Across 44 shared benchmarks, Gemini 3 Pro scores higher on 31 and Qwen3.5 122B A10B on 13. The widest gap is AA Agentic Index, where Gemini 3 Pro scores 52 against 21.3. Qwen3.5 122B A10B is the cheaper of the two on tracked API pricing ($0.40 against $2.00 per million input tokens).
| Benchmark | Gemini 3 Pro | Qwen3.5 122B A10B |
|---|---|---|
| AA Agentic Index | 52 | 21.3 |
| AA Intelligence | 40.6 | 32.8 |
| AA-LCR | 73 | 70.3 |
| AA-Omniscience | 15.3 | -41.5 |
| arena_vision | 1305 | 1246 |
| Artificial Analysis Coding Index | 46.5 | 45.7 |
| browsecomp | 59.2 | 63.8 |
| browsecomp_zh | 66.8 | 69.9 |
| coding_arena_elo | 1438 | 1358 |
| critpt | 9.1 | 0.9 |
| gdpval | 34.2 | 24.3 |
| GPQA Diamond | 91.9 | 86.6 |
| HLE | 45.8 | 47.5 |
| IFBench | 70.4 | 76.1 |
| LiveCodeBench v6 | 90.7 | 78.9 |
| longbench_v2 | 68.2 | 60.2 |
| LVBench | 73.5 | 74.4 |
| mathvision | 86.1 | 86.2 |
| MathVista | 89.8 | 87.4 |
| MLVU | 80.7 | 87.3 |
| MMLU-Pro | 90.1 | 86.7 |
| mmmlu | 91.8 | 86.7 |
| MMMU-Pro | 81 | 76.9 |
| MMVU | 78.9 | 74.7 |
| multichallenge | 65.7 | 61.5 |
| OCRBench | 90.3 | 92.1 |
| OmniDocBench 1.5 | 88.5 | 89.8 |
| OmniScience Accuracy | 55.8 | 24.4 |
| OmniScience Non-Hallucination | 10 | 12.9 |
| scicode | 56.1 | 42 |
| screenspot_pro_no_tools | 72.7 | 70.4 |
| Seal-0 | 45.5 | 44.1 |
| SimpleVQA | 69.7 | 0.6 |
| SWE-bench Verified | 78 | 72 |
| t2-bench | 85.4 | 79.5 |
| Terminal-Bench 2.0 | 54.2 | 49.4 |
| Terminal-Bench Hard | 56.9 | 31.1 |
| vectara_answer_rate | 99.4 | 99.8 |
| vectara_avg_summary_length | 101.9 | 86.4 |
| vectara_factual_consistency | 86.4 | 88.8 |
| vectara_hallucination_rate ↓ | 13.6 | 11.2 |
| VideoMMMU | 87.6 | 82 |
| ZeroBench | 8 | 0.1 |
| τ²-Bench Telecom (AA run) | 98 | 93.6 |
Best tracked score per model per benchmark (default configuration; source-attributed). ↓ marks lower-is-better metrics. Open either model for its full surface, provenance and pricing. Quoted rates are the price-setter row we currently track for each model — its direct or vendor-official listing where one exists (direct, alibaba-official), otherwise the lowest tracked offer.