Low-Latency Trading Solutions
CART
Kalshi · Science · event · KXLASTEXAM

Kalshi KXLASTEXAM — Humanity's Last Exam Data

Every Kalshi “Humanity's Last Exam” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 166 trading days as day bundles, €1 per day, bought as a guest with instant download.

Trading days
166
Coverage
May 2026 – present
Archive size
89.9 MB
Price per day
€1
Activity & identifier

Humanity's Last Exam on Kalshi — activity

Trades and USD turnover summed over every contract of the series across 30 captured days to 2026-11-01, from the recorded tick data — the per-day averages divide by the captured days. Buy share, quoted spread (in contract price cents, 0..1 = 100 ¢), best-bid/ask depth and Level-2 update counts are turnover-weighted over the same window.

Series ticker
KXLASTEXAM
Avg trades / day
10
Avg turnover / day
$309.29
Captured days
30
Trades (30d)
309
Turnover (30d)
$9.3K
Contracts traded / day
2
Buy share
77 %
Avg spread
6.34 ¢
Top-1 depth
$1.4K
L2 updates / day
17.5K
L2 updates / trade
1697.5
30d vs prior 30d
+24.1 %
Since 2026-08-09
800 trades · $20.4K
Record day
$5.5K · 2026-10-14
Files on latest day
17
What's in a bundle

One purchase, the whole series for a day

A series-day bundle contains every Humanity's Last Exam contract that was listed on Kalshi on that UTC day — traded or not — 17 contract files on the latest covered day. Each file carries the full raw feed: every trade print with price, size and side, plus Level-2 order-book updates, in the same zstd-compressed schema as our crypto venues. Event contracts quote 0..1; turnover is USD-normalized.

Coverage runs May 2026 – present — 166 trading days, 89.9 MB compressed in total. A day typically holds 17 contract files (up to 17 on the busiest day, 8.86 MB). Pick individual days in the shop calendar for €1 each; delivery is an instant per-file download or one archive for the whole day.

Month by month

Humanity's Last Exam — development since capture

800 trades and $20.4K of USD turnover over 85 captured days since 2026-08-09 — record day 2026-10-14 with $5.5K, biggest single contract KXLASTEXAM-26DEC31-T55 (LASTEXAM · 2026-12-31 · strike · ABOVE 55) (2026-10-14, $5.0K).

MonthDaysTradesTurnover (USD)Avg / dayContracts tradedL2 updatesvs previous month
Nov 2026 (month to date)16$73.46$73.4637.1K—
Oct 202631318$9.8K$315.0164570.4K+35.1 %
Sep 202630328$7.2K$240.96681.1M+118.9 %
Aug 202623148$3.3K$143.59431.0M—

Kalshi Humanity's Last Exam — trades and USD turnover summed per calendar month (UTC) over every contract, from our own daily statistics of the recorded tick data. Days = captured UTC days; a partial month shows no month-over-month change. Contracts traded and L2 (order-book) updates exist for days captured with the extended statistics.

When it trades

Humanity's Last Exam — activity by weekday

Wednesdays carry the most turnover, about $1.4K per day.

Weekday (UTC)Avg turnover / dayUSDAvg tradesDays
Monday$78.0194
Tuesday$55.519.254
Wednesday$1.4K154
Thursday$206.739.54
Friday$180.2113.54
Saturday$142.627.25
Sunday$145.39.65

Kalshi Humanity's Last Exam — average USD turnover and trades per weekday over the captured days of the last 30, from our own daily statistics; weekdays without a captured day show —.

Daily statistics

Humanity's Last Exam — last 30 days in the archive

Files, size, contracts traded, trades, USD turnover, buy share, quoted spread, top-of-book depth and order-book updates per UTC day, from the recorded tick data.

