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Kalshi · Sports · event · KXNPB

Kalshi KXNPB — NPB Champion Historical Data

Every Kalshi “NPB Champion” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 200 trading days as day bundles, €1 per day, bought as a guest with instant download.

Trading days
200
Coverage
April 2026 – present
Archive size
76.4 MB
Price per day
€1
Activity & identifier

NPB Champion 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
KXNPB
Avg trades / day
24
Avg turnover / day
$174.65
Captured days
30
Trades (30d)
722
Turnover (30d)
$5.2K
Contracts traded / day
2
Buy share
70 %
Avg spread
7.16 ¢
Top-1 depth
$22.5
L2 updates / day
65.0K
L2 updates / trade
2701.9
Market types (NPB on Kalshi)
moneyline / winner 1,810 · spread / handicap 1,552 · total / over-under 1,552
30d vs prior 30d
+215.7 %
Since 2026-08-09
1.1K trades · $7.5K
Record day
$534.38 · 2026-10-27
Files on latest day
12
What's in a bundle

One purchase, the whole series for a day

A series-day bundle contains every NPB Champion contract that was listed on Kalshi on that UTC day — traded or not — 12 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 April 2026 – present — 200 trading days, 76.4 MB compressed in total. A day typically holds 12 contract files (up to 12 on the busiest day, 5.27 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

NPB Champion — development since capture

1,091 trades and $7.5K of USD turnover over 85 captured days since 2026-08-09 — record day 2026-10-27 with $534.38, biggest single contract KXNPB-26-FUK (NPB · FUK) (2026-10-27, $532.85).

MonthDaysTradesTurnover (USD)Avg / dayContracts tradedL2 updatesvs previous month
Nov 2026 (month to date)116$22.15$22.1541.1K—
Oct 202631725$5.3K$170.15772.1M+227.2 %
Sep 202630218$1.6K$53.7469434.0K+151.9 %
Aug 202623132$639.97$27.825678.5K—

Kalshi NPB Champion — 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.

Other venues

NPB markets on other prediction venues

Polymarket also lists NPB event markets — the same 30-day statistics side by side, each a day bundle of its own.

Venue · seriesTrades (30d)Turnover (30d)Avg spreadTop-1 depthL2 updates / tradeDays archivedPrice / day
Kalshi · NPB Champion (this page)722$5.2K7.16 ¢$22.52701.9200€1
Polymarket · NPB Baseball (games & props)2,578$150.9K7.62 ¢$1.1K5130.5127€1

30-day window of the statistics table, per venue's own series; spread in contract-price cents and best-bid/ask depth are turnover-weighted, L2 updates per trade = recorded order-book level updates ÷ trades. "—" = no statistics row in the window. Each venue settles its own contracts on its own rules — the series are comparable in subject, not interchangeable.

When it trades

NPB Champion — activity by weekday

Tuesdays carry the most turnover, about $318.27 per day.

Weekday (UTC)Avg turnover / dayUSDAvg tradesDays
Monday$150.822.754
Tuesday$318.2747.754
Wednesday$209.6218.254
Thursday$146.66174
Friday$116.7415.754
Saturday$121.35205
Sunday$172.8927.25

