Orodha ya modeli za Uchanganuzi na uchimbaji wa data

Kategoria ya AI BENCHY

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

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)
#6	Seed-2.0-Lite medium	Bytedance Seed	10.0	8.6	2/2	9.07s
#7	GPT-5.3-Codex medium	OpenAI	10.0	8.6	2/2	3.07s
#8	Qwen3.5 Plus 2026-02-15 medium	Qwen	10.0	8.5	2/2	46.9s
#9	Qwen3.6 Plus Preview medium	Qwen	10.0	8.5	2/2	14.9s
#10	Qwen3.5-27B medium	Qwen	10.0	8.4	2/2	30.3s
#11	Gemini 3.1 Flash Lite Preview high	Google	10.0	8.4	2/2	7.16s
#12	Gemini 3 PRO Preview medium	Google	10.0	8.4	2/2	10.8s
#14	Gemma 4 31B medium	Google	10.0	8.3	2/2	21.1s
#15	Gemini 2.5 Flash medium	Google	10.0	8.2	2/2	4.06s
#16	GPT-5.4 medium	OpenAI	10.0	8.2	2/2	5.32s
#17	Gemini 3.1 Flash Lite Preview medium	Google	10.0	8.2	2/2	2.29s
#18	GLM 5 Turbo medium	Z.ai	10.0	8.1	2/2	6.19s
#19	Qwen3.5-122B-A10B medium	Qwen	10.0	8.1	2/2	23.4s
#20	Qwen3.6 Plus medium	Qwen	10.0	8.1	2/2	14.9s
#21	Gemini 3 Flash Preview none	Google	10.0	8.1	2/2	1.41s

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Orodha ya Uchanganuzi na uchimbaji wa data

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)