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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)
#93 Qwen3.6 Plus Preview medium Qwen 10.0 6.3 2/2 14.9s
#95 Qwen3.5 Plus 2026-02-15 none Qwen 10.0 6.3 2/2 1.89s
#97 Gemini 2.5 Flash none Google 10.0 6.2 2/2 652ms
#98 GLM 5 none Z.ai 10.0 6.1 2/2 5.78s
#101 Mimo V2 Omni none Xiaomi 10.0 6.0 2/2 1.76s
#102 Gemma 4 26B A4B none Google 10.0 6.0 2/2 1.70s
#104 Nemotron 3 Ultra 550b A55b none NVIDIA 10.0 6.0 2/2 1.94s
#105 Nemotron 3 Super medium NVIDIA 10.0 5.8 2/2 18.2s
#106 Grok 4.20 Beta none X AI 10.0 5.8 2/2 601ms
#108 Qwen3.5-Flash none Qwen 10.0 5.8 2/2 1.57s
#109 GLM 5V Turbo none Z.ai 10.0 5.8 2/2 3.81s
#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

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)