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.
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 | |
| #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 |
| #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 |
| #33 | DeepSeek V3.2 none | DeepSeek | 7.7 | 5.5 | 2/3 | 7.37s |
| #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 |
| #41 | Qwen3.5-27B none | Qwen | 6.3 | 4.9 | 1/3 | 1.37s |
| #38 | Gemini 2.5 Flash none | 4.7 | 5.2 | 1/3 | 576ms | |
| #32 | GPT-5 Mini medium | OpenAI | 4.3 | 6.0 | 1/3 | 14.1s |
| #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 |
| #49 | GLM 4.7 Flash none | Z.ai | 3.7 | 3.9 | 0/3 | 1.00s |
| #55 | LFM2-24B-A2B none | Liquid | 3.3 | 2.6 | 0/3 | 1.69s |
| #47 | GPT-4o-mini none | OpenAI | 2.3 | 4.0 | 0/3 | 1.30s |
| #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 |
| #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 |