Which model leads Multilingual MMMB?

LFM2.5-VL-3B leads the Multilingual MMMB board of 8 measured models on the Vector Wire tracker at 83. Every score is source-attributed with a verification tier.

Multilingual MMMB Leaderboard — Model Scores

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

The field · 8 measured

73.383

8 models measured, most on the official card harness. LFM2.5-VL-3B tops the board at 83.

8 measured·8 new this week·Lifecycle Updated Sep 12, 2026Basis

#◆Vendor$/M in$/M out

Leader — ignites whiteField — fill cools with scoreIndependently verified only0 of 8Bars show 73.3–83· ◆ solid = first-party or better · outlined = arm's-length

01LFM2.5-VL-3BNEWLiquid AI83———

02Qwen3.5-4BNEWAlibaba82$0.03/M$0.15/M$0.001

03LFM2-VL-3BNEWLiquid AI81.9———

04InternVL 3.5 4BNEWOpenGVLab81.5———

05gemma-4-E4B-itNEWGoogle80.4$0.02/M$0.10/M$0.001

06InternVL 3.5 2BNEWOpenGVLab76.3———

07Qwen3.5-2BNEWAlibaba75.9———

08gemma-4-E2B-itNEWGoogle73.3———

◆ 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.