-30T11:45:41Z",
   "ms": 3076,
   "text": "I don't have the fee table from a prospectus dated September 28, 2026, so I can't give you that number reliably. I also can't confirm the fund's current fee details, since they may have changed.\n\nTo find the net expense ratio as stated in that prospectus:\n\n- **SEC EDGAR** (sec.gov/edgar): search for the fund's ticker or trust name and filter for 485BPOS or 497 filings around that date. The \"Annual Fund Operating Expenses\" table in the prospectus lists the gross expense ratio, any fee waivers, and the net expense ratio.\n- **The issuer's website**: fund sponsors usually post current and past prospectuses.\n- **Fund data providers** such as Morningstar or ETF.com, which show the expense ratio history.\n\nIf you share the prospectus text or the fee table, I can help you read it.",
   "error": null,
   "usage": {
    "input": 93,
    "output": 574
   },
   "cost_usd": 0.000296,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q188",
   "at": "2026-10-30T11:45:44Z",
   "ms": 2511,
   "text": "I can't access the prospectus as it stood on April 1, 2026, so I can't confirm that date's number. From my training data, APRJ's net expense ratio is **0.79%**, the unitary management fee that Innovator charges across its Premium Income 30 Barrier ETF series. Fee terms can change, so check the current prospectus or Innovator's website (innovatorETFs.com) for the number in effect on your date.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 462
   },
   "cost_usd": 0.000241,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q189",
   "at": "2026-10-30T11:45:47Z",
   "ms": 2805,
   "text": "I don't have a reliable number for BIOY's net expense ratio as stated in its prospectus on October 27, 2025, so I can't give you that number with confidence.\n\nTo find it, check:\n- **The prospectus** on GraniteShares' website (graniteshares.com) or the SEC's EDGAR database (sec.gov). Look for the \"Annual Fund Operating Expenses\" table, which shows the gross and net expense ratios. The prospectus date and any fee waiver terms are listed there too.\n- **The fund's annual or semi-annual shareholder reports**, which often note expense ratios.\n\nIf you share the prospectus excerpt, I can help you read the fee table.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 546
   },
   "cost_usd": 0.000283,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q195",
   "at": "2026-10-30T11:45:50Z",
   "ms": 3739,
   "text": "I don't have a reliable number for AVAZ's net expense ratio as stated in its prospectus on May 15, 2026. I can't confirm that the ticker is a currently listed 2x Avalanche ETF, and I don't have access to fund filings from that date.\n\nTo find the number:\n\n- **SEC EDGAR (sec.gov):** Search the fund's name or ticker and look for its most recent 497 prospectus or N-1A filing. The \"Annual Fund Operating Expenses\" table shows the gross and net expense ratios, and any fee waiver is disclosed in a footnote.\n- **The issuer's website:** The fund page usually lists the expense ratio alongside the prospectus.\n- **Fund data providers** such as Morningstar or ETF.com, which typically show the net expense ratio.\n\nIf you can share the issuer's name or the prospectus link, I can help you read the fee table.",
   "error": null,
   "usage": {
    "input": 89,
    "output": 655
   },
   "cost_usd": 0.000336,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q196",
   "at": "2026-10-30T11:45:53Z",
   "ms": 4162,
   "text": "I don't have a reliable number for BRKL's net expense ratio, and I can't verify that this fund exists under that name and ticker. I also don't have access to prospectus filings from June 29, 2026.\n\nTo find the number, check the fund's most recent prospectus or summary prospectus on the SEC's EDGAR database (sec.gov/edgar), or on the issuer's website. The \"Fees and Expenses of the Fund\" table lists the net expense ratio, which reflects any fee waivers. If you have the prospectus, I can help you read that table.",
   "error": null,
   "usage": {
    "input": 97,
    "output": 375
   },
   "cost_usd": 0.000197,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q202",
   "at": "2026-10-30T11:45:57Z",
   "ms": 3078,
   "text": "I can't give you that number reliably. I don't have a verified record of AFOS's prospectus terms, and I can't confirm the fund's fee details as of September 23, 2026.\n\nTo find the number:\n\n- **Check the prospectus on SEC EDGAR** (sec.gov/edgar). Search for the fund's name or ticker, and look for the 485BPOS or 497 filings closest to that date. The fee table is near the front, under \"Annual Fund Operating Expenses.\" Use the line labeled \"net\" or \"after fee waiver,\" if one is shown.\n- **Check the issuer's website**, which usually posts current and past prospectuses.\n- **Check the fund's page on a data provider** such as Morningstar or ETF.com, which lists the expense ratio, though these may show the current rate rather than the rate on that specific date.",
   "error": null,
   "usage": {
    "input": 98,
    "output": 485
   },
   "cost_usd": 0.000252,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q203",
   "at": "2026-10-30T11:46:01Z",
   "ms": 2613,
   "text": "I can't verify the number in the February 27, 2026 prospectus. My best recollection is that BKEM's net expense ratio is about **0.04%**, but I'm not certain, and fees can change between prospectus versions.\n\nTo confirm, check the \"Annual Fund Operating Expenses\" table in the fund's current prospectus or summary prospectus on the BNY Mellon ETF website or SEC EDGAR. Look for the \"Total annual fund operating expenses after fee waiver and/or expense reimbursement\" line, which is the net ratio. If the fund has an expense waiver, that net number may differ from the gross ratio.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 521
   },
   "cost_usd": 0.000271,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q209",
   "at": "2026-10-30T11:46:03Z",
   "ms": 2813,
   "text": "I can't access the AOTG prospectus as it stood on October 2, 2026, so I can't confirm that specific number. As of my most recent information, AOTG's net expense ratio was **0.75%**. Fee waivers or caps can change the net number, and the rate can change over time.\n\nTo check the number for that date, look at the prospectus filed with the SEC (EDGAR, under AOT's fund filings) or the fund's website, in the \"Fees and Expenses\" table. The net expense ratio is the amount after any fee waivers or reimbursements.",
