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: Muda wa majibu (wastani) ↓.

Modeli zilizoonyeshwa

Wastani wa Alama ya Uchanganuzi na uchimbaji wa data

8.7

Modeli bora

Qwen3.5-9B 3.6

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)
#47	Grok Build 0.1 medium	X AI	10.0	7.4	2/2	10.7s
#39	Qwen3.6 Flash medium	Qwen	10.0	7.5	2/2	9.65s
#59	GLM 5V Turbo medium	Z.ai	10.0	7.2	2/2	9.60s
#133	DeepSeek V3.2 none	DeepSeek	6.3	5.2	1/2	9.42s
#16	Gemini 3 Flash Preview low	Google	10.0	8.4	2/2	9.40s
#107	Laguna Xs.2 medium	Poolside	7.1	5.8	1/2	9.34s
#55	GLM 5.1 medium	Z.ai	10.0	7.3	2/2	9.33s
#100	Grok Build 0.1 none	X AI	3.8	6.0	0/2	9.33s
#19	Seed-2.0-Lite medium	Bytedance Seed	10.0	8.2	2/2	9.07s
#17	GLM 5 medium	Z.ai	7.1	8.3	1/2	8.90s
#5	Qwen3.7 Max medium	Qwen	10.0	9.1	2/2	8.80s
#116	Hunter Alpha none	OpenRouter	10.0	5.7	2/2	8.49s
#138	Ling-2.6-flash none	Inclusionai	6.5	5.0	1/2	8.48s
#20	Gemini 3.5 Flash none	Google	6.5	8.1	1/2	8.10s
#141	Nemotron 3 Super none	NVIDIA	10.0	4.9	2/2	7.92s

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)