Kategoria ya AI BENCHY
Orodha ya Utatuzi wa mafumbo
Ona ni modeli gani za AI zinafanya vizuri zaidi katika Utatuzi wa mafumbo, zipi zinabaki thabiti, na pengo kubwa liko wapi. Panga kwa: Kipimo ↑.
Sababu zinazohusiana za kushindwa
| Nafasi | Modeli | Kampuni | Alama ya Utatuzi wa mafumbo | Wastani wa alama | Majaribio sahihi | Muda wa majibu (wastani) |
|---|---|---|---|---|---|---|
| #37 | Qwen3.5-Flash none | Qwen | 1.3 | 5.2 | 0/3 | 5.90s |
| #48 | Qwen3 Coder Next none | Qwen | 1.3 | 4.0 | 0/3 | 22.9s |
| #53 | Grok 4.1 Fast none | X AI | 1.3 | 2.9 | 0/3 | 1.28s |
| #36 | Mercury 2 medium | Inception | 1.7 | 5.3 | 0/3 | 934ms |
| #39 | gpt-oss-120b medium | OpenAI | 1.7 | 5.1 | 0/3 | 11.8s |
| #42 | Qwen3.5-35B-A3B none | Qwen | 1.7 | 4.7 | 0/3 | 1.34s |
| #47 | GPT-4o-mini none | OpenAI | 2.3 | 4.0 | 0/3 | 1.30s |
| #55 | LFM2-24B-A2B none | Liquid | 3.3 | 2.6 | 0/3 | 1.69s |
| #49 | GLM 4.7 Flash none | Z.ai | 3.7 | 3.9 | 0/3 | 1.00s |
| #13 | Step 3.5 Flash medium | Stepfun | 4.0 | 7.4 | 1/3 | 7.72s |
| #24 | Qwen3.5-Flash medium | Qwen | 4.0 | 6.9 | 1/3 | 56.7s |
| #28 | Kimi K2.5 medium | Moonshot AI | 4.0 | 6.4 | 1/3 | 45.4s |
| #30 | Grok 4.1 Fast medium | X AI | 4.0 | 6.2 | 1/3 | 8.08s |
| #34 | GPT-5 Nano medium | OpenAI | 4.0 | 5.5 | 1/3 | 19.8s |
| #35 | Qwen3.5-35B-A3B medium | Qwen | 4.0 | 5.5 | 1/3 | 31.6s |
| #40 | Qwen3.5-122B-A10B none | Qwen | 4.0 | 5.0 | 1/3 | 982ms |
| #43 | MiniMax M2.5 medium | Minimax | 4.0 | 4.7 | 1/3 | 11.5s |
| #44 | GPT-5.4 none | OpenAI | 4.0 | 4.5 | 1/3 | 1.52s |
| #45 | Trinity Large Preview none | Arcee AI | 4.0 | 4.2 | 1/3 | 3.30s |
| #32 | GPT-5 Mini medium | OpenAI | 4.3 | 6.0 | 1/3 | 14.1s |
| #38 | Gemini 2.5 Flash none | 4.7 | 5.2 | 1/3 | 576ms | |
| #41 | Qwen3.5-27B none | Qwen | 6.3 | 4.9 | 1/3 | 1.37s |
| #8 | Gemini 3.1 Flash Lite Preview high | 7.0 | 8.2 | 2/3 | 46.3s | |
| #9 | GPT-5.4 medium | OpenAI | 7.0 | 8.0 | 2/3 | 9.13s |
| #12 | Gemini 3.1 Flash Lite Preview medium | 7.0 | 7.5 | 2/3 | 3.58s | |
| #15 | GPT-5.2 Chat none | OpenAI | 7.0 | 7.4 | 2/3 | 4.42s |
| #16 | Gemini 2.5 Flash medium | 7.0 | 7.4 | 2/3 | 3.94s | |
| #18 | DeepSeek V3.2 medium | DeepSeek | 7.0 | 7.3 | 2/3 | 36.9s |
| #20 | Gemini 3 Flash Preview none | 7.0 | 7.2 | 2/3 | 1.06s | |
| #21 | MiMo-V2-Flash medium | Xiaomi | 7.0 | 7.2 | 2/3 | 3.77s |
| #23 | Seed-2.0-Mini medium | Bytedance Seed | 7.0 | 6.9 | 2/3 | 25.9s |
| #25 | Claude Sonnet 4.6 none | Anthropic | 7.0 | 6.8 | 2/3 | 2.92s |
| #26 | Claude Opus 4.6 medium | Anthropic | 7.0 | 6.6 | 2/3 | 4.60s |
| #27 | GPT-5.2 medium | OpenAI | 7.0 | 6.5 | 2/3 | 5.47s |
| #29 | Qwen3.5 Plus 2026-02-15 none | Qwen | 7.0 | 6.2 | 2/3 | 2.82s |
| #31 | GLM 5 none | Z.ai | 7.0 | 6.0 | 2/3 | 2.05s |
| #33 | DeepSeek V3.2 none | DeepSeek | 7.7 | 5.5 | 2/3 | 7.37s |
| #7 | Qwen3.5-27B medium | Qwen | 8.3 | 8.2 | 2/3 | 64.6s |
| #3 | GPT-5.3-Codex medium | OpenAI | 9.3 | 8.4 | 2/3 | 5.12s |
| #1 | Gemini 3 Flash Preview medium | 10.0 | 10.0 | 3/3 | 4.43s | |
| #2 | Gemini 3.1 Pro Preview medium | 10.0 | 9.4 | 3/3 | 7.15s | |
| #4 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 10.0 | 8.3 | 3/3 | 34.6s |
| #5 | Gemini 3 Flash Preview low | 10.0 | 8.2 | 3/3 | 6.11s | |
| #6 | Gemini 3 Pro Preview medium | 10.0 | 8.2 | 3/3 | 3.91s | |
| #10 | Qwen3.5-122B-A10B medium | Qwen | 10.0 | 7.7 | 3/3 | 17.2s |
| #11 | Claude Sonnet 4.6 medium | Anthropic | 10.0 | 7.7 | 3/3 | 4.80s |
| #14 | GLM 5 medium | Z.ai | 10.0 | 7.4 | 3/3 | 15.6s |
| #17 | Gemini 3.1 Flash Lite Preview low | 10.0 | 7.3 | 3/3 | 2.76s | |
| #19 | GPT-5.3 Chat none | OpenAI | 10.0 | 7.3 | 3/3 | 2.93s |
| #22 | Gemini 3.1 Flash Lite Preview none | 10.0 | 7.1 | 3/3 | 972ms | |
| #46 | Kimi K2.5 none | Moonshot AI | 10.0 | 4.1 | 0/3 | 4.73s |
| #50 | Qwen3 Coder Next medium | Qwen | 10.0 | 3.5 | 0/3 | 2.30s |
| #51 | Mercury 2 none | Inception | 10.0 | 3.4 | 0/3 | 533ms |
| #52 | GLM 4.7 Flash medium | Z.ai | 10.0 | 3.1 | 0/3 | 12.9s |
| #54 | MiMo-V2-Flash none | Xiaomi | 10.0 | 2.9 | 0/3 | 1.38s |