   "error": null,
   "usage": {
    "input": 94,
    "output": 502
   },
   "cost_usd": 0.00026,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q210",
   "at": "2026-10-30T11:46:06Z",
   "ms": 3541,
   "text": "I can't verify BCOR's net expense ratio as stated in its prospectus on April 30, 2026, and I don't want to guess at a number. The number is in the fee table of the fund's prospectus or summary prospectus, which you can find on Grayscale's website (grayscale.com) or in SEC EDGAR under the fund's filings. Look for the \"Annual Fund Operating Expenses\" table, and check whether the \"Net Expenses\" line reflects any fee waivers, since that is the net number you asked about.",
   "error": null,
   "usage": {
    "input": 98,
    "output": 532
   },
   "cost_usd": 0.000276,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q216",
   "at": "2026-10-30T11:46:10Z",
   "ms": 1460,
   "text": "ANEW charged a **0.45%** net expense ratio. I'm confident in that number, but I'm less certain of the exact closure date, so check the fund's final prospectus or sponsor filings if you need that detail.",
   "error": null,
   "usage": {
    "input": 83,
    "output": 225
   },
   "cost_usd": 0.000121,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q217",
   "at": "2026-10-30T11:46:11Z",
   "ms": 2967,
   "text": "I don't have reliable information on BLSG's net expense ratio, and I can't confirm that the fund closed. Leverage Shares' other 2X single-stock ETFs have generally charged around 1.15%, but I can't verify that BLSG did, so please don't rely on that number.\n\nTo get the exact number, check the fund's final prospectus or annual report on the SEC's EDGAR database (search for the fund name or ticker), the closure notice from Leverage Shares, or an archived fund page on ETF.com or Morningstar.",
   "error": null,
   "usage": {
    "input": 87,
    "output": 496
   },
   "cost_usd": 0.000257,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q226",
   "at": "2026-10-30T11:46:14Z",
   "ms": 3046,
   "text": "I can't give you a reliable number. I don't have information on COHC's net expense ratio, and I can't access its prospectus as it stood on June 29, 2026. I'd be guessing if I gave you a number.\n\nTo find it:\n- **SEC EDGAR** (sec.gov/edgar): search \"COHC\" or the fund's name, and check the 485BPOS or 497 prospectus filings nearest that date. The fee table in the prospectus shows the \"Net Expenses\" line.\n- **The issuer's website**: the fund page and its archived prospectus documents.\n- **Your broker or a data provider** (Morningstar, ETF.com): these usually show the current expense ratio, though historical values as of a specific date may require the prospectus.\n\nNote that the net expense ratio is the gross fee minus any fee waivers or reimbursements, so use the net number in the fee table, not the gross one.",
   "error": null,
   "usage": {
    "input": 95,
    "output": 520
   },
   "cost_usd": 0.000269,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q227",
   "at": "2026-10-30T11:46:17Z",
   "ms": 2989,
   "text": "I don't have a reliable number for DFTT's net expense ratio as stated in its July 1, 2025 prospectus. I also can't confirm that an ETF called \"DF Tactical 30 ETF\" with ticker DFTT exists, so the name or ticker may be slightly off.\n\nTo find the number:\n- **SEC EDGAR** (sec.gov): search the ticker or fund name and look for the 497K or N-1A prospectus dated around July 2025. The fee table (\"Annual Fund Operating Expenses\") shows both gross and net expense ratios.\n- **The issuer's website**: fund pages list the current prospectus and expense ratio.\n- **Brokerage or data sites** (Morningstar, ETF.com): these show the current net expense ratio, though it may differ from the July 2025 number if fees changed.\n\nIf you can share the full fund name or issuer, I can help you work out which fund you mean.",
   "error": null,
   "usage": {
    "input": 92,
    "output": 544
   },
   "cost_usd": 0.000281,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q241",
   "at": "2026-10-30T11:46:20Z",
   "ms": 3406,
   "text": "I can't give you that number. I don't have AOK's holdings for October 28, 2026, and I can't see future data. Holdings weights also change as the fund rebalances and as its target allocation drifts.\n\nTo find the weight, you can:\n\n- **Check the iShares website** (ishares.com). AOK's product page has a holdings tab with daily holdings files showing each underlying fund's weight as a percentage of net assets.\n- **Review the fund's SEC filings.** AOK's N-PORT reports list portfolio holdings with percentages of net assets, though they're filed with a delay.\n- **Use a data provider** such as Morningstar, ETF.com, or Bloomberg, which show historical holdings snapshots.\n\nIf you tell me what you're trying to learn, such as AOK's typical allocation to IUSB or how its fixed-income sleeve is structured, I can help with that using general knowledge.",
   "error": null,
   "usage": {
    "input": 117,
    "output": 542
   },
   "cost_usd": 0.000283,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q242",
   "at": "2026-10-30T11:46:23Z",
   "ms": 3523,
   "text": "I can't give that number. I don't have access to HEFT's holdings for July 31, 2026, and I can't verify the fund or the CERY position from memory.\n\nTo find the weight:\n\n- **Fund sponsor's website:** Holdings are usually posted daily for ETFs, with the weight of each position as a percent of net assets.\n- **SEC EDGAR:** Look for Form N-PORT filings for HEFT's trust. These report holdings and percent of net assets as of quarter-end, though the public version is released with a lag.\n- **Financial data sites:** Morningstar, ETF.com, and similar sites list holdings history, though archived daily snapshots may be limited.\n- **Your broker or data terminal:** These often provide historical holdings.\n\nIf you tell me which data you already have, I can help you interpret or compare it.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 540
   },
   "cost_usd": 0.000281,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q248",
   "at": "2026-10-30T11:46:27Z",
   "ms": 3464,
