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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

9.0

Modeli bora

GPT-5 Nano 3.7

Sababu za kushindwa

Kwa sababu ya kushindwa Jibu lisilo sahihi19 Kwa sababu ya kushindwa Hitilafu ya API6 Kwa sababu ya kushindwa Hakuna jibu2 Kwa sababu ya kushindwa Muundo wa ziada2 Kwa sababu ya kushindwa Muda umeisha1
Nafasi Modeli Kampuni Alama ya Uchanganuzi na uchimbaji wa data Alama Majaribio sahihi Muda wa majibu (wastani)
#58 GLM 5V Turbo none Z.ai 10.0 6.2 2/2 3.81s
#59 Qwen3.5-Flash none Qwen 10.0 6.2 2/2 1.57s
#60 Gemma 4 26B A4B none Google 10.0 6.2 2/2 1.70s
#61 Seed-2.0-Lite none Bytedance Seed 10.0 6.2 2/2 1.82s
#62 Gemini 2.5 Flash none Google 10.0 6.2 2/2 652ms
#63 Qwen3.5-35B-A3B none Qwen 10.0 6.1 2/2 1.16s
#65 MiMo-V2-Pro none Xiaomi 10.0 6.0 2/2 1.39s
#66 GPT-5.4 none OpenAI 10.0 5.9 2/2 1.04s
#67 Qwen3.5-27B none Qwen 10.0 5.9 2/2 1.43s
#69 Kimi K2.6 none Moonshot AI 10.0 5.8 2/2 1.32s
#70 Qwen3.5-122B-A10B none Qwen 10.0 5.7 2/2 1.01s
#72 Hunter Alpha none OpenRouter 10.0 5.7 2/2 8.49s
#75 GLM 5.1 none Z.ai 10.0 5.6 2/2 1.08s
#77 GLM 5 Turbo none Z.ai 10.0 5.5 2/2 2.47s
#78 Trinity Large Preview none Arcee AI 10.0 5.3 2/2 3.26s

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)