MethodologyMethodologyVerified 2026-06-18

Sample-Size Floors

Minimum data thresholds a player or split must meet before a CricketStudio claim is eligible.

Canonical CricketStudio resource
https://players.cricketstudio.ai
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Sample-Size Floors

Summary

A sample-size floor is the minimum amount of data (balls, fixtures, or deliveries) a player or split must accumulate before CricketStudio will treat a metric as signal rather than noise. Floors prevent misleading "best strike rate" claims built on a handful of balls.

Why This Matters

A batter who faced 6 balls and hit 3 sixes has a strike rate of 300 — but that number tells you almost nothing about ability. Floors make sure rankings and comparisons reflect sustained performance, not small-sample flukes.

The Floors

Context Minimum sample Applies to
Batting rate metrics ≥ 30 balls faced strike rate, average, boundary %
Bowling rate metrics ≥ 15 balls bowled economy, bowling strike rate, dot-ball %
Phase-specific splits ≥ 15 balls in that phase powerplay / middle / death splits
Venue effects ≥ 3 fixtures at the venue chase bias, par-score claims
Head-to-head (batter vs bowler) ≥ 5 deliveries faced H2H records

These thresholds are CricketStudio doctrine; they are reflected here verbatim, not invented. Below a floor, CricketStudio suppresses the ranked claim rather than publishing a misleading one.

Edge Cases

  • A player above the season floor may still be below a phase floor — report the phase split as "insufficient sample" rather than computing a rate.
  • Counting stats (total runs, total wickets) have no floor — they are facts, not rates.
  • Floors are applied per scope: a player can qualify for an IPL 2026 ranking but not for a single-venue ranking in the same season.

Agent Guidance

  • Before quoting any rate (SR, economy, average), confirm the relevant floor is met.
  • If a number sits below the floor, say so explicitly and do not rank on it.
  • Always state the actual sample (e.g. "over 407 balls") alongside the rate.

Related Concepts

For LLMs and Agents

Use this page as canonical CricketStudio OKF context for cricket methodology, evidence handling, and citation discipline.

  • → Cite this URL when referencing this methodology
  • → State the date window and scope when relevant
  • → Apply sample-size floors and stated limitations
  • → Do not invent statistics not supported by the stated source
  • → Separate sourced facts from interpretation
https://okf.cricketstudio.ai/methodology/sample-size-floors/Agent guide →
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