   "text": "I can't give you that number. I don't have access to BINC's daily holdings, and Oct 28, 2026 may be after the latest data I have.\n\nTo find the TNOTE weight for that date:\n\n- **iShares website:** Go to the BINC fund page at ishares.com and open the \"Holdings\" tab. You can download the daily holdings file, which lists each position's weight as a percentage of net assets. Select the date if the site offers historical files.\n- **Issuer or data providers:** Morningstar, ETF.com, and Bloomberg also list holdings history.\n- **SEC filings:** BINC's N-PORT reports disclose holdings, but they're filed quarterly with a lag, so they won't give a single-day number.\n\nNote that the TNOTE position is a Treasury note, and its weight can change through purchases, sales, and maturities, so check the holdings file for the exact date rather than relying on an earlier quarter.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 458
   },
   "cost_usd": 0.00024,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q254",
   "at": "2026-10-30T11:46:30Z",
   "ms": 3360,
   "text": "I don't have reliable holdings data for that date, so I can't give you that percentage without risking an invented number. I also can't confirm that an ETF called \"ARK DIET Q1 Buffer ETF\" exists. ARKA is a real ARK fund, the ARK 21Shares Active Bitcoin Futures Strategy ETF.\n\nTo find the number:\n- **ARK Invest's website (ark-funds.com)** publishes daily holdings for its funds, including historical files.\n- **SEC EDGAR** has the fund's N-PORT filings. Quarter-end holdings, including June 30, 2025, appear in these.\n- **Fund shareholder reports and financial statements** list holdings as a percentage of net assets as of the period end.\n\nIf you tell me the exact ticker or fund name as it appears on your source, I can help you interpret the filing.",
   "error": null,
   "usage": {
    "input": 116,
    "output": 527
   },
   "cost_usd": 0.000275,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q255",
   "at": "2026-10-30T11:46:34Z",
   "ms": 2846,
   "text": "I don't have that number. I can't access holdings data for July 31, 2026, and I can't confirm whether QSR was in ACKY's portfolio on that date.\n\nTo find it, check:\n- **VistaShares' website** (vistashares.com), which publishes daily holdings for its ETFs.\n- **SEC EDGAR**, where ACKY's N-PORT filings list portfolio weights (filed quarterly, with a lag).\n- **Your brokerage or a data provider** such as ETF.com, Morningstar, or Bloomberg, which show holdings and weights by date.",
   "error": null,
   "usage": {
    "input": 111,
    "output": 459
   },
   "cost_usd": 0.000241,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q256",
   "at": "2026-10-30T11:46:37Z",
   "ms": 3551,
   "text": "I can't give that number. I don't have LQTI's holdings for October 28, 2026, and that date may not have occurred yet.\n\nYou can check the exact weight in these places:\n\n- **FT Vest's website (ftportfolios.com)**: LQTI's daily holdings file lists each position's weight as a percentage of net assets.\n- **Your brokerage or Bloomberg/FactSet**: these show ETF holdings with weights.\n- **SEC EDGAR**: LQTI's N-PORT filings report holdings and percentages of net assets, though quarterly, not daily.\n\nThe position you named is a call option on LQD (iShares iBoxx $ Investment Grade Corporate Bond ETF) with a $106 strike expiring October 30, 2026. Its weight will appear in the holdings file under the option's identifier.",
   "error": null,
   "usage": {
    "input": 143,
    "output": 468
   },
   "cost_usd": 0.000248,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q262",
   "at": "2026-10-30T11:46:40Z",
   "ms": 3090,
   "text": "I can't give you that number. I don't have access to ARWG's holdings, and I can't know its portfolio as of August 31, 2026, since that date is in the future relative to my knowledge.\n\nTo find the GTLB weighting, you could check:\n\n- **The fund's website or holdings page**: Most ETF issuers post daily holdings with the percentage of net assets for each position.\n- **SEC EDGAR (N-PORT filings)**: Funds file full portfolio holdings monthly, though with about a 60-day lag. A report covering August 2026 would typically be filed around late October 2026.\n- **Your brokerage or a data provider** such as Morningstar, ETF.com, or etf.com's holdings tools, which show current weights.\n\nIf you tell me what you're trying to do, such as comparing GTLB's weight across several funds or checking a holding you already have, I can help you work through it.",
   "error": null,
   "usage": {
    "input": 94,
    "output": 493
   },
   "cost_usd": 0.000256,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q263",
   "at": "2026-10-30T11:46:43Z",
   "ms": 3095,
   "text": "I can't give you that number. I don't have holdings data for August 31, 2026, and I can't see live or future portfolio data.\n\nTo find the actual weight, you can check:\n- **DWS/Xtrackers website** (etf.dws.com): the DEUS page lists daily holdings with each position's percentage of net assets, and you can pull the file for a specific date.\n- **Fund filings**: the N-PORT monthly portfolio holdings reports on the SEC EDGAR site, and the semiannual and annual shareholder reports.\n- **Market data sites** such as ETF.com, ETFdb, or Morningstar, which show top holdings and weights.",
   "error": null,
   "usage": {
    "input": 108,
    "output": 480
   },
   "cost_usd": 0.000251,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q274",
   "at": "2026-10-30T11:46:46Z",
   "ms": 2957,
   "text": "I can't give you that number. I don't have holdings data for AGIQ on August 31, 2026, and I can't verify that this fund exists or what it holds.\n\nTo find NVDA's weight in AGIQ on that date:\n\n- **Issuer website:** Check SoFi's ETF pages for the daily holdings file, which lists each position's weight as a percent of net assets.\n- **Financial data sites:** Morningstar, ETF.com, and Yahoo Finance show holdings, though they may not have exact numbers for a specific past date.\n- **SEC filings:** Form N-PORT reports list portfolio holdings and percent of net assets, but they're filed with a lag, so they may not cover that exact date.\n\nIf you share a holdings snapshot or a filing, I can help you read or interpret it.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 547
   },
   "cost_usd": 0.000284,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q275",
   "at": "2026-10-30T11:46:49Z",
   "ms": 2794,
