Player form & fatigue — HSH Cricket Intelligence

How to buy

Two ways in — pick yours.

For people & teams

Buy credits with a card — no wallet, no crypto.
Get an API key emailed to you instantly.
Call this product with your key — credits debit per call.
Check your balance anytime via Check balance.

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For AI agents

Point your agent at the x402 endpoint, or describe the need in plain language.
Pay per call in USDC (Base or Solana) — no signup.
Receive the signal inline, settled on-chain.

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What you get · 3 layers

The signal, in full.

Pass the match state; receive a complete, model-backed read.

Form rating

Recent scoring (exponentially weighted) against the player's own career baseline, labelled red-hot, in-form, steady, cold, or out-of-form.

formform_ratio

Fatigue flag

Recent bowling workload over the last few appearances, flagged low, moderate, or high — a heavily-worked bowler is a fade signal.

bowl_fatigue

Gated to real players

Restricted to 502 established IPL players with stable histories, so ratings surface genuine stars rather than small-sample noise.

career_avggames

Where it comes from

Measured against each player's baseline.

Trained on 4,683 real T20 matches from Cricsheet — free, legal, ball-by-ball — then validated on unseen matches. No fragile live-feed dependency; the intelligence is in the model.

Established-player gate

Only 502 IPL players with 15+ games and a stable baseline — deliberately excludes minnow-league noise.

gated

Exponentially-weighted form

Recent innings weighted more heavily, divided by career average.

proprietary methodology

Workload tracking

Bowling balls over the last three appearances, bucketed low/moderate/high.

feature-engineered

Real career baselines

Every rating is relative to the player's own history, not a league average.

per-player

Who calls it

Use cases.

For autonomous agents

Fantasy bot

Weight by form

Nudge picks toward in-form players and away from cold ones.

Preview bot

Auto-note fatigue

Flag heavily-worked bowlers in generated match previews.

Alert agent

Form swings

Notify when a tracked player flips to red-hot or out-of-form.

For people & teams

Fantasy player

Ride the hot hand

Pick players trending above their baseline, fade the cold ones.

Tipster

Back form with data

Support 'in form' claims with a real ratio, not a hunch.

Analyst

Track trajectories

Follow form and workload across a season for established players.

How to call it

Discover, pay, receive.

01 · Discover

Find the tool

Via MCP at dod.hshintelligence.com/mcp or the /x402/catalog.

02 · Pay

Pay per call

Send the x402 payment in USDC on Base. Fixed deterministic price.

03 · Receive

Get the signal

The signal returns inline — ready for your model, lineup, or strategy.

# call the form tool
curl -H "X-Payment: <x402-usdc-base-payload>" \
"https://dod.hshintelligence.com/mcp" \
-d '{"tool":"hsh-cricket-form","input":{...}}'

Questions

FAQ.

Why only 502 players?

Because ungated, the ratings surfaced obscure minnow-league players with wild small-sample swings. Gating to established IPL players (15+ games, real baseline) makes the signal genuine stars.

How is form measured?

Exponentially-weighted recent fantasy output divided by the player's career average — above 1.3 is red-hot, below 0.7 is out-of-form.

What is the fatigue flag?

Recent bowling balls over the last three appearances, bucketed low/moderate/high. High workload is a fade signal for bowlers.

What do I pass?

A player name — partial matches are resolved to the gated list.

Player form & fatigue.