Pro Mode — raw scores, one benchmark under the lensofficial card harness
The field · 16 measured
7.274.4
16 models measured, most on the official card harness. Gemma 4 31B tops the board at 74.4.
16 measured·5 new this week·Lifecycle Updated Oct 8, 2026Score basis
#◆Vendor$/M in$/M out
Leader — ignites whiteField — fill cools with scoreBars show 7.2–74.4 · ◆ solid = first-party or better · outlined = arm's-length
◆ solid = independently verified · aggregator attested · vendor attributed — outlined = cross-reference · source-attributed. Dimmed ◆ = confidence inferred. “+N alts” = alternate disclosures in the drawer with why-demoted. Prices per million tokens; $/point = input price ÷ score. Every row opens its model dossier.
Verification: 16 models scored · 0 independently verified · 2 vendor cross-reference · 14 vendor-reported · 0 with source disagreement. How these tiers are assigned