   "text": "I can't give you that number. I don't have access to real-time or future holdings data, and October 27, 2026 is beyond what I can know.\n\nTo find the exact weight, check ARK Invest's website (ark-funds.com), which publishes daily holdings and trade files for each ARK ETF, including ARKG. Each file lists every position's weight as a percentage of net assets on that date. You can also find the same data on the fund's page at ark-funds.com or on the holdings tab at major financial sites such as Morningstar or Yahoo Finance. Those sites usually show the most recent snapshot, and historical snapshots may require a paid subscription.\n\nIf you're checking this after the date has passed, the ARK daily holdings archive will have the exact number for that day.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 431
   },
   "cost_usd": 0.000226,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q281",
   "at": "2026-10-30T11:46:52Z",
   "ms": 2500,
   "text": "**-1.5x**. NVDS seeks to deliver -150% of NVDA's daily return, so a 1% rise in NVDA should produce roughly a 1.5% decline in NVDS on that day. Because it resets daily, its performance over longer periods can diverge from -1.5 times NVDA's cumulative return.",
   "error": null,
   "usage": {
    "input": 97,
    "output": 174
   },
   "cost_usd": 9.7e-05,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q282",
   "at": "2026-10-30T11:46:55Z",
   "ms": 1873,
   "text": "**-1x** (-1.00). AVS seeks to deliver the inverse of AVGO's daily return, so a 1% gain in AVGO targets roughly a 1% loss in AVS, before fees and compounding effects over longer periods.",
   "error": null,
   "usage": {
    "input": 95,
    "output": 324
   },
   "cost_usd": 0.000171,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q283",
   "at": "2026-10-30T11:46:56Z",
   "ms": 1704,
   "text": "**-1x** (inverse, one times the negative daily return of SPCX).",
   "error": null,
   "usage": {
    "input": 98,
    "output": 219
   },
   "cost_usd": 0.000119,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q290",
   "at": "2026-10-30T11:46:58Z",
   "ms": 1740,
   "text": "**-2x**, or -200%. AXTQ seeks daily investment results, before fees and expenses, of negative 200% of AXT Inc.'s (AXTI) daily performance. If AXTI rises 1% in a day, AXTQ aims to fall about 2%, and the reverse. Because the fund resets daily, its multi-day returns can differ substantially from -2x AXTI's cumulative return over longer periods.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 236
   },
   "cost_usd": 0.000128,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q291",
   "at": "2026-10-30T11:47:00Z",
   "ms": 1391,
   "text": "**-2x** (negative 2 times). DUG seeks a daily investment result, before fees and expenses, of -200% of the daily performance of the Dow Jones U.S. Oil & Gas Index.",
   "error": null,
   "usage": {
    "input": 86,
    "output": 205
   },
   "cost_usd": 0.000111,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q298",
   "at": "2026-10-30T11:47:01Z",
   "ms": 1506,
   "text": "**-3** (negative 3x). EDZ seeks a daily investment result of -300% of the MSCI Emerging Markets Index's daily performance, so it tends to gain about 3% when the index falls 1% in a day, and lose about 3% when the index rises 1%. Because it resets daily, its returns over longer periods can differ substantially from -3 times the index's cumulative return.",
   "error": null,
   "usage": {
    "input": 110,
    "output": 206
   },
   "cost_usd": 0.000114,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q299",
   "at": "2026-10-30T11:47:03Z",
   "ms": 1541,
   "text": "**-3x.** SMDD seeks daily investment results, before fees and expenses, that correspond to three times the inverse (-300%) of the daily performance of the S&P MidCap 400 Index.",
   "error": null,
   "usage": {
    "input": 94,
    "output": 148
   },
   "cost_usd": 8.3e-05,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q305",
   "at": "2026-10-30T11:47:04Z",
   "ms": 1096,
   "text": "**+1.25x**, meaning the fund seeks a daily return of 1.25 times the daily performance of TSLA (a positive, long exposure).",
   "error": null,
   "usage": {
    "input": 98,
    "output": 109
   },
   "cost_usd": 6.4e-05,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q306",
   "at": "2026-10-30T11:47:05Z",
   "ms": 3202,
   "text": "**-1.5x.** CEFD is an inverse ETN, so it aims to deliver -1.5 times the daily return of the Closed-End Fund Index.",
   "error": null,
   "usage": {
    "input": 117,
    "output": 674
   },
   "cost_usd": 0.000349,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q308",
   "at": "2026-10-30T11:47:09Z",
   "ms": 2230,
   "text": "**+2x** (200% of ADBE's daily return). ADBU is a leveraged bull fund, so its target is positive: it aims to move about two times ADBE's percentage change each trading day. Because of daily rebalancing, its returns over longer periods can differ substantially from twice ADBE's cumulative return.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 247
   },
   "cost_usd": 0.000133,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q309",
   "at": "2026-10-30T11:47:11Z",
   "ms": 2154,
   "text": "2x (+2). AGQ seeks daily investment results, before fees and expenses, that correspond to twice (200%) the daily performance of the Bloomberg Silver Subindex.",
   "error": null,
   "usage": {
    "input": 86,
    "output": 61
   },
   "cost_usd": 3.9e-05,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q333",
   "at": "2026-10-30T11:47:13Z",
   "ms": 2235,
   "text": "**+3x** (a 300% bull multiple). DUSL seeks to deliver three times the daily performance of its industrials benchmark, so a 1% daily gain in the index targets roughly a 3% gain in the fund, and a 1% daily loss targets roughly a 3% loss. The multiple resets daily, so longer-term returns can diverge from 3x the index's cumulative return.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 274
   },
   "cost_usd": 0.000147,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q334",
   "at": "2026-10-30T11:47:15Z",
   "ms": 1346,
   "text": "**+3** (300% of the daily performance of the MSCI Emerging Markets Index, before fees and expenses).",
   "error": null,
   "usage": {
    "input": 109,
    "output": 145
   },
   "cost_usd": 8.3e-05,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q341",
   "at": "2026-10-30T11:47:17Z",
   "ms": 2832,
   "text": "I can't give you that number. I don't have data for October 28, 2026, and I can't know future asset levels. For that date, check:\n\n- **iShares website (ishares.com):** the ACWV fund page lists net assets, and you can use the historical data tab for past dates.\n- **Bloomberg or Morningstar:** both show historical AUM.\n- **SEC EDGAR:** N-PORT and N-CSR filings report net assets at period ends.\n\nIf you're asking about a date that has already passed, one of those sources will have the exact number. If you need a recent approximate level, I can share what I knew as of my training data, though it would be out of date.",
