Pro Mode — raw scores, one benchmark under the lensthird-party eval harness
The field · 4 measured
54.183.1
4 models measured, most on the third-party eval harness. Mage-VL-4B tops the board at 83.1.
4 measured·Lifecycle Updated Oct 8, 2026Score basis
#◆Vendor$/M in$/M out
Leader — ignites whiteField — fill cools with scoreBars show 54.1–83.1 · ◆ 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: 4 models scored · 0 independently verified · 1 vendor cross-reference · 3 vendor-reported · 0 with source disagreement. How these tiers are assigned