Kushindwa kwa kategoria za AI BENCHY
Utatuzi wa mafumbo
Jibu lisilo sahihi
Utatuzi wa mafumbo
Jibu lisilo sahihi
Ona ni modeli gani za AI zina uwezekano mkubwa wa kupata Jibu lisilo sahihi katika Utatuzi wa mafumbo, ili uone udhaifu haraka. Panga kwa: Idadi ya kushindwa ↑.
Modeli zilizoonyeshwa
38
Jumla ya kushindwa
55
Modeli iliyoathirika zaidi
Gemini 3.1 Flash Lite Preview 1Sababu zinazohusiana za kushindwa
| Nafasi | Modeli | Kampuni | Idadi ya Jibu lisilo sahihi | Alama ya kategoria | Majaribio sahihi | Muda wa majibu (wastani) |
|---|---|---|---|---|---|---|
| #8 | Gemini 3.1 Flash Lite Preview high | 1 | 7.0 | 2/3 | 46.3s | |
| #12 | Gemini 3.1 Flash Lite Preview medium | 1 | 7.0 | 2/3 | 3.58s | |
| #13 | Step 3.5 Flash medium | Stepfun | 1 | 4.0 | 1/3 | 7.72s |
| #15 | GPT-5.2 Chat none | OpenAI | 1 | 7.0 | 2/3 | 4.42s |
| #16 | Gemini 2.5 Flash medium | 1 | 7.0 | 2/3 | 3.94s | |
| #18 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.0 | 2/3 | 36.9s |
| #20 | Gemini 3 Flash Preview none | 1 | 7.0 | 2/3 | 1.06s | |
| #21 | MiMo-V2-Flash medium | Xiaomi | 1 | 7.0 | 2/3 | 3.77s |
| #23 | Seed-2.0-Mini medium | Bytedance Seed | 1 | 7.0 | 2/3 | 25.9s |
| #26 | Claude Opus 4.6 medium | Anthropic | 1 | 7.0 | 2/3 | 4.60s |
| #28 | Kimi K2.5 medium | Moonshot AI | 1 | 4.0 | 1/3 | 45.4s |
| #29 | Qwen3.5 Plus 2026-02-15 none | Qwen | 1 | 7.0 | 2/3 | 2.82s |
| #30 | Grok 4.1 Fast medium | X AI | 1 | 4.0 | 1/3 | 8.08s |
| #31 | GLM 5 none | Z.ai | 1 | 7.0 | 2/3 | 2.05s |
| #32 | GPT-5 Mini medium | OpenAI | 1 | 4.3 | 1/3 | 14.1s |
| #33 | DeepSeek V3.2 none | DeepSeek | 1 | 7.7 | 2/3 | 7.37s |
| #34 | GPT-5 Nano medium | OpenAI | 1 | 4.0 | 1/3 | 19.8s |
| #35 | Qwen3.5-35B-A3B medium | Qwen | 1 | 4.0 | 1/3 | 31.6s |
| #36 | Mercury 2 medium | Inception | 1 | 1.7 | 0/3 | 934ms |
| #38 | Gemini 2.5 Flash none | 1 | 4.7 | 1/3 | 576ms | |
| #39 | gpt-oss-120b medium | OpenAI | 1 | 1.7 | 0/3 | 11.8s |
| #41 | Qwen3.5-27B none | Qwen | 1 | 6.3 | 1/3 | 1.37s |
| #43 | MiniMax M2.5 medium | Minimax | 1 | 4.0 | 1/3 | 11.5s |
| #44 | GPT-5.4 none | OpenAI | 1 | 4.0 | 1/3 | 1.52s |
| #49 | GLM 4.7 Flash none | Z.ai | 1 | 3.7 | 0/3 | 1.00s |
| #50 | Qwen3 Coder Next medium | Qwen | 1 | 10.0 | 0/3 | 2.30s |
| #55 | LFM2-24B-A2B none | Liquid | 1 | 3.3 | 0/3 | 1.69s |
| #37 | Qwen3.5-Flash none | Qwen | 2 | 1.3 | 0/3 | 5.90s |
| #40 | Qwen3.5-122B-A10B none | Qwen | 2 | 4.0 | 1/3 | 982ms |
| #42 | Qwen3.5-35B-A3B none | Qwen | 2 | 1.7 | 0/3 | 1.34s |
| #45 | Trinity Large Preview none | Arcee AI | 2 | 4.0 | 1/3 | 3.30s |
| #52 | GLM 4.7 Flash medium | Z.ai | 2 | 10.0 | 0/3 | 12.9s |
| #46 | Kimi K2.5 none | Moonshot AI | 3 | 10.0 | 0/3 | 4.73s |
| #47 | GPT-4o-mini none | OpenAI | 3 | 2.3 | 0/3 | 1.30s |
| #48 | Qwen3 Coder Next none | Qwen | 3 | 1.3 | 0/3 | 22.9s |
| #51 | Mercury 2 none | Inception | 3 | 10.0 | 0/3 | 533ms |
| #53 | Grok 4.1 Fast none | X AI | 3 | 1.3 | 0/3 | 1.28s |
| #54 | MiMo-V2-Flash none | Xiaomi | 3 | 10.0 | 0/3 | 1.38s |