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MATH-Vision leaderboard — the family board.

3 TRACKED VARIANTS · 1 FIRST-CLASS BOARD

One family, 3 tracked prints. Scoring configs and splits of the base board render as sections of this page, each under its own honest label.

● LIVE DATA53 MODELS ON THIS BOARDLEADER KIMI K3 AT 97.8

The board — MATH-VisionTOP 53 OF 53 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen
01Kimi K3Moonshot97.82026-08-24
02GPT-5.6 SolOpenAI95.82026-08-24
03Qwen3.8 Flash NextAlibaba95.72026-08-27
04Claude Fable 5Anthropic94.82026-08-24
05Qwen3.8 27BAlibaba94.62026-08-26
06Seed 2.1 Pro PreviewByteDance94.52026-09-26
07Kimi K2.6Moonshot93.22026-08-23
08GPT-5.4OpenAI922026-05-03
09Qwen3.7 Plus PreviewAlibaba90.32026-08-26
10Gemini 3.1 ProGoogle89.82026-05-03
11Qwen3.6 PlusAlibaba882026-08-23
12Claude Opus 4.8Anthropic86.72026-08-24
13Qwen3.5 122B A10BAlibaba86.22026-08-23
14Gemini 3 ProGoogle86.12026-06-15
15Qwen3.5 27BAlibaba862026-08-23
16Gemma 4 31BGoogle85.62026-10-08
17Qwen3.6 27BAlibaba85.12026-08-24
18Kimi K2.5Moonshot84.22026-08-23
19Qwen3.5 35B A3BAlibaba83.92026-08-23
20GPT-5.2OpenAI832026-06-15
21Gemma 4 26B A4BGoogle82.42026-10-08
22Seed 1.8ByteDance81.32026-09-09
23Gemma 4 12BGoogle79.72026-10-08
24Claude Opus 4.5Anthropic77.12026-06-15
25Step3 VL 10BStepFun76.02026-08-23
26Qwen3 VL 235B A22B ReasoningAlibaba74.62026-08-23
27Gemini 2.5 ProGoogle73.32026-06-05
28Claude Opus 4.6Anthropic71.22026-08-26
29Qwen3 VL 32B ReasoningAlibaba70.22026-08-23
30Seed 1.5 VLByteDance68.72026-06-05
31Qwen3 VL 235B A22B InstructAlibaba66.52026-08-23
32Qwen3 VL 30B A3B ReasoningAlibaba65.72026-08-23
33GLM-4.6V (106B-A12B)Z.ai63.52026-06-05
34Qwen3 VL 32B InstructAlibaba63.42026-08-23
35Qwen3 VL Thinking (8B)Alibaba62.72026-08-23
36Qwen3 VL 30B A3B InstructAlibaba60.22026-08-23
37Qwen3 VL 4B (Reasoning)Alibaba602026-08-23
38MiMo VL RL 2508 (7B)Xiaomi59.62026-06-05
39Gemma 4 E4BGoogle59.52026-10-08
40Kimi VL A3B ThinkingMoonshot56.92026-06-05
41GLM-4.6V-Flash (9B)Z.ai54.02026-06-05
42Qwen3 VL 8B InstructAlibaba53.92026-08-23
43Gemma 4 E2BGoogle52.42026-10-08
44InternVL-3.5 (8B)OpenGVLab52.02026-06-05
45Qwen3 VL 4B InstructAlibaba51.62026-08-23
46Gemma 3 27BGoogle462026-10-08
47Qwen2.5 VL 32B InstructAlibaba402026-08-26
48Qwen2.5 VL 72BAlibaba39.32026-09-02
49Gemma 3 12BGoogle32.12026-06-05
50GPT-4oOpenAI30.42026-08-24
51Qwen2 VL 72B InstructAlibaba25.92026-08-25
52Qwen2.5 Omni 7BAlibaba252026-08-23
53Kimi VL A3B InstructMoonshot21.72026-06-12
◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

Variants of this boardSCORING CONFIGS & SPLITS — NOT CITED STANDALONE, SO THEY LIVE HERE

MathVision (full) (Pass@1)

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01Qwen2.5 VL 72BAlibaba38.12026-06-05
02Kimi VL A3B ThinkingMoonshot36.82026-06-05
03Gemma 3 27BGoogle35.52026-06-05
04Gemma 3 12BGoogle32.12026-06-05
05GPT-4oOpenAI30.42026-06-05

mathvision_with_python

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01GPT-5.4OpenAI96.12026-05-03
02Gemini 3.1 ProGoogle95.72026-05-03
03Kimi K2.6Moonshot93.22026-05-03
04Kimi K2.5Moonshot852026-05-03
05Claude Opus 4.6Anthropic84.62026-05-03
THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboardsThe frontier boardModels by vendor