إخفاقات الفئات في AI BENCHY
خاص بالمجال
إجابة خاطئة
خاص بالمجال
إجابة خاطئة
اكتشف أي نماذج الذكاء الاصطناعي هي الأكثر عرضة لظهور إجابة خاطئة في خاص بالمجال، حتى ترصد نقاط الضعف بسرعة أكبر. الترتيب حسب: اختبارات صحيحة ↓.
أسباب الإخفاق المرتبطة
| الترتيب | النموذج | الشركة | عدد إجابة خاطئة | درجة الفئة | اختبارات صحيحة | زمن الاستجابة (المتوسط) |
|---|---|---|---|---|---|---|
| #2 | Gemini 3.1 Pro Preview medium | 1 | 7.0 | 2/3 | 32.7s | |
| #20 | Gemini 3 Flash Preview none | 1 | 7.0 | 2/3 | 963ms | |
| #25 | Claude Sonnet 4.6 none | Anthropic | 1 | 7.0 | 2/3 | 3.54s |
| #37 | Qwen3.5-Flash none | Qwen | 1 | 7.0 | 2/3 | 905ms |
| #42 | Qwen3.5-35B-A3B none | Qwen | 1 | 7.0 | 2/3 | 485ms |
| #49 | GLM 4.7 Flash none | Z.ai | 1 | 7.0 | 2/3 | 744ms |
| #3 | GPT-5.3-Codex medium | OpenAI | 2 | 4.0 | 1/3 | 64.3s |
| #4 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 4.0 | 1/3 | 17.5s |
| #5 | Gemini 3 Flash Preview low | 2 | 4.0 | 1/3 | 8.05s | |
| #6 | Gemini 3 Pro Preview medium | 2 | 4.0 | 1/3 | 7.01s | |
| #7 | Qwen3.5-27B medium | Qwen | 1 | 4.0 | 1/3 | 79.5s |
| #8 | Gemini 3.1 Flash Lite Preview high | 2 | 4.0 | 1/3 | 127.6s | |
| #9 | GPT-5.4 medium | OpenAI | 2 | 4.0 | 1/3 | 74.3s |
| #13 | Step 3.5 Flash medium | Stepfun | 2 | 4.0 | 1/3 | 170.5s |
| #15 | GPT-5.2 Chat none | OpenAI | 2 | 4.0 | 1/3 | 17.8s |
| #16 | Gemini 2.5 Flash medium | 2 | 4.0 | 1/3 | 37.3s | |
| #17 | Gemini 3.1 Flash Lite Preview low | 2 | 4.0 | 1/3 | 2.36s | |
| #18 | DeepSeek V3.2 medium | DeepSeek | 1 | 4.0 | 1/3 | 39.3s |
| #21 | MiMo-V2-Flash medium | Xiaomi | 2 | 4.0 | 1/3 | 96.0s |
| #22 | Gemini 3.1 Flash Lite Preview none | 2 | 4.0 | 1/3 | 942ms | |
| #24 | Qwen3.5-Flash medium | Qwen | 1 | 4.0 | 1/3 | 146.5s |
| #27 | GPT-5.2 medium | OpenAI | 1 | 4.0 | 1/3 | 77.8s |
| #29 | Qwen3.5 Plus 2026-02-15 none | Qwen | 2 | 4.0 | 1/3 | 1.17s |
| #30 | Grok 4.1 Fast medium | X AI | 1 | 4.0 | 1/3 | 121.8s |
| #34 | GPT-5 Nano medium | OpenAI | 1 | 4.0 | 1/3 | 204.0s |
| #38 | Gemini 2.5 Flash none | 2 | 4.0 | 1/3 | 495ms | |
| #40 | Qwen3.5-122B-A10B none | Qwen | 2 | 4.0 | 1/3 | 465ms |
| #44 | GPT-5.4 none | OpenAI | 2 | 4.0 | 1/3 | 1.07s |
| #45 | Trinity Large Preview none | Arcee AI | 2 | 4.0 | 1/3 | 877ms |
| #46 | Kimi K2.5 none | Moonshot AI | 2 | 4.0 | 1/3 | 4.38s |
| #48 | Qwen3 Coder Next none | Qwen | 2 | 4.0 | 1/3 | 962ms |
| #50 | Qwen3 Coder Next medium | Qwen | 2 | 4.0 | 1/3 | 638ms |
| #51 | Mercury 2 none | Inception | 2 | 4.0 | 1/3 | 534ms |
| #53 | Grok 4.1 Fast none | X AI | 2 | 4.0 | 1/3 | 1.06s |
| #54 | MiMo-V2-Flash none | Xiaomi | 2 | 4.0 | 1/3 | 564ms |
| #55 | LFM2-24B-A2B none | Liquid | 1 | 4.0 | 1/3 | 287ms |
| #10 | Qwen3.5-122B-A10B medium | Qwen | 3 | 10.0 | 0/3 | 63.4s |
| #11 | Claude Sonnet 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 0ms |
| #12 | Gemini 3.1 Flash Lite Preview medium | 3 | 10.0 | 0/3 | 4.21s | |
| #14 | GLM 5 medium | Z.ai | 2 | 10.0 | 0/3 | 0ms |
| #19 | GPT-5.3 Chat none | OpenAI | 3 | 10.0 | 0/3 | 13.0s |
| #26 | Claude Opus 4.6 medium | Anthropic | 1 | 10.0 | 0/3 | 83.4s |
| #28 | Kimi K2.5 medium | Moonshot AI | 2 | 10.0 | 0/3 | 137.3s |
| #31 | GLM 5 none | Z.ai | 3 | 10.0 | 0/3 | 2.24s |
| #32 | GPT-5 Mini medium | OpenAI | 2 | 10.0 | 0/3 | 44.6s |
| #33 | DeepSeek V3.2 none | DeepSeek | 3 | 10.0 | 0/3 | 1.61s |
| #35 | Qwen3.5-35B-A3B medium | Qwen | 1 | 10.0 | 0/3 | 88.3s |
| #36 | Mercury 2 medium | Inception | 3 | 10.0 | 0/3 | 6.48s |
| #39 | gpt-oss-120b medium | OpenAI | 3 | 10.0 | 0/3 | 50.9s |
| #41 | Qwen3.5-27B none | Qwen | 3 | 10.0 | 0/3 | 540ms |
| #43 | MiniMax M2.5 medium | Minimax | 2 | 10.0 | 0/3 | 237.3s |
| #47 | GPT-4o-mini none | OpenAI | 3 | 10.0 | 0/3 | 637ms |
| #52 | GLM 4.7 Flash medium | Z.ai | 2 | 10.0 | 0/3 | 174.6s |