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kalshi historical data / science and technology / KXBESTLLMCOUNTRY
§science and technology

Best LLM country, tick by tick.
Kalshi series KXBESTLLMCOUNTRY: order book and trades, 2026-10-08 → 2026-10-23.

The order-book and trade history of Kalshi's Best LLM country series (new markets on an irregular schedule, one event per game, match or release): top of book on every change, the 25-level book on every change in YES terms, every trade with the taker's side, and Kalshi's own ticker, with exchange timestamps to the millisecond. Captured by us from Kalshi's websocket on two independent legs and checked against the exchange's own book snapshots.

16 days2026-10-08 → 2026-10-23 · every day since its first · ~406 kB per day · 6 MB on disk · 5 open markets
pull KXBESTLLMCOUNTRY days →schemapricing

What a KXBESTLLMCOUNTRY day contains

Four parquet files per day, every market of the series in each. Sizes are this series' own averages over its 16 days on disk.

Top of book (every change)kalshi_l1

Best YES bid and ask with sizes and the spread, one row whenever either changed, derived tick by tick from the rebuilt book: not Kalshi's conflated ticker.

~28 kB per KXBESTLLMCOUNTRY day
Order book, 25 levels, every changekalshi_l2

The whole ladder after every book event, in YES terms (the NO bids become the asks, at their sizes), 25 levels a side: wide columns bid_px_1 … ask_sz_25, plus the exchange's own hourly snapshots. Each row is self-contained, so you can start reading mid-day.

~337 kB per KXBESTLLMCOUNTRY day
Tradeskalshi_trades

Every trade: YES and NO price, size in contracts, the taker's side, block-trade flag, trade id.

~12 kB per KXBESTLLMCOUNTRY day
Kalshi ticker (~1 s)kalshi_ticker

Kalshi's own ticker feed, about one update a second per market: last price, YES bid/ask with sizes, cumulative volume and open interest in contracts and dollars.

~29 kB per KXBESTLLMCOUNTRY day

KXBESTLLMCOUNTRY markets

The 5 closing nearest to now, from Kalshi's daily market list. Each is a row key (market_ticker) in every table, captured from the day it opens until it settles.

Which country will have the best LLM at the end of the decade?: United Arab EmiratesKXBESTLLMCOUNTRY-29DEC31-AEcloses 2029-12-31 14:59 UTC
Which country will have the best LLM at the end of the decade?: ChinaKXBESTLLMCOUNTRY-29DEC31-CNcloses 2029-12-31 14:59 UTC
Which country will have the best LLM at the end of the decade?: FranceKXBESTLLMCOUNTRY-29DEC31-FRcloses 2029-12-31 14:59 UTC
Which country will have the best LLM at the end of the decade?: South KoreaKXBESTLLMCOUNTRY-29DEC31-KRcloses 2029-12-31 14:59 UTC
Which country will have the best LLM at the end of the decade?: United StatesKXBESTLLMCOUNTRY-29DEC31-UScloses 2029-12-31 14:59 UTC

Coverage notes for KXBESTLLMCOUNTRY

  • First day on disk: 2026-10-08. The series' first book appeared then. New days are added daily.
  • Trades before 2026-09-27. Kalshi's historical API has no tick-level order book, so earlier KXBESTLLMCOUNTRY trades are in the whole-exchange trades history (from 2021-06-30, one file a day): filter market_ticker to this series' markets, which start with KXBESTLLMCOUNTRY-.
  • Every bundle ships a README with the schemas and, per day, how often the rebuilt book matched the exchange's own snapshots, for your exact range.

Pricing

A month of KXBESTLLMCOUNTRY, every table, is about 12 MB. Bought for Kalshi, Starter ($29/mo) carries top of book, trades and the ticker for every series plus one series of your choice, KXBESTLLMCOUNTRY if you like, at full book depth; L10 ($49/mo) carries every series' book at 10 levels and L25 ($99/mo) the full 25-level book. Each includes 7 days before you join and every day after. Any free account can pull 2026-10-07, any series, up to 1.0 GB.

Starter: KXBESTLLMCOUNTRY at full depth →L10: every series at 10 levelsL25: every series, 25 levelsfree sample day

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