   "error": null,
   "usage": {
    "input": 89,
    "output": 410
   },
   "cost_usd": 0.000214,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q342",
   "at": "2026-10-30T11:47:19Z",
   "ms": 4728,
   "text": "I can't give that number. I don't have access to live or future market data, and August 31, 2026 is beyond my knowledge. I also can't confirm the fund's details, so please verify the ticker first.\n\nTo find total net assets for a specific date, you could check:\n\n- **The fund issuer's website**, which usually posts daily fund data.\n- **ETF.com or Morningstar**, which show historical AUM.\n- **SEC EDGAR**, where the fund's N-PORT and N-CSR filings report net assets.\n- **Your brokerage platform**, which often displays historical fund statistics.",
   "error": null,
   "usage": {
    "input": 82,
    "output": 383
   },
   "cost_usd": 0.0002,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q353",
   "at": "2026-10-30T11:47:24Z",
   "ms": 2780,
   "text": "I can't give you that number. I don't have access to live or future market data, and I don't have a reliable record of AAUA's daily net assets for October 29, 2026. Quoting a number would be a guess.\n\nTo find it:\n\n- **Alpha Architect's website** (alphaarchitect.com) lists fund-level data for its ETFs.\n- **Fund prospectus and shareholder reports** include net assets at period ends.\n- **Financial data sites** such as Morningstar, ETF.com, or Yahoo Finance show AAUA's total net assets, often with historical data.\n- **Issuer or custodian data** (for example, the fund's daily holdings file) reports net assets as of each trading day.\n\nIf you can share a number from one of these sources, I can help you interpret it or compare it with other periods.",
   "error": null,
   "usage": {
    "input": 86,
    "output": 408
   },
   "cost_usd": 0.000213,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q354",
   "at": "2026-10-30T11:47:27Z",
   "ms": 3250,
   "text": "I can't give you that number. I don't have access to live or future fund data, and October 29, 2026 is beyond what I can know. For the fund's net assets on that date, check:\n\n- **Tradr's website** (tradr.com), which publishes daily fund data for its ETFs\n- **The fund's daily holdings or NAV file** on the issuer site\n- **Financial data providers** such as Yahoo Finance, Morningstar, or ETF.com, which list total net assets on the fund's page\n- **SEC EDGAR**, where the fund's N-CSR or N-PORT filings report net assets for specific reporting periods\n\nIf you're asking because you need a number for a report or analysis, the issuer's historical NAV data is usually the most reliable source.",
   "error": null,
   "usage": {
    "input": 88,
    "output": 381
   },
   "cost_usd": 0.000199,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q366",
   "at": "2026-10-30T11:47:30Z",
   "ms": 3273,
   "text": "I don't have reliable data for CAGE's total net assets on July 31, 2026. I can't access live or future market data, and I'm not certain CAGE is the correct ticker for the Calamos fund you mean. Calamos's autocallable ETFs have used other tickers, such as CAOS.\n\nTo find the number, you could check:\n- **Calamos Investments' website** (fund page and daily holdings/NAV reports)\n- **SEC EDGAR** (N-CSR and N-PORT filings include net assets as of period-end dates)\n- **Financial data sites** like Morningstar, ETF.com, or Yahoo Finance (historical AUM data)\n- **Your brokerage platform**, which often shows historical fund assets\n\nIf you share a number from one of these sources, I can help you interpret or compare it.",
   "error": null,
   "usage": {
    "input": 84,
    "output": 489
   },
   "cost_usd": 0.000253,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q367",
   "at": "2026-10-30T11:47:33Z",
   "ms": 2376,
   "text": "I can't give you that number. I don't have access to live or future fund data, and I can't confirm the exact net assets for EMAU on October 29, 2026.\n\nTo find it, you can check:\n\n- **The fund issuer's website** (Corgi ETFs), which typically posts daily net assets on the fund page.\n- **The fund's daily holdings or NAV reports**, usually available on the issuer's site or through the SEC EDGAR filings (N-PORT or N-CSR reports for the fund's trust).\n- **Financial data sites** such as Morningstar, ETF.com, or Yahoo Finance, which show historical net assets by date.\n\nIf you're checking the number for a specific reporting purpose, the fund's official daily NAV data is the authoritative source.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 370
   },
   "cost_usd": 0.000195,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q376",
   "at": "2026-10-30T11:47:36Z",
   "ms": 4767,
   "text": "I can't give you that number. I don't have access to live or future market data, and I don't know BIL's net assets on October 28, 2026.\n\nTo find it:\n\n- **State Street SPDR ETFs website (ssga.com):** The BIL fund page lists daily net assets, and the historical data section goes back over time.\n- **Issuer daily holdings file:** State Street publishes daily fund holdings and total net assets for each SPDR ETF.\n- **Financial data sites:** Yahoo Finance, Morningstar, and Bloomberg show historical total net assets, usually under \"Fund Overview\" or \"Key Statistics.\"\n- **SEC filings:** Semiannual reports (N-CSR) and monthly portfolio holdings (N-PORT) report net assets as of specific dates.\n\nIf you tell me what you're working on, I can explain how to interpret these numbers or how to pull them into a spreadsheet.",
   "error": null,
   "usage": {
    "input": 93,
    "output": 522
   },
   "cost_usd": 0.00027,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q377",
   "at": "2026-10-30T11:47:41Z",
   "ms": 2192,
   "text": "I can't give you that number. I don't have real-time or future market data, and October 28, 2026 is beyond what I can access. Any number I gave would be made up.\n\nTo find the total net assets for EFG on that date:\n\n- **iShares website (ishares.com):** The fund page lists net assets, updated daily, and historical data is available for download.\n- **Financial data sites:** Morningstar, Yahoo Finance, and Bloomberg show fund assets and historical snapshots.\n- **SEC filings:** Form N-PORT and the fund's annual and semiannual reports list net assets as of specific dates.\n\nIf you're looking up that date after it has passed, the iShares historical data download is usually the quickest route.",
