Which model leads MathArena Apex (Pass@1)?

DeepSeek-V4-Pro-Max leads the MathArena Apex (Pass@1) board of 7 measured models on the Vector Wire tracker at 90.2. Every score is source-attributed with a verification tier.

MathArena Apex (Pass@1) Leaderboard — Model Scores

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

The field · 7 measured

23.490.2

7 models measured, most on the official card harness. DeepSeek-V4-Pro-Max tops the board at 90.2.

7 measured·7 new this week·Lifecycle Updated Sep 12, 2026Basis

#◆Vendor$/M in$/M out

Leader — ignites whiteField — fill cools with scoreIndependently verified only0 of 7Bars show 23.4–90.2· ◆ solid = first-party or better · outlined = arm's-length

01DeepSeek-V4-Pro-MaxNEW+1 altDeepSeek90.2$1.3/M$4.0/M$0.029

02Hy4 previewNEWTencent74.2$0.83/M$2.5/M$0.022

03DeepSeek-V4.1-FlashNEWDeepSeek65.6$0.20/M$0.60/M$0.006

04GPT-5.6 SolNEWOpenAI65.6$4.0/M$20.0/M$0.183

05Qwen3.7 MaxNEWAlibaba44.5$2.5/M$7.5/M$0.112

06Hy3NEWTencent38.7$0.14/M$0.55/M$0.009

07Gemini 3 ProNEWGoogle23.4$2.0/M$12.0/M$0.299

◆ 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.