AI BENCHY
Compare Charts Methodology
❤️ Made by XCS
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Category Failures

Domain specific
Wrong answer

See which AI models are most likely to hit Wrong answer on Domain specific, so you can spot weak points faster. Sort by: Tests Correct ↓.

Models Shown

53

Total Failures

98

Most Affected Model

Gemini 3.1 Pro Preview 1
Rank Model Company Wrong answer Count Category Score Tests Correct Response Time (avg)
#2 Gemini 3.1 Pro Preview medium Google 1 7.0 2/3 32.7s
#20 Gemini 3 Flash Preview none Google 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 Google 2 4.0 1/3 8.05s
#6 Gemini 3 Pro Preview medium Google 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 Google 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 Google 2 4.0 1/3 37.3s
#17 Gemini 3.1 Flash Lite Preview low Google 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 Google 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 Google 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 Google 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

Top Models by Wrong answer Count

Wrong answer Count vs Avg Score

Top Models by Response Time (avg)

Top Models by Estimated Wasted Cost