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Orodha ya Uchanganuzi na uchimbaji wa data

Ona ni modeli gani za AI zinafanya vizuri zaidi katika Uchanganuzi na uchimbaji wa data, zipi zinabaki thabiti, na pengo kubwa liko wapi.

Modeli zilizoonyeshwa

15

Wastani wa Alama ya Uchanganuzi na uchimbaji wa data

8.7

Modeli bora

DeepSeek V4 Flash 10.0

Sababu za kushindwa

Kwa sababu ya kushindwa Jibu lisilo sahihi35 Kwa sababu ya kushindwa Hitilafu ya API16 Kwa sababu ya kushindwa Hakuna jibu5 Kwa sababu ya kushindwa Muundo wa ziada4 Kwa sababu ya kushindwa Muda umeisha1
Nafasi Modeli Kampuni Alama ya Uchanganuzi na uchimbaji wa data Alama Majaribio sahihi Muda wa majibu (wastani)
#50 Gemini 3.1 Flash Lite Preview low Google 10.0 7.4 2/2 3.00s
#52 Claude Sonnet 4.6 medium Anthropic 10.0 7.4 2/2 13.9s
#53 Gemini 3.1 Flash Lite high Google 10.0 7.3 2/2 4.49s
#54 GPT-5 Mini medium OpenAI 10.0 7.3 2/2 12.6s
#55 GLM 5.1 medium Z.ai 10.0 7.3 2/2 9.33s
#58 Gemini 3.1 Flash Lite Preview none Google 10.0 7.2 2/2 1.22s
#59 GLM 5V Turbo medium Z.ai 10.0 7.2 2/2 9.60s
#60 Kimi K2.6 medium Moonshot AI 10.0 7.2 2/2 20.4s
#61 Gemini 3.1 Flash Lite low Google 10.0 7.2 2/2 1.44s
#63 GPT-5.3 Chat none OpenAI 10.0 7.2 2/2 2.21s
#65 Grok 4.20 medium X AI 10.0 7.1 2/2 4.17s
#67 MiniMax M3 medium Minimax 10.0 7.1 2/2 14.9s
#69 Claude Opus 4.6 medium Anthropic 10.0 7.0 2/2 7.37s
#70 GPT-5.4 Nano medium OpenAI 10.0 7.0 2/2 2.54s
#71 Step 3.7 Flash high Stepfun 10.0 7.0 2/2 14.7s

Modeli bora kwa Alama ya Uchanganuzi na uchimbaji wa data

Alama ya Uchanganuzi na uchimbaji wa data dhidi ya jumla ya gharama

Modeli bora kwa Muda wa majibu (wastani)