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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

6.4

Modeli bora

GLM 4.7 Flash 2.9

Sababu za kushindwa

Kwa sababu ya kushindwa Jibu lisilo sahihi85 Kwa sababu ya kushindwa Hakufuata maelekezo75 Kwa sababu ya kushindwa Muda umeisha6 Kwa sababu ya kushindwa Muundo wa ziada2 Kwa sababu ya kushindwa Hitilafu ya API1
Nafasi Modeli Kampuni Alama ya Utatuzi wa mafumbo Alama Majaribio sahihi Muda wa majibu (wastani)
#15 Gemini 2.5 Flash medium Google 7.7 8.2 2/3 3.94s
#17 Gemini 3.1 Flash Lite Preview medium Google 7.7 8.2 2/3 3.58s
#21 Gemini 3 Flash Preview none Google 7.7 8.1 2/3 1.06s
#28 GPT-5.2 Chat none OpenAI 7.7 7.9 2/3 4.42s
#37 Claude Opus 4.6 medium Anthropic 7.7 7.6 2/3 4.60s
#41 MiMo-V2-Flash medium Xiaomi 7.7 7.5 2/3 3.77s
#42 Claude Sonnet 4.6 none Anthropic 7.7 7.4 2/3 2.92s
#49 Qwen3.5 Plus 2026-02-15 none Qwen 7.7 6.8 2/3 2.82s
#53 GLM 5 none Z.ai 7.7 6.6 2/3 2.05s
#31 GLM 5V Turbo medium Z.ai 7.7 7.8 2/3 10.9s
#40 GPT-5.2 medium OpenAI 7.7 7.5 2/3 5.47s
#24 Gemma 4 26B A4B medium Google 7.9 8.0 2/3 8.52s
#55 MiMo-V2-Omni none Xiaomi 8.0 6.5 2/3 2.71s
#10 Qwen3.5-27B medium Qwen 8.2 8.4 2/3 64.6s
#16 GPT-5.4 medium OpenAI 8.2 8.2 2/3 9.13s

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)