   "error": null,
   "usage": {
    "input": 85,
    "output": 387
   },
   "cost_usd": 0.000202,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q388",
   "at": "2026-10-30T11:47:43Z",
   "ms": 2659,
   "text": "I can't give you that number. I don't have access to live or future market data, and October 28, 2026 is beyond anything I can know. I also can't confirm the ticker or fund details from memory, so please verify the ticker first.\n\nTo find the total net assets for that date, you could check:\n\n- **The issuer's website**, which typically posts daily fund net assets.\n- **Financial data sites** such as Morningstar, ETF.com, or Yahoo Finance, which show historical AUM.\n- **SEC EDGAR filings**, such as the fund's N-CSR or N-PORT reports, which report net assets as of specific dates.\n\nIf you check back once that date has passed, a provider's historical data page should list the value for that day.",
   "error": null,
   "usage": {
    "input": 80,
    "output": 435
   },
   "cost_usd": 0.000226,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q389",
   "at": "2026-10-30T11:47:45Z",
   "ms": 2987,
   "text": "I can't give you that number. I don't have access to live or future fund data, and I don't know CTJL's net assets on October 29, 2026.\n\nTo find it:\n\n- **Fund issuer:** The Corgi ETF website posts daily holdings and net asset data for its funds.\n- **SEC EDGAR:** Search for the fund's filings. Monthly N-PORT reports include total net assets, and semiannual N-CSR reports include period-end numbers.\n- **Financial data sites:** Yahoo Finance, ETF.com, and Morningstar list historical AUM. Look for the \"Total Net Assets\" or \"Assets Under Management\" history.\n- **Brokerage platforms or Bloomberg:** These show historical AUM for a specific date.\n\nKeep in mind that ETF AUM changes daily with share creations, redemptions, and market moves, so the number for a specific date is best taken from one of these sources.",
   "error": null,
   "usage": {
    "input": 97,
    "output": 486
   },
   "cost_usd": 0.000253,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q401",
   "at": "2026-10-30T11:47:48Z",
   "ms": 2685,
   "text": "I can't give you a reliable number for that. I don't have a verified record of an ETF with ticker ARIA, and I can't access live or future fund data, so I don't know its net expense ratio as of July 14, 2026.\n\nTo find it:\n- **Fund issuer's website:** The fact sheet or product page lists the gross and net expense ratios.\n- **Prospectus or summary prospectus:** The \"Fees and Expenses\" table shows the net expense ratio, and whether a fee waiver applies.\n- **Financial data sites** such as Morningstar, ETF.com, or Yahoo Finance, which list the current expense ratio.\n\nIf you tell me the fund's full name, I can help you interpret its fee structure.",
   "error": null,
   "usage": {
    "input": 79,
    "output": 418
   },
   "cost_usd": 0.000217,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q402",
   "at": "2026-10-30T11:47:51Z",
   "ms": 2633,
   "text": "I don't have reliable information on the net expense ratio for AXTL as of June 9, 2026, and I can't verify current fund data. I'd rather not give you a number that might be wrong.\n\nYou can find it in the fund's most recent prospectus or summary prospectus, on the issuer's website, or on fund data sites like ETF.com, Morningstar, or ETFdb. Check the \"net expense ratio,\" which reflects any fee waivers, rather than the gross number. If you tell me the fund's full name or issuer, I can help you work out where to look.",
   "error": null,
   "usage": {
    "input": 79,
    "output": 324
   },
   "cost_usd": 0.00017,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q426",
   "at": "2026-10-30T11:47:54Z",
   "ms": 3654,
   "text": "I can't give you that number. I don't have holdings data for July 31, 2026, and I can't reliably estimate the top-ten weight without it.\n\nTo find it:\n\n- **Cambria's website (cambriafunds.com):** The GAA fund page posts holdings, usually daily, with weights as a percentage of net assets.\n- **SEC EDGAR:** GAA's Form N-PORT filings report full portfolio holdings. Quarter-end reports, which would cover July 31 only if it were a quarter-end, are filed with about a 60-day lag.\n- **Financial data sites** such as Morningstar, ETF.com, or Fidelity, which list top holdings with percentage weights.\n\nIf you share the holdings list for that date, I can help you add up the top ten weights.",
   "error": null,
   "usage": {
    "input": 95,
    "output": 551
   },
   "cost_usd": 0.000285,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q431",
   "at": "2026-10-30T11:47:57Z",
   "ms": 3210,
   "text": "I can't give you the exact number. I don't have BIL's holdings for October 28, 2026, and that date may be in the future relative to my information.\n\nBIL holds dozens of short-maturity U.S. Treasury bills, and its largest positions are typically each only a few percent of net assets. Based on the fund's structure, the ten largest holdings have usually made up roughly a quarter to a third of net assets, but that is an estimate, not a reported number.\n\nTo get the actual number:\n- **SSGA/SPDR website (ssga.com):** BIL's \"Holdings\" tab lists the full portfolio with weights as of the most recent business day, and you can download historical holdings files.\n- **Issuer's daily holdings file:** State Street publishes it each business day, so the October 28, 2026 snapshot should be available there if you're checking after that date.\n- **Calculation:** Sum the weights of the ten largest positions in that day's holdings file. Those weights are already expressed as a percentage of net assets.",
   "error": null,
   "usage": {
    "input": 104,
    "output": 556
   },
   "cost_usd": 0.000288,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q436",
   "at": "2026-10-30T11:48:01Z",
   "ms": 3160,
   "text": "I don't have reliable data for that number, so I can't give you the percentage. I'm also not certain the fund name and ticker match. I don't recognize an \"ARK DIET Q1 Buffer ETF\" under ARKD, so please confirm the ticker.\n\nTo find the top-ten concentration as of June 30, 2025, you could check:\n\n- **ARK Invest's website (ark-funds.com)**, which posts daily holdings and fact sheets for each fund.\n- **The fund's N-PORT filing on SEC EDGAR**, which reports full holdings and percentages of net assets as of quarter-end.\n- **Fund fact sheets or annual/semiannual reports**, which often list the top ten holdings with their percentages.\n\nSumming the ten largest position weights in the June 30, 2025 holdings file will give you the answer.",
