Observed arrival · 2026-08-25
StatCard: Nutrition Facts for AI Models
A source-backed comparison of coding models, benchmark results, API prices, versions, test setups, and missing evidence.
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
Field notes
StatCard organizes its material into model records, benchmark records, observations, sources, methodology, and raw data rather than presenting only a leaderboard. The homepage reports 19 observations drawn from six sources, and identifies a 2026-08-23 snapshot using method version 0.3.0. It also says incompatible or missing benchmark evidence remains visible instead of being converted into a zero, which makes the comparison’s gaps part of the record.
Observed signals
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Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue