Which model leads CCOCR KIE?

Qwen3-VL-235B-A22B leads the CCOCR KIE board of 3 measured models on the Vector Wire tracker at 95.1. Every score is source-attributed with a verification tier.

CCOCR KIE Leaderboard — Model Scores

Refresh Models —Deals —Regulatory —Sources —

Pro Mode — raw scores, one benchmark under the lensthird-party eval harness

The field · 3 measured

72.595.1

3 models measured, most on the third-party eval harness. Qwen3-VL-235B-A22B tops the board at 95.1.

3 measured·3 new this week·Lifecycle Updated Sep 4, 2026Basis

#◆Vendor$/M in$/M out

Leader — ignites whiteField — fill cools with scoreIndependently verified only0 of 3Bars show 72.5–95.1· ◆ solid = first-party or better · outlined = arm's-length

01Qwen3-VL-235B-A22BNEWAlibaba95.1$0.40/M$4.0/M$0.023

02Qwen3-4B-VLNEWAlibaba91.6———

03Gemini-3.1-ProNEWGoogle72.5$2.0/M$12.0/M$0.097

◆ 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.