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

8.7

Modeli bora

Gemini 3 Flash Preview 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)
#1	Gemini 3 Flash Preview medium	Google	10.0	9.8	2/2	5.43s
#2	Gemini 3.5 Flash high	Google	10.0	9.6	2/2	6.43s
#3	Gemini 3.5 Flash low	Google	10.0	9.4	2/2	1.81s
#4	Gemini 3.1 Pro Preview medium	Google	10.0	9.4	2/2	7.72s
#5	Qwen3.7 Max medium	Qwen	10.0	9.1	2/2	8.80s
#6	GPT-5.5 low	OpenAI	10.0	9.0	2/2	3.28s
#7	Gemini 3.5 Flash medium	Google	10.0	9.0	2/2	4.07s
#8	Claude Opus 4.7 none	Anthropic	10.0	8.9	2/2	2.15s
#9	GPT-5.5 medium	OpenAI	10.0	8.8	2/2	4.18s
#11	Claude Opus 4.7 medium	Anthropic	10.0	8.7	2/2	2.37s
#12	Gemini 3.1 Flash Lite Preview high	Google	10.0	8.6	2/2	7.16s
#13	Grok 4.20 Beta medium	X AI	10.0	8.5	2/2	4.01s
#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

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)