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)
#161	Qwen3.5-9B medium	Qwen	3.6	4.2	0/2	87.3s
#150	Qwen3 Coder Next medium	Qwen	6.5	4.6	1/2	81.8s
#66	Qwen3.5-35B-A3B medium	Qwen	7.3	7.1	1/2	59.3s
#49	Qwen3.5-Flash medium	Qwen	7.3	7.4	1/2	57.0s
#76	Kimi K2.5 medium	Moonshot AI	10.0	6.8	2/2	49.8s
#25	Qwen3.5 Plus 2026-02-15 medium	Qwen	10.0	7.9	2/2	46.9s
#96	Ring-2.6-1T none	Inclusionai	3.0	6.2	0/2	45.9s
#135	Kimi K2.5 none	Moonshot AI	7.3	5.2	1/2	42.1s
#14	Qwen3.6 Max Preview medium	Qwen	10.0	8.5	2/2	41.2s
#36	Qwen3.5 Plus 2026-04-20 medium	Qwen	10.0	7.6	2/2	38.3s
#75	Ring-2.6-1T medium	Inclusionai	6.5	6.9	1/2	37.4s
#78	Qwen3.6 27B medium	Qwen	3.5	6.8	0/2	37.3s
#72	DeepSeek V3.2 medium	DeepSeek	10.0	7.0	2/2	36.1s
#113	DeepSeek V4 Pro none	DeepSeek	6.9	5.7	1/2	30.5s
#30	Qwen3.5-27B medium	Qwen	10.0	7.8	2/2	30.3s

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)