Individual benchmark scores plotted by date.
| Organisation | Model | Reported | Top Score | Info | Self Reported | Source |
|---|---|---|---|---|---|---|
| Seed 2.0 Pro | 14 Feb 2026 | 88.80 | Seed2 official benchmark table | MathVision | Yes | Source | |
| Qwen 3.6 Plus | 01 Apr 2026 | 88.00 | LLM Stats (ZeroEval) | Yes | Source | |
| Seed 2.0 Lite | 14 Feb 2026 | 86.40 | Seed2 official benchmark table | MathVision | Yes | Source | |
| Qwen 3.5 122B A10B | 24 Feb 2026 | 86.20 | LLM Stats (ZeroEval) | Highest reported variant uses fixed boxed-answer prompt. | Yes | Source | |
| Qwen 3.5 27B | 24 Feb 2026 | 86.00 | LLM Stats (ZeroEval) | Highest reported variant uses fixed boxed-answer prompt. | Yes | Source | |
| Qwen 3.5 Flash | 23 Feb 2026 | 86.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3.5-27b (score=0.4147; benches=81) | Yes | Source | |
| Kimi K2.5 | 27 Jan 2026 | 84.20 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3.5 35B A3B | 24 Feb 2026 | 83.90 | LLM Stats (ZeroEval) | Highest reported variant uses fixed boxed-answer prompt. | Yes | Source | |
| Seed 2.0 Mini | 14 Feb 2026 | 78.10 | Seed2 official benchmark table | MathVision | Yes | Source | |
| Qwen 3 VL 235B A22B Thinking | - | 74.60 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 32B Thinking | - | 70.20 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 235B A22B Instruct | - | 66.50 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 30B A3B Thinking | - | 65.70 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 32B Instruct | - | 63.40 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.4600; benches=50) | Yes | Source | |
| Qwen 3 Embedding 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3850; benches=50) | Yes | Source | |
| Qwen 3 Guard Gen 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3400; benches=50) | Yes | Source | |
| Qwen 3 Guard Stream 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3371; benches=50) | Yes | Source | |
| Qwen 3 Reranker 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3850; benches=50) | Yes | Source | |
| Qwen 3 VL 8B Thinking | - | 62.70 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL Embedding 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.5232; benches=50) | Yes | Source | |
| Qwen 3 VL Reranker 8B | - | 62.70 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.5275; benches=50) | Yes | Source | |
| Qwen 3 VL 30B A3B Instruct | - | 60.20 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 4B Instruct 2507 | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3462; benches=48) | Yes | Source | |
| Qwen 3 4B SafeRL | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 4B Thinking 2507 | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3462; benches=48) | Yes | Source | |
| Qwen 3 Embedding 4B | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 Guard Gen 4B | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3400; benches=48) | Yes | Source | |
| Qwen 3 Guard Stream 4B | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3371; benches=48) | Yes | Source | |
| Qwen 3 Reranker 4B | - | 60.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 VL 4B Thinking | - | 60.00 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 8B Instruct | - | 53.90 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 4B Instruct | - | 51.60 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 VL 3B Instruct | - | 38.40 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-vl-32b (score=0.4914; benches=28) | Yes | Source | |
| Qwen 2.5 Coder 32B Instruct | - | 38.40 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-vl-32b (score=0.4641; benches=28) | Yes | Source | |
| Qwen 2.5 VL 32B Instruct | - | 38.40 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 VL 72B Instruct | - | 38.10 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 Math 72B | - | 38.10 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-vl-72b (score=0.4700; benches=30) | Yes | Source | |
| Qwen 2.5 Math PRM 72B | - | 38.10 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-vl-72b (score=0.4050; benches=30) | Yes | Source | |
| Qwen 2.5 Math RM 72B | - | 38.10 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-vl-72b (score=0.4092; benches=30) | Yes | Source | |
| QvQ 72B Preview | - | 35.90 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 1.5B | - | 25.07 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-vl-7b (score=0.3131; benches=32) | Yes | Source | |
| Qwen 2.5 0.5B | - | 25.07 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-vl-7b (score=0.3131; benches=32) | Yes | Source | |
| Qwen 2.5 3B | - | 25.07 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-vl-7b (score=0.3531; benches=32) | Yes | Source | |
| Qwen 2.5 VL 7B Instruct | - | 25.07 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 Omni 7B | - | 25.00 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 Coder 7B | - | 25.00 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4700; benches=45) | Yes | Source | |
| Qwen 2.5 Coder 3B | - | 25.00 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.3000; benches=45) | Yes | Source | |
| Qwen 2.5 Math 7B | - | 25.00 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4767; benches=45) | Yes | Source | |
| Qwen 2.5 Math 7B PRM800K | - | 25.00 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.3696; benches=45) | Yes | Source | |
| Qwen 2.5 Math PRM 7B | - | 25.00 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.4092; benches=45) | Yes | Source | |
| Qwen 2.5 Omni 3B | - | 25.00 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4933; benches=45) | Yes | Source |
