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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. Panga kwa: Muda wa majibu (wastani) ↑.

Modeli zilizoonyeshwa

15

Wastani wa Alama ya Uchanganuzi na uchimbaji wa data

8.7

Modeli bora

MiMo-V2-Flash 6.5

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)
#152 MiMo-V2-Flash none Xiaomi 2.9 4.6 0/2 19.7s
#60 Kimi K2.6 medium Moonshot AI 10.0 7.2 2/2 20.4s
#27 Gemma 4 31B medium Google 10.0 7.8 2/2 21.1s
#94 GPT-5 Nano medium OpenAI 3.7 6.3 0/2 21.4s
#111 Owl Alpha medium Openrouter 10.0 5.7 2/2 21.6s
#18 Qwen3.7 Plus medium Qwen 10.0 8.2 2/2 21.7s
#130 MiniMax M2.7 medium Minimax 6.3 5.3 1/2 21.9s
#79 Hunter Alpha medium OpenRouter 10.0 6.7 2/2 23.2s
#29 Qwen3.5-122B-A10B medium Qwen 10.0 7.8 2/2 23.4s
#103 DeepSeek V4 Pro high DeepSeek 7.3 6.0 1/2 23.6s
#139 DeepSeek V4 Flash none DeepSeek 10.0 5.0 2/2 23.8s
#73 Seed-2.0-Mini medium Bytedance Seed 10.0 6.9 2/2 24.3s
#31 DeepSeek V4 Flash high DeepSeek 10.0 7.7 2/2 28.0s
#30 Qwen3.5-27B medium Qwen 10.0 7.8 2/2 30.3s
#113 DeepSeek V4 Pro none DeepSeek 6.9 5.7 1/2 30.5s

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)