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Kalshi · Sports · annual · KXNBAMIMP

Kalshi Pro Basketball Most Improved Player Da

Every Kalshi “Pro Basketball Most Improved Player” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 89 trading days as day bundles, €1 per day, bought as a guest with instant download.

Trading days
89
Coverage
March 2026 – present
Archive size
53.8 MB
Price per day
€1
Activity & identifier

Pro Basketball Most Improved Player on Kalshi — activity

Trades and USD turnover summed over every contract of the series across 30 captured days to 2026-10-15, 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
KXNBAMIMP
Avg trades / day
28
Avg turnover / day
$10.06
Captured days
30
Trades (30d)
842
Turnover (30d)
$301.89
Contracts traded / day
6
Buy share
56 %
Avg spread
35.8 ¢
Top-1 depth
$154.1
L2 updates / day
15.4K
Since 2026-09-09
868 trades · $302.15
Record day
$141.86 · 2026-10-14
Files on latest day
46
What's in a bundle

One purchase, the whole series for a day

A series-day bundle contains every Pro Basketball Most Improved Player contract that was listed on Kalshi on that UTC day — traded or not — 46 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 March 2026 – present — 89 trading days, 53.8 MB compressed in total. A day typically holds 53 contract files (up to 59 on the busiest day, 7.39 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

Pro Basketball Most Improved Player — development since capture

868 trades and $302.15 of USD turnover over 37 captured days since 2026-09-09 — record day 2026-10-14 with $141.86, biggest single contract KXNBAMIMP-27-SHENDERSON00 (2026-10-02, $24.94).

MonthDaysTradesTurnover (USD)Avg / dayContracts tradedL2 updatesvs previous month
Oct 2026 (month to date)15761$289.5$19.3116425.1K—
Sep 202622107$12.65$0.5810345.1K—

Kalshi Pro Basketball Most Improved Player — 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

Pro Basketball Most Improved Player — activity by weekday

Wednesdays carry the most turnover, about $29.81 per day.

Weekday (UTC)Avg turnover / dayUSDAvg tradesDays
Monday$2.414
Tuesday$7.111.754
Wednesday$29.81110.45
Thursday$7.2737.45
Friday$13.9215.754
Saturday$2.246.54
Sunday$3.460.754

Kalshi Pro Basketball Most Improved Player — 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

Pro Basketball Most Improved Player — 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
2026-10-15467.39 MB34185$29.6231 %18.8 ¢$20.77307.8KBuy day →
2026-10-14461.60 MB37522$141.8627 %24.0 ¢$27.8252.9KBuy day →
2026-10-1345173 KB33$16.9100 %22.1 ¢$35.042.3KBuy day →
2026-10-1245189 KB13$8.62100 %30.8 ¢$33.182.5KBuy day →
2026-10-1145183 KB11$1.91100 %20.3 ¢$16.872.4KBuy day →
2026-10-1045220 KB11$4.92100 %23.7 ¢$23.54.0KBuy day →
2026-10-0945897 KB2834$23.6480 %33.0 ¢$44.3831.6KBuy day →
2026-10-0845205 KB22$6.72100 %38.4 ¢$46.582.9KBuy day →
2026-10-0745191 KB33$6.9397 %38.7 ¢$28.612.6KBuy day →
2026-10-0645197 KB23$10.56100 %32.7 ¢$9.742.7KBuy day →
2026-10-0545209 KB11$0.97100 %49.2 ¢$58.43.0KBuy day →
2026-10-0445148 KB22$11.91100 %85.6 ¢$1.4K2.5KBuy day →
2026-10-0345176 KB00$0———2.0KBuy day →
2026-10-0245155 KB11$24.94100 %93.0 ¢$616.812.5KBuy day →
2026-10-0145180 KB00$0———3.4KBuy day →
2026-09-3045171 KB00$0———2.3KBuy day →
2026-09-2945117 KB11$0.97100 %49.0 ¢$108.191.3KBuy day →
2026-09-2845106 KB00$0———1.2KBuy day →
2026-09-2745107 KB00$0———1.2KBuy day →
2026-09-2645158 KB2424$1.5663 %84.8 ¢$641.522.2KBuy day →
2026-09-2545243 KB2528$7.1170 %85.4 ¢$657.843.8KBuy day →
2026-09-2445149 KB00$0———1.4KBuy day →
2026-09-2345104 KB00$0———999Buy day →
2026-09-2245556 KB00$0———15.5KBuy day →
2026-09-2145130 KB00$0———1.3KBuy day →
2026-09-2045119 KB00$0———1.1KBuy day →
2026-09-1945187 KB11$2.48100 %88.8 ¢$655.411.3KBuy day →
2026-09-1845171 KB00$0———1.0KBuy day →
2026-09-1745147 KB00$0———1.2KBuy day →
2026-09-1645164 KB2727$0.274 %85.7 ¢$622.711.9KBuy 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 Pro Basketball Most Improved Player 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 10 most traded Pro Basketball Most Improved Player contracts on 2026-10-15 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 10 still open at the last print: 65 trades, $23.49 USD turnover. The busiest contract was KXNBAMIMP-27-BMILLER24 with $5.66 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-BMILLER240.1200.2500.1200.1400.166open9$5.6647 %buy file →
KXNBAMIMP-27-KWARE90.0900.1000.0700.0700.081open8$4.820 %buy file →
KXNBAMIMP-27-ATHOMPSON90.0200.2800.0200.2800.118open6$2.6689 %buy file →
KXNBAMIMP-27-PPRITCHARD110.0600.2300.0600.2300.119open7$2.1644 %buy file →
KXNBAMIMP-27-PLARSSON90.0700.1000.0700.0900.090open6$1.990 %buy file →
KXNBAMIMP-27-RROLLINS130.0100.2300.0100.2300.089open7$1.89100 %buy file →
KXNBAMIMP-27-MBUZELIS140.3000.3000.0800.1700.106open6$1.7222 %buy file →
KXNBAMIMP-27-CCOWARD230.0400.0700.0400.0700.064open6$0.890 %buy file →
KXNBAMIMP-27-AMITCHELL250.0600.0700.0600.0600.061open5$0.860 %buy file →
KXNBAMIMP-27-TJEROME20.0500.0600.0500.0600.060open5$0.840 %buy 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.