Kalshi NPB Champion — 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

NPB Champion — 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
2026-11-011261.5 KB416$22.1553 %8.89 ¢$4.731.1KBuy day →
2026-10-311277.9 KB734$70.6195 %13.8 ¢$2.621.4KBuy day →
2026-10-3012425 KB210$7.15100 %——15.0KBuy day →
2026-10-2912642 KB24$2.0259 %13.3 ¢$100.3422.9KBuy day →
2026-10-2812680 KB229$52693 %7.97 ¢$35.0124.6KBuy day →
2026-10-27121.00 MB351$534.3873 %2.85 ¢$34.538.7KBuy day →
2026-10-2612303 KB16$52.3377 %3.27 ¢$58.89.4KBuy day →
2026-10-2512243 KB217$61.3582 %4.89 ¢$30.547.1KBuy day →
2026-10-2412585 KB216$38.468 %6.50 ¢$9.3221.2KBuy day →
2026-10-2312894 KB14$10.699 %8.50 ¢$12.0332.7KBuy day →
2026-10-22121.23 MB25$22.886 %6.37 ¢$22.9347.3KBuy day →
2026-10-21121.33 MB214$27.9849 %5.06 ¢$14.2750.9KBuy day →
2026-10-20121.99 MB357$157.659 %9.02 ¢$7.675.9KBuy day →
2026-10-19122.41 MB364$321.5150 %7.31 ¢$6.4793.4KBuy day →
2026-10-18121.67 MB275$508.7565 %6.15 ¢$12.4464.9KBuy day →
2026-10-17121.12 MB226$147.3752 %12.9 ¢$30.0942.4KBuy day →
2026-10-1612666 KB420$184.1861 %15.0 ¢$28.823.8KBuy day →
2026-10-1512658 KB221$239.7794 %5.45 ¢$31.1923.8KBuy day →
2026-10-14121.05 MB34$8.59100 %13.4 ¢$12.240.0KBuy day →
2026-10-13121.70 MB231$415.6374 %6.27 ¢$27.5665.8KBuy day →
2026-10-12123.22 MB318$212.3493 %8.50 ¢$13.53131.4KBuy day →
2026-10-11121.03 MB316$206.1294 %11.3 ¢$3.1439.5KBuy day →
2026-10-1012624 KB39$76.5263 %17.1 ¢$5.7321.8KBuy day →
2026-10-09121.02 MB129$264.9469 %3.96 ¢$10.7838.9KBuy day →
2026-10-08121.28 MB338$321.9744 %5.21 ¢$38.6750.1KBuy day →
2026-10-07124.17 MB226$275.972 %3.78 ¢$14.89167.4KBuy day →
2026-10-06124.94 MB252$165.475 %8.15 ¢$13.88201.2KBuy day →
2026-10-05124.13 MB23$17.0493 %7.86 ¢$2.15168.9KBuy day →
2026-10-04125.27 MB212$66.0813 %7.18 ¢$17.35215.6KBuy day →
2026-10-03125.13 MB215$273.8599 %9.83 ¢$32.09213.5KBuy 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 NPB Champion 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 4 most traded NPB Champion contracts on 2026-11-01 — 1 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 2 still open at the last print: 16 trades, $22.15 USD turnover. The busiest contract was KXNPB-26-FUK with $17.72 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.9800.9900.7600.9900.885Yes10$17.7241 %8.89 ¢$4.73206buy file →
KXNPB-26-CHU NPB · CHU2026-11-01 14:070.0200.0200.0200.0200.020No4$3.35100 %——42buy file →
KXNPB-26-HOK NPB · HOK2026-11-01 14:070.1700.1700.1700.1700.170open1$1.07100 %——93buy file →
KXNPB-26-YOK NPB · YOK2026-11-01 14:070.2100.2100.1800.1800.180open1$0.01100 %——388buy 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 — 7 contracts, 34 trades, $70.61 turnover

The 7 most traded NPB Champion contracts on 2026-10-31 — 1 closed Yes (≥ 0.97), 3 closed No (≤ 0.03), 3 still open at the last print: 34 trades, $70.61 USD turnover. The busiest contract was KXNPB-26-HAN with $25.52 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-HAN NPB · HAN2026-11-01 14:070.0100.1100.0100.0100.032No18$25.5299 %8.59 ¢$0.56242buy file →
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.8600.9900.7800.9800.941Yes5$19.9384 %20.5 ¢$5.25359buy file →
KXNPB-26-CHI NPB · CHI2026-11-01 14:070.0200.0400.0200.0400.022open4$11.9100 %——82buy file →
KXNPB-26-CHU NPB · CHU2026-11-01 14:070.0200.0200.0200.0200.020No2$6.56100 %——39buy file →
KXNPB-26-ORI NPB · ORI2026-11-01 14:070.0100.0400.0100.0400.017open3$4.92100 %——65buy file →
KXNPB-26-HIR NPB · HIR2026-11-01 14:070.0200.0200.0200.0200.020No1$0.94100 %——50buy file →
KXNPB-26-YOK NPB · YOK2026-11-01 14:070.1400.2100.1400.2100.210open1$0.84100 %——189buy file →
2026-10-30 — 2 contracts, 10 trades, $7.15 turnover

