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

9.0

Modeli bora

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)
#70	Qwen3.5-122B-A10B none	Qwen	10.0	5.7	2/2	1.01s
#72	Hunter Alpha none	OpenRouter	10.0	5.7	2/2	8.49s
#75	GLM 5.1 none	Z.ai	10.0	5.6	2/2	1.08s
#77	GLM 5 Turbo none	Z.ai	10.0	5.5	2/2	2.47s
#78	Trinity Large Preview none	Arcee AI	10.0	5.3	2/2	3.26s
#79	Grok 4.20 Beta none	X AI	10.0	5.3	2/2	601ms
#82	Grok 4.20 none	X AI	10.0	5.2	2/2	522ms
#83	Mistral Small 4 none	Mistral	10.0	5.2	2/2	822ms
#86	GPT-5.4 Mini none	OpenAI	10.0	5.1	2/2	1.30s
#88	Nemotron 3 Super none	NVIDIA	10.0	5.1	2/2	7.92s
#89	GPT-4o-mini none	OpenAI	10.0	4.9	2/2	1.27s
#90	Qwen3.5-9B none	Qwen	10.0	4.8	2/2	847ms
#95	Grok 4.1 Fast none	X AI	10.0	4.5	2/2	943ms
#32	Qwen3.5-Flash medium	Qwen	7.3	7.8	1/2	57.0s
#43	Qwen3.5-35B-A3B medium	Qwen	7.3	7.4	1/2	59.3s

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Orodha ya Uchanganuzi na uchimbaji wa data