2026-10-14 — 10 contracts, 168 trades, $95.98 turnover

The 10 most traded Pro Basketball Most Improved Player contracts on 2026-10-14 — 0 closed Yes (≥ 0.97), 3 closed No (≤ 0.03), 7 still open at the last print: 168 trades, $95.98 USD turnover. The busiest contract was KXNBAMIMP-27-BMILLER24 with $19.12 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-BMILLER240.1000.3500.1000.1200.166open18$19.1250 %buy file →
KXNBAMIMP-27-SHENDERSON000.0300.3600.0100.0100.124No17$15.8590 %buy file →
KXNBAMIMP-27-MBUZELIS140.1000.3000.0700.3000.110open17$11.2442 %buy file →
KXNBAMIMP-27-PLARSSON90.3400.3400.0600.0700.070open19$10.820 %buy file →
KXNBAMIMP-27-KWARE90.3600.3600.0600.0900.082open17$8.370 %buy file →
KXNBAMIMP-27-JKUMINGA00.0400.0800.0300.0300.064No16$6.550 %buy file →
KXNBAMIMP-27-WKESSLER140.0100.3100.0100.0200.055No17$6.4168 %buy file →
KXNBAMIMP-27-AMITCHELL250.0300.0700.0300.0600.060open16$6.170 %buy file →
KXNBAMIMP-27-DHARPER20.3300.3300.0200.0600.057open16$5.840 %buy file →
KXNBAMIMP-27-PPRITCHARD110.2400.2400.0500.0600.055open15$5.610 %buy file →
2026-10-13 — 3 contracts, 3 trades, $16.9 turnover

The 3 most traded Pro Basketball Most Improved Player contracts on 2026-10-13 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 3 still open at the last print: 3 trades, $16.9 USD turnover. The busiest contract was KXNBAMIMP-27-EDEMIN8 with $9.5 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-EDEMIN80.2500.2500.2400.2400.240open1$9.5100 %buy file →
KXNBAMIMP-27-PPRITCHARD110.3000.3000.2400.2400.240open1$4.75100 %buy file →
KXNBAMIMP-27-PLARSSON90.0400.3400.0400.3400.340open1$2.65100 %buy file →
2026-10-12 — 1 contract, 3 trades, $8.62 turnover

The 1 most traded Pro Basketball Most Improved Player contracts on 2026-10-12 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 3 trades, $8.62 USD turnover. The busiest contract was KXNBAMIMP-27-DHARPER2 with $8.62 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-DHARPER20.3200.3500.3200.3300.343open3$8.62100 %buy file →
2026-10-11 — 1 contract, 1 trades, $1.91 turnover

The 1 most traded Pro Basketball Most Improved Player contracts on 2026-10-11 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 1 trades, $1.91 USD turnover. The busiest contract was KXNBAMIMP-27-PPRITCHARD11 with $1.91 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-PPRITCHARD110.0500.3000.0500.3000.300open1$1.91100 %buy file →
2026-10-10 — 1 contract, 1 trades, $4.92 turnover