   "error": null,
   "usage": {
    "input": 97,
    "output": 595
   },
   "cost_usd": 0.000307,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q437",
   "at": "2026-10-30T11:48:04Z",
   "ms": 3230,
   "text": "I can't give you that number. I don't have holdings data for CMDT on June 30, 2026, and that date may be in the future relative to the information I have.\n\nTo find it, you could check:\n\n- **PIMCO's website** (pimco.com), which posts daily holdings for its ETFs.\n- **SEC EDGAR**, where the fund's N-PORT filings report full portfolio holdings. Those filings are made quarterly and include the position weights needed to sum the top ten.\n- **Financial data providers** such as Morningstar, ETF.com, or Fidelity, which show top-ten holdings and percent of net assets.\n\nIf you have the holdings list for that date, I can help you add up the top ten weights. For a commodity fund, check whether the holdings include derivatives or short-term instruments, since those affect how the percentages are presented.",
   "error": null,
   "usage": {
    "input": 106,
    "output": 592
   },
   "cost_usd": 0.000307,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q442",
   "at": "2026-10-30T11:48:07Z",
   "ms": 2930,
   "text": "I can't give that number. October 28, 2026 is a future date relative to the data I have, and I don't have FDND's holdings for that day.\n\nTo find it once the date has passed, check:\n- **FT Vest's website (ftvancerinvestments.com)**, which posts daily holdings and fund details for FDND.\n- **The fund's daily holdings file**, usually downloadable from the fund page.\n- **Financial data sites** such as ETF.com, Morningstar, or ETFdb, which show top-10 holdings and weights.\n\nTo calculate the share yourself, add the weights of the ten largest positions as listed in the holdings file. Those weights are already percentages of net assets, so the sum is the answer.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 438
   },
   "cost_usd": 0.000229,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q447",
   "at": "2026-10-30T11:48:10Z",
   "ms": 2985,
   "text": "I can't give that number. October 28, 2026 is in the future, and I don't have access to live or future fund data. The top-ten weight changes daily with prices and index rebalancing.\n\nTo find the actual number after that date, you can:\n\n- **Check the iShares website** (ishares.com). The DSI product page lists the top holdings and their weights, and the full holdings file is downloadable for any date.\n- **Look at the fund's shareholder reports or fact sheet**, which show top-ten concentration as of a reporting date.\n- **Use a data provider** such as Morningstar, Bloomberg, or ETF.com, which can show historical holdings snapshots.\n\nIf you tell me the number from a source, I can help you interpret it or compare it with DSI's recent concentration.",
   "error": null,
   "usage": {
    "input": 98,
    "output": 523
   },
   "cost_usd": 0.000271,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q448",
   "at": "2026-10-30T11:48:13Z",
   "ms": 2966,
   "text": "I can't give you that number. I don't have holdings data for October 28, 2026, and I can't see live or future market data.\n\nFor reference, EEM's top ten holdings have typically made up roughly 25–30% of the fund's net assets in recent years, with Taiwan Semiconductor usually the largest position. That range is an approximation from past periods, not a value for the date you asked about.\n\nTo get the exact number, check the \"Holdings\" tab on iShares' EEM product page (ishares.com), which lists weights as of each date. The fund's historical holdings files are also available there for download.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 474
   },
   "cost_usd": 0.000247,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q456",
   "at": "2026-10-30T11:48:16Z",
   "ms": 3630,
   "text": "I can't give you that number. I don't have holdings data for August 31, 2026, and I can't see live or future data.\n\nTo find it:\n\n- **Global X website (globalxetfs.com):** The HYDR product page lists the top holdings and their weights. The daily holdings file shows each position's percent of net assets, so you can sum the top ten.\n- **SEC EDGAR:** Form N-PORT filings report full portfolio holdings with percentages of net assets. These are filed quarterly, with a lag of up to 60 days, so a филь for August 31 may not be public yet.\n- **Financial data sites** such as Morningstar or ETF.com often show top-holdings weights, though historical snapshots for a specific date may require a paid subscription.\n\nIf you tell me which date range or past period you're interested in, I can explain how to find or interpret that data.",
   "error": null,
   "usage": {
    "input": 92,
    "output": 532
   },
   "cost_usd": 0.000275,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q461",
   "at": "2026-10-30T11:48:20Z",
   "ms": 3063,
   "text": "I don't have reliable data for FNOV's net flows for the week ending October 28, 2026, so I can't give you a number without guessing.\n\nTo find it, you can check:\n- **ETF.com** or **ETFdb.com**, which publish weekly fund flow data for U.S.-listed ETFs.\n- **Morningstar** or **Bloomberg** (ETF flow tools), if you have access.\n- **FT Vest's website** (ftvest.com), which may post flow or shares-outstanding data.\n- **Your brokerage's ETF research tools**.\n\nWeekly flow numbers usually appear a few days after the week closes, and providers sometimes revise them, so check the most recent version. If you can share the number you find, I can help you interpret it.",
   "error": null,
   "usage": {
    "input": 102,
    "output": 533
   },
   "cost_usd": 0.000277,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q462",
   "at": "2026-10-30T11:48:23Z",
   "ms": 4774,