UTC dayFilesSizeTradedTradesTurnoverBuy shareAvg spreadTop-1 depthL2 updatesNotes
2026-11-0117263 KB36$73.4695 %5.16 ¢$25.187.1KBuy day →
2026-10-3117530 KB14$4.77100 %4.79 ¢$4.4516.8KBuy day →
2026-10-3017614 KB324$296.2778 %11.7 ¢$29.1419.6KBuy day →
2026-10-2917293 KB529$804.3792 %8.21 ¢$83.847.8KBuy day →
2026-10-2817283 KB323$200.3755 %4.69 ¢$27.067.9KBuy day →
2026-10-2717270 KB520$78.2533 %4.60 ¢$29.227.0KBuy day →
2026-10-2617304 KB317$232.2866 %4.96 ¢$42.188.6KBuy day →
2026-10-2517199 KB210$37.454 %4.92 ¢$43.474.9KBuy day →
2026-10-2417197 KB29$110.6486 %4.99 ¢$61.85.0KBuy day →
2026-10-2317219 KB224$156.6198 %4.83 ¢$41.415.6KBuy day →
2026-10-2217214 KB12$9.350 %4.48 ¢$49.655.6KBuy day →
2026-10-2117258 KB29$43.2296 %4.70 ¢$111.457.3KBuy day →
2026-10-2017123 KB00$0———2.5KBuy day →
2026-10-1917276 KB00$0———7.8KBuy day →
2026-10-1817540 KB110$121.3994 %6.28 ¢$6.6718.5KBuy day →
2026-10-1717343 KB110$25.32100 %4.70 ¢$109.1210.9KBuy day →
2026-10-1617504 KB36$267.980 %8.63 ¢$15.8117.1KBuy day →
2026-10-1517310 KB47$13.2197 %6.97 ¢$56.099.4KBuy day →
2026-10-14172.83 MB426$5.5K91 %4.21 ¢$2.3K120.1KBuy day →
2026-10-1317119 KB214$139.0416 %4.85 ¢$64.022.4KBuy day →
2026-10-12171.06 MB619$79.7528 %8.64 ¢$35.6841.0KBuy day →
2026-10-1117282 KB322$494.1910 %4.79 ¢$84.969.1KBuy day →
2026-10-1017115 KB11$1.920 %3.77 ¢$37.262.2KBuy day →
2026-10-0917375 KB00$0———10.5KBuy day →
2026-10-0817527 KB00$0———16.6KBuy day →
2026-10-0717882 KB12$1.95100 %14.1 ¢$14.7931.1KBuy day →
2026-10-0617444 KB13$4.750 %11.2 ¢$11.7614.4KBuy day →
2026-10-0517390 KB00$0———12.2KBuy day →
2026-10-04171002 KB00$0———35.8KBuy day →
2026-10-03171.56 MB512$570.4343 %24.3 ¢$65.6459.7KBuy day →

Traded = contracts with at least one trade that day. Buy share = taker-buy side of USD turnover. Avg spread = quoted bid-ask spread in contract price cents (0..1 = 100 ¢), weighted by turnover across the day’s contracts. Top-1 depth = mean of the best bid and best ask notional in USD, weighted by turnover. L2 updates = order-book level updates recorded across all contracts of the day. Days captured before the extended statistics show —.

Contracts

Most traded Humanity's Last Exam contracts by day

The ten contracts with the most USD turnover per UTC day — open, high, low, close, VWAP and the outcome implied by the last print; the six previous days fold out below.

The 3 most traded Humanity's Last Exam contracts on 2026-11-01 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 3 still open at the last print: 6 trades, $73.46 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T60 with $49.14 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.7500.7500.7500.7500.750open1$49.14100 %6.49 ¢$32.691.9Kbuy file →
KXLASTEXAM-26DEC31-T70 LASTEXAM · 2026-12-31 · strike · ABOVE 700.1500.1900.1400.1900.145open3$21.8396 %2.24 ¢$10.07364buy file →
KXLASTEXAM-26DEC31-T75 LASTEXAM · 2026-12-31 · strike · ABOVE 750.1100.1100.0800.0800.082open2$2.490 %4.49 ¢$9.37212buy file →

Prices quote 0..1 (probability of Yes). Open/high/low/close/VWAP are that UTC day’s trade prints per contract; the implied outcome reads the last print — ≥ 0.97 as Yes, ≤ 0.03 as No, anything between as still open — venues publish the official result. Buy share = taker-buy side of turnover; spread = the contract's turnover-weighted quoted bid-ask spread in cents, top-1 depth = mean best-bid/ask notional per side, L2 updates = order-book level updates recorded for the contract that day. “Settles” is the venue-listed close time of the contract where the venue publishes one (UTC).