The 1 most traded Pro Basketball Most Improved Player contracts on 2026-10-10 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 1 trades, $4.92 USD turnover. The busiest contract was KXNBAMIMP-27-EDEMIN8 with $4.92 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-EDEMIN80.0100.2500.0100.2500.250open1$4.92100 %buy file →
2026-10-09 — 10 contracts, 16 trades, $22.26 turnover

The 10 most traded Pro Basketball Most Improved Player contracts on 2026-10-09 — 0 closed Yes (≥ 0.97), 3 closed No (≤ 0.03), 7 still open at the last print: 16 trades, $22.26 USD turnover. The busiest contract was KXNBAMIMP-27-DHARPER2 with $7.75 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy share
KXNBAMIMP-27-DHARPER20.4000.4000.0300.3200.268open3$7.7598 %buy file →
KXNBAMIMP-27-DMITCHELL20.4000.4000.0300.0300.284No2$5.4797 %buy file →
KXNBAMIMP-27-JKUMINGA00.4700.4700.0400.0400.133open3$3.7176 %buy file →
KXNBAMIMP-27-KWARE90.0400.3600.0400.3600.235open2$3.5993 %buy file →
KXNBAMIMP-27-BMILLER240.1000.1000.1000.1000.100open1$0.60 %buy file →
KXNBAMIMP-27-PPRITCHARD110.0500.0500.0500.0500.050open1$0.30 %buy file →
KXNBAMIMP-27-PLARSSON90.0400.0400.0400.0400.040open1$0.240 %buy file →
KXNBAMIMP-27-SCASTLE50.0400.0400.0400.0400.040open1$0.240 %buy file →
KXNBAMIMP-27-AMITCHELL250.0300.0300.0300.0300.030No1$0.180 %buy file →
KXNBAMIMP-27-SHENDERSON000.0300.0300.0300.0300.030No1$0.180 %buy file →
Contract anatomy

How a Pro Basketball Most Improved Player contract trades

Listed ahead
22 min
Tick size
0.01
Contracts measured
10
Quoted in
USD

On Kalshi, a Pro Basketball Most Improved Player contract trades until its event settles, is listed roughly 22 min before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 10 contracts captured on 2026-10-15.

Free sample

Try a Pro Basketball Most Improved Player 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.

KXNBAMIMP-27-DHARPER22026-10-06 (UTC) · 6.60 KB · 2 trades · $9.6 turnover · 0.550 → 0.400Full 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

KXNBAMIMP-27-DHARPER2 minute by minute — 2026-10-06

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.

KXNBAMIMP-27-DHARPER2 traded in 1 of the day’s minutes (01:24–01:24 UTC): 2 trades, $9.6 turnover, opening at 0.550, ranging 0.390–0.400 and closing at 0.400.

Minute (UTC)OpenHighLowCloseTradesTurnoverSpreadTop-1 bid / ask
01:240.5500.4000.3900.4002$9.637.0 ¢$7.87 / $55.26

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.

Why CryptoStruct

Why buy Kalshi Pro Basketball Most Improved Player 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 Pro Basketball Most Improved Player data — FAQ

What Kalshi Pro Basketball Most Improved Player data can I download?

Tick-by-tick trades and Level-2 order-book depth for every contract of the Pro Basketball Most Improved Player series on Kalshi (46 contract files on the latest day). One bundle = one UTC day of the whole series.

What is the Kalshi series ticker for Pro Basketball Most Improved Player?

KXNBAMIMP — 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 KXNBAMIMP-* contract listed that UTC day.

How far back does the Pro Basketball Most Improved Player data go?

Coverage runs March 2026 – present — 89 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 Pro Basketball Most Improved Player 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 Pro Basketball Most Improved Player 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 Pro Basketball Most Improved Player 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 Pro Basketball Most Improved Player 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 Pro Basketball Most Improved Player contracts trade per day on Kalshi?

On average 6 Pro Basketball Most Improved Player contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 15.4K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.

How liquid are Kalshi Pro Basketball Most Improved Player contracts?

Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 35.8 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $154.1 per side, 56 % 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 Pro Basketball Most Improved Player contract on 2026-10-15?

KXNBAMIMP-27-BMILLER24 — $5.66 USD turnover over 9 trades on Kalshi. The 10 most traded contracts of the series did 65 trades and $23.49 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 Pro Basketball Most Improved Player trading day on Kalshi?

2026-10-14, with $141.86 of USD turnover over 522 trades across every Pro Basketball Most Improved Player contract of the day; the busiest full month was Sep 2026 at $12.65. Since our statistics began on 2026-09-09 the series has recorded 868 trades and $302.15 over 37 captured days; the single biggest contract was KXNBAMIMP-27-SHENDERSON00 on 2026-10-02 with $24.94. Any of these days is a downloadable bundle.

Topics

Topic hubs featuring this series