The 2 most traded NPB Champion contracts on 2026-10-30 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 1 still open at the last print: 10 trades, $7.15 USD turnover. The busiest contract was KXNPB-26-HAN with $7.14 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-HAN NPB · HAN2026-11-01 14:070.0100.0100.0100.0100.010No9$7.14100 %——388buy file →
KXNPB-26-HOK NPB · HOK2026-11-01 14:070.1700.1700.1700.1700.170open1$0.01100 %——172buy file →
2026-10-29 — 2 contracts, 4 trades, $2.02 turnover

The 2 most traded NPB Champion contracts on 2026-10-29 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 2 still open at the last print: 4 trades, $2.02 USD turnover. The busiest contract was KXNPB-26-HOK with $1.2 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-HOK NPB · HOK2026-11-01 14:070.2100.2100.1700.1700.170open3$1.2100 %——416buy file →
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.9900.9900.8600.8600.860open1$0.820 %13.3 ¢$100.3421.0Kbuy file →
2026-10-28 — 2 contracts, 29 trades, $526 turnover

The 2 most traded NPB Champion contracts on 2026-10-28 — 1 closed Yes (≥ 0.97), 1 closed No (≤ 0.03): 29 trades, $526 USD turnover. The busiest contract was KXNPB-26-FUK with $525.7 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.9500.9900.7800.9900.978Yes26$525.793 %7.96 ¢$35.0215.5Kbuy file →
KXNPB-26-YOM NPB · YOM2026-11-01 14:070.0700.0700.0100.0100.026No3$0.380 %13.0 ¢$10.293.7Kbuy file →
2026-10-27 — 3 contracts, 51 trades, $534.38 turnover

The 3 most traded NPB Champion contracts on 2026-10-27 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 3 still open at the last print: 51 trades, $534.38 USD turnover. The busiest contract was KXNPB-26-FUK with $532.85 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.8100.9500.8100.9500.840open46$532.8573 %2.83 ¢$34.5929.4Kbuy file →
KXNPB-26-YOK NPB · YOK2026-11-01 14:070.1900.1900.1400.1400.140open4$1.520 %11.5 ¢$2.338.1Kbuy file →
KXNPB-26-SAI NPB · SAI2026-11-01 14:070.1400.1400.1400.1400.140open1$0.01100 %——119buy file →
2026-10-26 — 1 contract, 6 trades, $52.33 turnover

The 1 most traded NPB Champion contracts on 2026-10-26 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 6 trades, $52.33 USD turnover. The busiest contract was KXNPB-26-FUK with $52.33 turnover.

ContractSettles (UTC)OpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXNPB-26-FUK NPB · FUK2026-11-01 14:070.8400.8500.8100.8100.818open6$52.3377 %3.27 ¢$58.86.7Kbuy file →
Market types

NPB on Kalshi — market types across the series

Across 5 NPB series on Kalshi, 5,314 contracts have been listed as of 2026-11-02: moneyline / winner 1,810 · spread / handicap 1,552 · total / over-under 1,552 · other 400. Counted from every contract file of the family, not from the traded top-10.

Market typeContracts listed (all time)Listed last 30 daysShare
moneyline / winner1,8105834 %
spread / handicap1,55211629 %
total / over-under1,55211629 %
other400418 %
Total5,314331100 %

Kalshi NPB series— market type read from each contract's venue identifier (ticker suffix on Kalshi, slug suffix on Polymarket, market description on predict.fun and OG.com), counted over every contract listed in the family as of 2026-11-02; “listed last 30 days” counts contracts whose venue settlement time falls in that window. Every one of them is in the day bundle of its day.