2026-10-31 — 1 contract, 4 trades, $4.77 turnover

The 1 most traded Humanity's Last Exam contracts on 2026-10-31 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 4 trades, $4.77 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T70 with $4.77 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T70 LASTEXAM · 2026-12-31 · strike · ABOVE 700.1400.1500.0900.1500.114open4$4.77100 %4.79 ¢$4.45511buy file →
2026-10-30 — 3 contracts, 24 trades, $296.27 turnover

The 3 most traded Humanity's Last Exam contracts on 2026-10-30 — 1 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 2 still open at the last print: 24 trades, $296.27 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T65 with $162.29 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T65 LASTEXAM · 2026-12-31 · strike · ABOVE 650.2800.3300.2700.3200.327open10$162.2988 %17.1 ¢$25.5311.2Kbuy file →
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.5900.7500.5900.7500.624open10$89.1894 %6.43 ¢$46.264.4Kbuy file →
KXLASTEXAM-26DEC31-T55 LASTEXAM · 2026-12-31 · strike · ABOVE 550.9900.9900.9600.9900.965Yes4$44.811 %3.02 ¢$8.15140buy file →
2026-10-29 — 5 contracts, 29 trades, $804.37 turnover

The 5 most traded Humanity's Last Exam contracts on 2026-10-29 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 5 still open at the last print: 29 trades, $804.37 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T60 with $529.76 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.4900.5900.4900.5900.521open15$529.76100 %7.66 ¢$95.933.2Kbuy file →
KXLASTEXAM-27DEC31-T60 LASTEXAM · 2027-12-31 · strike · ABOVE 600.8400.8500.8400.8500.850open2$175.13100 %11.2 ¢$62.68228buy file →
KXLASTEXAM-26DEC31-T65 LASTEXAM · 2026-12-31 · strike · ABOVE 650.2300.3300.2300.2800.285open8$87.2444 %6.05 ¢$61.79609buy file →
KXLASTEXAM-26DEC31-T70 LASTEXAM · 2026-12-31 · strike · ABOVE 700.1200.1500.1200.1400.147open3$11.80 %4.16 ¢$20.23502buy file →
KXLASTEXAM-26DEC31-T80 LASTEXAM · 2026-12-31 · strike · ABOVE 800.0400.0500.0400.0500.050open1$0.440 %7.35 ¢$21.91701buy file →
2026-10-28 — 3 contracts, 23 trades, $200.37 turnover

The 3 most traded Humanity's Last Exam contracts on 2026-10-28 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 3 still open at the last print: 23 trades, $200.37 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T65 with $125.68 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T65 LASTEXAM · 2026-12-31 · strike · ABOVE 650.2100.2900.2100.2300.262open14$125.6879 %4.97 ¢$21.76618buy file →
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.4100.4900.4000.4900.402open8$73.3913 %4.25 ¢$36.092.6Kbuy file →
KXLASTEXAM-26DEC31-T75 LASTEXAM · 2026-12-31 · strike · ABOVE 750.1700.1700.1100.1100.110open1$1.30 %3.02 ¢$29.65915buy file →
2026-10-27 — 5 contracts, 20 trades, $78.25 turnover

The 5 most traded Humanity's Last Exam contracts on 2026-10-27 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 5 still open at the last print: 20 trades, $78.25 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T70 with $28.68 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T70 LASTEXAM · 2026-12-31 · strike · ABOVE 700.1600.2000.1200.1200.164open8$28.6882 %5.56 ¢$42.37456buy file →
KXLASTEXAM-26DEC31-T65 LASTEXAM · 2026-12-31 · strike · ABOVE 650.2400.2400.2100.2100.216open4$26.770 %4.90 ¢$17.88894buy file →
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.4300.4500.4100.4100.412open4$21.684 %3.03 ¢$24.562.6Kbuy file →
KXLASTEXAM-27DEC31-T70 LASTEXAM · 2027-12-31 · strike · ABOVE 700.5900.5900.5900.5900.590open1$0.58100 %5.00 ¢$101.56283buy file →
KXLASTEXAM-26DEC31-T80 LASTEXAM · 2026-12-31 · strike · ABOVE 800.0400.0500.0400.0400.045open3$0.5456 %1.40 ¢$1.66466buy file →
2026-10-26 — 3 contracts, 17 trades, $232.28 turnover

