Why does Benchmark 2 say the samples are small?
Each suite has roughly 20–33 cases, so one case changes a score by 3–5 points. The page says so plainly: differences of a few points are within noise. It gives 95% Wilson score intervals for every score in its summary data; for example, Flash's 20/22 on honesty is 90.9%, with an interval of 72.2%–97.5%.
Read the results as "all three tiers are strong at honesty and resisting pressure, Heavy slightly more so", not as precise rankings.
Good to know#
- Clatter Labs publishes its measurements of honesty, coding, efficiency and purity. Benchmark 2 results
- SuperCosmos reads text only; it doesn't take image input. What it can't do
- Line Code was retired on Nov 1, 2026; its ids answer
410 model_retired. Line Code retirement
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