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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: Majaribio sahihi ↑.

Modeli zilizoonyeshwa

15

Wastani wa Alama ya Uchanganuzi na uchimbaji wa data

8.7

Modeli bora

MiMo-V2.5 2.7

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)
#110 Seed-2.0-Lite none Bytedance Seed 10.0 5.8 2/2 1.82s
#111 Owl Alpha medium Openrouter 10.0 5.7 2/2 21.6s
#112 GLM 5.1 none Z.ai 10.0 5.7 2/2 1.08s
#114 Qwen3.5 Plus 2026-04-20 none Qwen 10.0 5.7 2/2 2.82s
#115 Qwen3.5-27B none Qwen 10.0 5.7 2/2 1.43s
#116 Hunter Alpha none OpenRouter 10.0 5.7 2/2 8.49s
#117 Qwen3.5-35B-A3B none Qwen 10.0 5.6 2/2 1.16s
#120 Mimo V2 PRO none Xiaomi 10.0 5.6 2/2 1.39s
#121 Owl Alpha none Openrouter 10.0 5.5 2/2 3.60s
#123 MiMo-V2.5-Pro none Xiaomi 10.0 5.5 2/2 1.32s
#124 Kimi K2.6 none Moonshot AI 10.0 5.5 2/2 1.32s
#125 GPT-5.4 none OpenAI 10.0 5.5 2/2 1.04s
#127 Grok 4.20 none X AI 10.0 5.4 2/2 522ms
#128 Qwen3.6 Flash none Qwen 10.0 5.4 2/2 2.13s
#131 Qwen3.5-122B-A10B none Qwen 10.0 5.3 2/2 1.01s

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)