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.

Modeli zilizoonyeshwa

Wastani wa Alama ya Uchanganuzi na uchimbaji wa data

8.7

Modeli bora

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)
#145	Laguna M.1 none	Poolside	10.0	4.8	2/2	3.37s
#146	Laguna Xs.2 none	Poolside	10.0	4.8	2/2	646ms
#147	GPT-4o-mini none	OpenAI	10.0	4.8	2/2	1.27s
#151	Trinity Large Preview none	Arcee AI	10.0	4.6	2/2	3.26s
#153	Qwen3.6 35B A3B none	Qwen	10.0	4.6	2/2	1.46s
#154	Qwen3.5-9B none	Qwen	10.0	4.6	2/2	847ms
#157	Grok 4.1 Fast none	X AI	10.0	4.4	2/2	943ms
#159	Ling-2.6-1T none	Inclusionai	10.0	4.3	2/2	1.37s
#49	Qwen3.5-Flash medium	Qwen	7.3	7.4	1/2	57.0s
#66	Qwen3.5-35B-A3B medium	Qwen	7.3	7.1	1/2	59.3s
#81	Mercury 2 medium	Inception	7.3	6.6	1/2	1.11s
#103	DeepSeek V4 Pro high	DeepSeek	7.3	6.0	1/2	23.6s
#132	Mistral Small 4 medium	Mistral	7.3	5.3	1/2	1.23s
#149	Nemotron 3 Nano Omni 30b A3b Reasoning medium	NVIDIA	7.3	4.6	1/2	2.72s
#155	Mercury 2 none	Inception	7.3	4.5	1/2	667ms

Orodha ya Uchanganuzi na uchimbaji wa data