Which model leads MMMU Pro Standard 10?

Inkling-Small leads the MMMU Pro Standard 10 board of 2 measured models on the Vector Wire tracker at 74. Every score is source-attributed with a verification tier.

MMMU Pro Standard 10 Leaderboard — Model Scores

Refresh Models —Deals —Regulatory —Sources —

Pro Mode — raw scores, one benchmark under the lensofficial card harness

The field · 2 measured

73.174

2 models measured, most on the official card harness. Inkling-Small tops the board at 74.

2 measured·Lifecycle Updated Sep 2, 2026Basis

#◆Vendor$/M in$/M out

Leader — ignites whiteField — fill cools with scoreIndependently verified only0 of 2Bars show 73.1–74· ◆ solid = first-party or better · outlined = arm's-length

01Inkling-SmallThinking Machines74$0.30/M$1.2/M$0.010

02InklingThinking Machines73.1$0.95/M$4.0/M$0.034

◆ 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.