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: Majaribio sahihi ↓.
Modeli zilizoonyeshwa
55
Wastani wa Alama ya Utatuzi wa mafumbo
6.5
Modeli bora
Gemini 3 Flash Preview 10.0Sababu zinazohusiana za kushindwa
| Nafasi | Modeli | Kampuni | Alama ya Utatuzi wa mafumbo | Wastani wa alama | Majaribio sahihi | Muda wa majibu (wastani) |
|---|---|---|---|---|---|---|
| #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 | |
| #3 | GPT-5.3-Codex medium | OpenAI | 9.3 | 8.4 | 2/3 | 5.12s |
| #7 | Qwen3.5-27B medium | Qwen | 8.3 | 8.2 | 2/3 | 64.6s |
| #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 |
| #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 |
| #32 | GPT-5 Mini medium | OpenAI | 4.3 | 6.0 | 1/3 | 14.1s |
| #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 |
| #38 | Gemini 2.5 Flash none | 4.7 | 5.2 | 1/3 | 576ms | |
| #40 | Qwen3.5-122B-A10B none | Qwen | 4.0 | 5.0 | 1/3 | 982ms |
| #41 | Qwen3.5-27B none | Qwen | 6.3 | 4.9 | 1/3 | 1.37s |
| #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 |
| #36 | Mercury 2 medium | Inception | 1.7 | 5.3 | 0/3 | 934ms |
| #37 | Qwen3.5-Flash none | Qwen | 1.3 | 5.2 | 0/3 | 5.90s |
| #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 |
| #46 | Kimi K2.5 none | Moonshot AI | 10.0 | 4.1 | 0/3 | 4.73s |
| #47 | GPT-4o-mini none | OpenAI | 2.3 | 4.0 | 0/3 | 1.30s |
| #48 | Qwen3 Coder Next none | Qwen | 1.3 | 4.0 | 0/3 | 22.9s |
| #49 | GLM 4.7 Flash none | Z.ai | 3.7 | 3.9 | 0/3 | 1.00s |
| #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 |
| #53 | Grok 4.1 Fast none | X AI | 1.3 | 2.9 | 0/3 | 1.28s |
| #54 | MiMo-V2-Flash none | Xiaomi | 10.0 | 2.9 | 0/3 | 1.38s |
| #55 | LFM2-24B-A2B none | Liquid | 3.3 | 2.6 | 0/3 | 1.69s |