The 3 most traded Humanity's Last Exam contracts on 2026-10-26 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 3 still open at the last print: 17 trades, $232.28 USD turnover. The busiest contract was KXLASTEXAM-26DEC31-T65 with $199.09 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXLASTEXAM-26DEC31-T65 LASTEXAM · 2026-12-31 · strike · ABOVE 650.2100.4000.2000.2400.245open7$199.0967 %5.01 ¢$42.241.1Kbuy file →
KXLASTEXAM-26DEC31-T60 LASTEXAM · 2026-12-31 · strike · ABOVE 600.4600.4800.4000.4300.453open9$32.9962 %4.66 ¢$42.04755buy file →
KXLASTEXAM-26DEC31-T80 LASTEXAM · 2026-12-31 · strike · ABOVE 800.1200.1200.0400.0400.040open1$0.20 %1.00 ¢$1.97181buy file →
Contract anatomy

How a Humanity's Last Exam contract trades

Listed ahead
11 h
Tick size
0.01
Contracts measured
3
Quoted in
USD

On Kalshi, a Humanity's Last Exam contract trades until its event settles, is listed roughly 11 h before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 3 contracts captured on 2026-11-01.

Free sample

Try a Humanity's Last Exam contract file for free

The busiest contract of a settled day, byte-identical to the files in the paid bundle — download the native tick file, a CSV/Parquet export, or replay its order book in the browser.

KXLASTEXAM-26DEC31-T652026-10-26 (UTC) · 38.4 KB · 7 trades · $199.09 turnover · 0.210 → 0.240Full tick file: every trade print and Level-2 order-book update of the contract on that day, zstd-compressed JSON lines — no account needed.
Replay
Intraday profile

KXLASTEXAM-26DEC31-T65 minute by minute — 2026-10-26

One-minute open/high/low/close, trades, USD turnover, quoted spread and top-of-book depth of the sample contract — the same 1-minute statistics every instrument’s analytics page offers.

KXLASTEXAM-26DEC31-T65 traded in 3 of the day’s minutes (16:26–20:42 UTC): 7 trades, $199.09 turnover, opening at 0.210, ranging 0.200–0.400 and closing at 0.240.

0.00.51.016:26 UTC20:42 UTC
Minute (UTC)OpenHighLowCloseTradesTurnoverSpreadTop-1 bid / ask
16:260.2100.2000.2000.2001$304.97 ¢$90.61 / $10.53
18:590.2000.4000.2400.4005$133.0923.1 ¢$29.7 / $28.58
20:420.4000.2400.2400.2401$369.34 ¢$97.05 / $72.08

1-minute statistics computed from the recorded ticks; minutes without a trade are omitted. Spread in contract price cents; top-1 depth = resting notional at the best bid / best ask. Every minute of every day is in the free analytics; the raw ticks are in the sample file above.

Build a bot

Build a Humanity's Last Exam model on this data

Every resolved Humanity's Last Exam contract is a labelled example: the day bundle holds its full order-book path and trade tape, nanosecond-stamped, and its settlement is the label. The statistics on this page cover the most traded contracts per day; the bundle holds every contract listed on Kalshi that day.

Contract-days traded since 2026-08-09
178

Split by time, never at random — adjacent contracts share a regime, and a random split leaks it into the test set. The training-data hub covers labels, leakage and walk-forward validation.

Purchased data is for your own use — backtesting, research, analytics and training your own models, in-house or in your own products; the trained models and derived data you build from it are yours. The raw files and tick streams themselves may not be redistributed, resold or published. The full terms are on the data license page.

Why CryptoStruct

Why buy Kalshi Humanity's Last Exam data here

Four things every page on this site is built on — and the reason the numbers above exist at all.

We record everything

The complete public feed of each venue as it was published: every Level-2 snapshot and update at the venue's full book depth, every trade with its aggressor side, every quote, funding, mark-price and liquidation event — for every instrument the venue lists, every UTC day since we added the venue. Nothing sampled, no top-N cut, no on-demand capture.

Institutional grade

Captured co-located at the venue with the exchange timestamp and our receive timestamp in integer nanoseconds, an event-id chain that makes any gap visible, and one normalized schema across 35+ venues — the same capture our own high-frequency trading engine and enterprise feeds run on.

