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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: Kipimo ↑.

Modeli zilizoonyeshwa

15

Wastani wa Alama ya Utatuzi wa mafumbo

6.7

Modeli bora

Ling-2.6-flash 2.9

Sababu za kushindwa

Kwa sababu ya kushindwa Jibu lisilo sahihi147 Kwa sababu ya kushindwa Hakufuata maelekezo78 Kwa sababu ya kushindwa Hitilafu ya API13 Kwa sababu ya kushindwa Muda umeisha5 Kwa sababu ya kushindwa Muundo wa ziada5 Kwa sababu ya kushindwa Hakuna jibu1
Nafasi Modeli Kampuni Alama ya Utatuzi wa mafumbo Alama Majaribio sahihi Muda wa majibu (wastani)
#4 Gemini 3.1 Pro Preview medium Google 10.0 9.4 3/3 6.90s
#5 Qwen3.7 Max medium Qwen 10.0 9.1 3/3 8.84s
#6 GPT-5.5 low OpenAI 10.0 9.0 3/3 4.74s
#8 Claude Opus 4.7 none Anthropic 10.0 8.9 3/3 2.46s
#9 GPT-5.5 medium OpenAI 10.0 8.8 3/3 6.76s
#10 Claude Opus 4.8 medium Anthropic 10.0 8.7 3/3 3.95s
#11 Claude Opus 4.7 medium Anthropic 10.0 8.7 3/3 2.43s
#13 Grok 4.20 Beta medium X AI 10.0 8.5 3/3 3.52s
#14 Qwen3.6 Max Preview medium Qwen 10.0 8.5 3/3 24.3s
#16 Gemini 3 Flash Preview low Google 10.0 8.4 3/3 5.77s
#17 GLM 5 medium Z.ai 10.0 8.3 3/3 11.3s
#18 Qwen3.7 Plus medium Qwen 10.0 8.2 3/3 16.4s
#20 Gemini 3.5 Flash none Google 10.0 8.1 3/3 3.13s
#25 Qwen3.5 Plus 2026-02-15 medium Qwen 10.0 7.9 3/3 32.5s
#26 Qwen3.6 Plus medium Qwen 10.0 7.9 3/3 6.34s

Modeli bora kwa Alama ya Utatuzi wa mafumbo

Alama ya Utatuzi wa mafumbo dhidi ya jumla ya gharama

Modeli bora kwa Muda wa majibu (wastani)