Pro Mode — raw scores, one benchmark under the lensofficial card harness
The field · 8 measured
54.480.3
8 models measured, most on the official card harness. Qwen3.5 4B tops the board at 80.3.
8 measured·Lifecycle Updated Oct 27, 2026Score basis
#◆Vendor$/M in$/M out
Leader — ignites whiteField — fill cools with scoreBars show 54.4–80.3 · ◆ 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: 8 models scored · 0 independently verified · 8 vendor-reported · 0 with source disagreement. How these tiers are assigned