€1 per instrument-day

Any instrument-day is €1, series-day bundles start at €1 — no subscription, no minimum order, no tiers to unlock. Credit packs lower the effective price and never expire, and every venue has free full-day samples to test against first.

Self-service for everyone

Pick the days in the Data Shop, pay by card as a guest and download immediately — no sales call, no enterprise contract, no KYC. Coding agents buy the same files through the MCP server, and the free Agent Skill teaches them the format.

Agents: /llms.txt · MCP server /mcp · every page as markdown via Accept: text/markdown

FAQ

Kalshi Humanity's Last Exam data — FAQ

What Kalshi Humanity's Last Exam data can I download?

Tick-by-tick trades and Level-2 order-book depth for every contract of the Humanity's Last Exam series on Kalshi (17 contract files on the latest day). One bundle = one UTC day of the whole series.

What is the Kalshi series ticker for Humanity's Last Exam?

KXLASTEXAM — every contract of the series carries this prefix in its ticker (followed by the event date and strike). Files in a day bundle are named by the full contract ticker, so a bundle holds every KXLASTEXAM-* contract listed that UTC day.

How far back does the Humanity's Last Exam data go?

Coverage runs May 2026 – present — 166 trading days in total.

What format are the Kalshi files in?

One zstd-compressed text file per contract per UTC day, in the same normalized schema as our crypto venues — see the market-data specification; free samples on the downloads page.

Can I get Kalshi Humanity's Last Exam data as CSV or Parquet?

Yes — trades export as gzipped CSV or Parquet at no extra cost, with integer microsecond UTC timestamps that load straight into pandas, polars or DuckDB. Kalshi records full order-book depth without a separate BBO stream, so book data ships in the native tick file — the free reader script converts it locally. See the formats overview.

How much does Kalshi Humanity's Last Exam historical data cost?

€1 per series-day bundle — every contract of the series for that day — no subscription, no minimum order; buy as a guest in the Data Shop and download immediately. Credit packs lower the effective price and never expire.

Do I need an account or a sales call?

No. Pick the Humanity's Last Exam series-days in the Data Shop, pay by card as a guest and download immediately — no subscription, no minimum order, no KYC, no enterprise contract, no sales call. Coding agents buy the same bundles through the MCP server.

How is the Kalshi Humanity's Last Exam data captured?

Co-located at the venue, message by message: every Level-2 update and every trade print carries the exchange timestamp and our receive timestamp in integer nanoseconds, an event-id chain makes any gap visible, and one normalized schema across 35+ venues means a parser written for Binance reads these files unchanged. It is the same capture our own high-frequency trading engine runs on — nothing sampled, no top-N cut.

How many Humanity's Last Exam contracts trade per day on Kalshi?

On average 2 Humanity's Last Exam contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 17.5K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.

How liquid are Kalshi Humanity's Last Exam contracts?

Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 6.34 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $1.4K per side, 77 % of USD turnover was taker-buy. These figures are computed from the recorded Level-2 order books and trade prints — the same data in the day bundles.

What was the most traded Humanity's Last Exam contract on 2026-11-01?

KXLASTEXAM-26DEC31-T60 (LASTEXAM · 2026-12-31 · strike · ABOVE 60) — $49.14 USD turnover over 1 trade on Kalshi. The 3 most traded contracts of the series did 6 trades and $73.46 that UTC day. Open, high, low, close and VWAP per contract are listed on this page; the tick-level data is in the day bundle.

What was the busiest Humanity's Last Exam trading day on Kalshi?

2026-10-14, with $5.5K of USD turnover over 26 trades across every Humanity's Last Exam contract of the day; the busiest full month was Oct 2026 at $9.8K. Since our statistics began on 2026-08-09 the series has recorded 800 trades and $20.4K over 85 captured days; the single biggest contract was KXLASTEXAM-26DEC31-T55 (LASTEXAM · 2026-12-31 · strike · ABOVE 55) on 2026-10-14 with $5.0K. Any of these days is a downloadable bundle.

Which weekday does Kalshi Humanity's Last Exam trade most?

Wednesdays — about $1.4K of USD turnover per Wednesday and 62 % of the series' turnover over the 30 captured days to 2026-11-01 on Kalshi, summed from every trade print of the series' contracts. The weekday profile on this page shows all seven days; the day bundles carry the full tape behind them.

Topics

Topic hubs featuring this series