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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)
#14 Qwen3.6 Max Preview medium Qwen 10.0 8.5 2/2 41.2s
#15 GPT-5.3-Codex medium OpenAI 10.0 8.4 2/2 3.07s
#16 Gemini 3 Flash Preview low Google 10.0 8.4 2/2 9.40s
#18 Qwen3.7 Plus medium Qwen 10.0 8.2 2/2 21.7s
#19 Seed-2.0-Lite medium Bytedance Seed 10.0 8.2 2/2 9.07s
#21 GPT-5.4 medium OpenAI 10.0 8.0 2/2 5.32s
#22 Step 3.7 Flash medium Stepfun 10.0 8.0 2/2 2.75s
#23 GLM 5 Turbo medium Z.ai 10.0 8.0 2/2 6.19s
#24 GPT-5.2 Chat none OpenAI 10.0 7.9 2/2 3.05s
#25 Qwen3.5 Plus 2026-02-15 medium Qwen 10.0 7.9 2/2 46.9s
#26 Qwen3.6 Plus medium Qwen 10.0 7.9 2/2 14.9s
#27 Gemma 4 31B medium Google 10.0 7.8 2/2 21.1s
#28 Gemini 2.5 Flash medium Google 10.0 7.8 2/2 4.06s
#29 Qwen3.5-122B-A10B medium Qwen 10.0 7.8 2/2 23.4s
#30 Qwen3.5-27B medium Qwen 10.0 7.8 2/2 30.3s

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)