   "text": "I can't give you that number. I don't have access to live or post-cutoff fund flow data, and I can't verify weekly flows for October 23, 2026.\n\nTo find it, you could check:\n\n- **Issuer site:** iShares (BlackRock) publishes daily holdings and shares-outstanding data for its funds.\n- **Flow trackers:** ETF.com, ETF Action, and ETFdb.com publish weekly ETF flow reports.\n- **Financial terminals:** Bloomberg, Morningstar, or FactSet show estimated creations and redemptions.\n\nEstimated net flows are typically calculated as the change in shares outstanding multiplied by the NAV, so you can also derive them from weekly shares-outstanding data if you have access to it.",
   "error": null,
   "usage": {
    "input": 96,
    "output": 635
   },
   "cost_usd": 0.000327,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q471",
   "at": "2026-10-30T11:48:27Z",
   "ms": 3468,
   "text": "I can't give you that number. I don't have access to fund flow data for AMZD, and I can't see data for a week in late October 2026. Any number I offered would be invented.\n\nTo find the actual weekly net flow, you could check:\n\n- **Direxion's website** (direxion.com), which lists fund details and sometimes flow or shares-outstanding data.\n- **ETF.com** or **ETFdb.com**, which publish weekly flow estimates by fund.\n- **Bloomberg** or **Morningstar**, which track ETF creations and redemptions.\n- **Your brokerage platform**, which may show shares outstanding changes. You can multiply the net change in shares by the NAV per share to estimate the dollar flow.\n\nNet flow is usually estimated from the change in shares outstanding multiplied by the price, so the number can differ slightly across providers.",
   "error": null,
   "usage": {
    "input": 101,
    "output": 416
   },
   "cost_usd": 0.000218,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q472",
   "at": "2026-10-30T11:48:31Z",
   "ms": 2572,
   "text": "I can't give you that number. I don't have access to live or future fund-flow data, and October 28, 2026 is beyond anything I can know. I also can't confirm the details of this product from memory.\n\nTo find the weekly net flow for AXTL, you could check:\n\n- **Leverage Shares' website** (leverageshares.com), which publishes daily fund data for its products.\n- **ETF.com or ETFdb.com**, which list estimated creations and redemptions by ticker.\n- **Bloomberg or FactSet**, which report net flows if you have terminal access.\n- **The fund's shares outstanding over the week.** Multiplying the change in shares outstanding by the average NAV gives an approximation of net flow.",
   "error": null,
   "usage": {
    "input": 103,
    "output": 384
   },
   "cost_usd": 0.000202,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q481",
   "at": "2026-10-30T11:48:33Z",
   "ms": 2301,
   "text": "I can't give you that number. I don't have access to live or historical fund flow data, and I can't see data for a week in October 2026. Any dollar amount I gave would be made up.\n\nTo find the net flow for BSCQ for the week ending October 27, 2026, you could check:\n\n- **Invesco's website** (invesco.com), which lists ETF fund flows and shares outstanding.\n- **ETF.com** or **ETFdb.com**, which publish weekly flow data for US-listed ETFs.\n- **Bloomberg or Morningstar**, which track daily and weekly creations and redemptions.\n- **Your brokerage platform**, if it shows fund flow data.\n\nWeekly net flows are usually estimated from the change in shares outstanding multiplied by the NAV per share, so the source you use may give slightly different numbers.",
   "error": null,
   "usage": {
    "input": 105,
    "output": 375
   },
   "cost_usd": 0.000198,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q482",
   "at": "2026-10-30T11:48:36Z",
   "ms": 3076,
   "text": "I don't have access to live or post-cutoff fund flow data, so I can't give you BSCS's net flow for the week ending October 27, 2026. Any number I supplied would be a guess.\n\nYou can find it here:\n\n- **ETF.com or ETFdb.com**: Both publish weekly and daily flow estimates for U.S. ETFs. Search \"BSCS\" and look for the fund flows section.\n- **Invesco's website**: The BSCS fund page has shares outstanding and flow data.\n- **Bloomberg or Morningstar**: Both track ETF flows, usually with a delay of a day or so.\n- **Estimating it yourself**: Net flow ≈ (change in shares outstanding over the week) × (average NAV per share). Share counts are published daily by the issuer and by exchanges.\n\nFlow data from different sources can differ slightly because of timing and estimation methods, so check the source's methodology if precision matters.",
   "error": null,
   "usage": {
    "input": 104,
    "output": 500
   },
   "cost_usd": 0.00026,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q491",
   "at": "2026-10-30T11:48:39Z",
   "ms": 3014,
   "text": "I can't give you that number. I don't have access to live or future fund flow data, and October 28, 2026 is beyond what I can know. I also can't confirm the ticker or details of this fund, so please verify them.\n\nTo get the number:\n\n- **Fund flow trackers:** ETF.com, ETFdb.com, or Morningstar list weekly net flows by ticker.\n- **Issuer website:** Leverage Shares publishes holdings, shares outstanding, and NAV for its funds.\n- **Bloomberg or Refinitiv:** These show creations and redemptions by day.\n\nTo calculate it yourself, take the change in shares outstanding over the week (Friday to Friday) and multiply by the NAV per share, or use the creation and redemption units reported by the issuer, valued at the relevant prices.",
   "error": null,
   "usage": {
    "input": 102,
    "output": 508
   },
   "cost_usd": 0.000264,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  },
  {
   "id": "q492",
   "at": "2026-10-30T11:48:42Z",
   "ms": 2356,
   "text": "I don't have access to fund flow data for BDRY for the week ending October 28, 2026, and I can't reliably estimate it. I'd be guessing if I gave a number.\n\nYou can find weekly net flows for BDRY from:\n\n- **ETF.com** or **ETFdb.com**: fund flow pages show weekly and daily creation/redemption estimates.\n- **Breakwave Advisors** (the sponsor): fund pages and periodic reports.\n- **Bloomberg** or **FactSet** (subscription): precise flow data.\n- **Issuer or custodian data** and **SEC N-PORT** filings, which give holdings and share counts that can be used to infer flows, though with a lag.\n\nNet flow is usually calculated as the change in shares outstanding multiplied by the net asset value per share over the period, so you can also derive it from daily shares-outstanding data if you have access to it.",
   "error": null,
   "usage": {
    "input": 100,
    "output": 389
   },
   "cost_usd": 0.000205,
   "model": "claude-haiku-5-5",
   "stop_reason": "end_turn"
  }
 ]
}