Pro Mode — raw scores, one benchmark under the lensofficial card harness
The field · 15 measured
33.0968.2
15 models measured, most on the official card harness. Gemma 4 E4B tops the board at 68.2.
15 measured·3 new this week·Lifecycle Updated Oct 8, 2026Score basis
#◆Vendor$/M in$/M out
Leader — ignites whiteField — fill cools with scoreBars show 33.09–68.2 · ◆ 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: 15 models scored · 0 independently verified · 4 vendor cross-reference · 11 vendor-reported · 0 with source disagreement. How these tiers are assigned