Contract anatomy

How a NPB Champion contract trades

Trading window
199 days
Listed ahead
14 h
Tick size
0.01
Contracts measured
4
Quoted in
USD

On Kalshi, a NPB Champion contract trades for about 199 days from open to close, is listed roughly 14 h before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 4 contracts captured on 2026-11-01.

Free sample

Try a NPB Champion 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.

KXNPB-26-FUK2026-10-25 (UTC) · 88.3 KB · 14 trades · $55.83 turnover · 0.770 → 0.840Full 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

KXNPB-26-FUK minute by minute — 2026-10-25

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.

KXNPB-26-FUK traded in 5 of the day’s minutes (15:21–16:42 UTC): 14 trades, $55.83 turnover, opening at 0.770, ranging 0.760–0.840 and closing at 0.840.

0.00.51.015:21 UTC16:42 UTC
Minute (UTC)OpenHighLowCloseTradesTurnoverSpreadTop-1 bid / ask
15:210.7700.7700.7700.7701$1.831.00 ¢$10.64 / $0.44
15:230.7700.7600.7600.7601$8.341.49 ¢$11.54 / $0.42
16:160.7600.7800.7700.7802$4.922.85 ¢$14.34 / $3.17
16:190.7800.7900.7800.7902$4.564.12 ¢$6.86 / $10.37
16:420.7900.8400.7900.8408$36.189.46 ¢$5.98 / $95.35

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 NPB Champion model on this data

Every settled NPB Champion contract is a labelled example: the winner, the line or the total that cleared is the label, and the day bundle holds each contract's full order-book path and trade tape, nanosecond-stamped, from the first quote days before the event to the last print — the features for that 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
206
Market types, 2026-11-02
moneyline / winner 1,810 · spread / handicap 1,552 · total / over-under 1,552 · other 400

Split by season and match day, never at random — the contracts of one slate share injuries, weather and the same public money, and a random split leaks the slate's results into training; walk forward over game days and purge the days whose contracts were still open. The sports-model guide works the closing-line benchmark, the pre-game line path and that split through.

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 NPB Champion 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 NPB Champion data — FAQ

What Kalshi NPB Champion data can I download?

Tick-by-tick trades and Level-2 order-book depth for every contract of the NPB Champion series on Kalshi (12 contract files on the latest day). One bundle = one UTC day of the whole series.

What is the Kalshi series ticker for NPB Champion?

KXNPB — 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 KXNPB-* contract listed that UTC day.

How far back does the NPB Champion data go?

Coverage runs April 2026 – present — 200 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 NPB Champion 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 NPB Champion 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 NPB Champion 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 NPB Champion 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 NPB Champion contracts trade per day on Kalshi?

On average 2 NPB Champion contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 65.0K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.

How liquid are Kalshi NPB Champion contracts?

Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 7.16 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $22.5 per side, 70 % 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 NPB Champion contract on 2026-11-01?

KXNPB-26-FUK (NPB · FUK) — $17.72 USD turnover over 10 trades on Kalshi. The 4 most traded contracts of the series did 16 trades and $22.15 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 NPB Champion trading day on Kalshi?

2026-10-27, with $534.38 of USD turnover over 51 trades across every NPB Champion contract of the day; the busiest full month was Oct 2026 at $5.3K. Since our statistics began on 2026-08-09 the series has recorded 1,091 trades and $7.5K over 85 captured days; the single biggest contract was KXNPB-26-FUK (NPB · FUK) on 2026-10-27 with $532.85. Any of these days is a downloadable bundle.

Which market types does Kalshi list for NPB?

Kalshi lists each market type as its own series — 5 NPB series with 5,314 contracts listed as of 2026-11-02: moneyline / winner 1,810 · spread / handicap 1,552 · total / over-under 1,552 · other 400. NPB Champion is one of them; a series-day bundle covers one series, so buy the same day across the sibling series you need in the shop.

Which weekday does Kalshi NPB Champion trade most?

Tuesdays — about $318.27 of USD turnover per Tuesday and 24 % 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