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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)
#72 DeepSeek V3.2 medium DeepSeek 10.0 7.0 2/2 36.1s
#73 Seed-2.0-Mini medium Bytedance Seed 10.0 6.9 2/2 24.3s
#74 Qwen3.6 Max Preview none Qwen 10.0 6.9 2/2 2.87s
#76 Kimi K2.5 medium Moonshot AI 10.0 6.8 2/2 49.8s
#77 Claude Sonnet 4.6 none Anthropic 10.0 6.8 2/2 3.43s
#79 Hunter Alpha medium OpenRouter 10.0 6.7 2/2 23.2s
#80 Mimo V2 Omni medium Xiaomi 10.0 6.7 2/2 3.04s
#84 Grok 4.20 Multi Agent Beta medium X AI 10.0 6.6 2/2 5.54s
#85 Gemma 4 31B none Google 10.0 6.5 2/2 2.25s
#86 Grok 4.1 Fast medium X AI 10.0 6.5 2/2 6.63s
#87 Gemini 3.1 Flash Lite minimal Google 10.0 6.4 2/2 1.04s
#88 Qwen3.7 Plus none Qwen 10.0 6.4 2/2 1.43s
#90 Gemini 3.1 Flash Lite none Google 10.0 6.4 2/2 843ms
#91 GPT-5.5 none OpenAI 10.0 6.4 2/2 1.18s
#92 Laguna M.1 medium Poolside 10.0 6.4 2/2 4.93s

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)