Orodha ya modeli za Uandishi wa msimbo

Kategoria ya AI BENCHY

Ona ni modeli gani za AI zinafanya vizuri zaidi katika Uandishi wa msimbo, zipi zinabaki thabiti, na pengo kubwa liko wapi. Panga kwa: Muda wa majibu (wastani) ↓.

Modeli zilizoonyeshwa

Wastani wa Alama ya Uandishi wa msimbo

7.2

Modeli bora

Seed-2.0-Mini 10.0

Sababu za kushindwa

Kwa sababu ya kushindwa Jibu lisilo sahihi26 Kwa sababu ya kushindwa Muda umeisha12 Kwa sababu ya kushindwa Hitilafu ya API6 Kwa sababu ya kushindwa Hakufuata maelekezo2

Nafasi	Modeli	Kampuni	Alama ya Uandishi wa msimbo	Alama	Majaribio sahihi	Muda wa majibu (wastani)
#36	Seed-2.0-Mini medium	Bytedance Seed	10.0	7.5	1/1	197.3s
#25	DeepSeek V3.2 medium	DeepSeek	4.7	8.0	0/1	180.9s
#43	Kimi K2.5 medium	Moonshot AI	4.7	7.0	0/1	150.8s
#22	Gemma 4 26B A4B medium	Google	2.8	8.0	0/1	147.5s
#91	Qwen3.5-9B medium	Qwen	2.6	4.4	0/1	135.6s
#6	Qwen3.5 Plus 2026-02-15 medium	Qwen	10.0	8.5	1/1	120.9s
#31	GLM 5.1 medium	Z.ai	4.7	7.8	0/1	118.5s
#76	MiniMax M2.7 medium	Minimax	10.0	5.3	1/1	91.3s
#1	Gemini 3 Flash Preview medium	Google	10.0	10.0	1/1	79.7s
#40	Qwen3.5-35B-A3B medium	Qwen	10.0	7.4	1/1	79.1s
#11	GLM 5 medium	Z.ai	10.0	8.4	1/1	79.1s
#4	Seed-2.0-Lite medium	Bytedance Seed	10.0	8.6	1/1	74.5s
#17	Qwen3.5-122B-A10B medium	Qwen	4.7	8.1	0/1	71.0s
#12	Gemma 4 31B medium	Google	4.7	8.3	0/1	71.0s
#8	Qwen3.5-27B medium	Qwen	10.0	8.4	1/1	70.4s

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Orodha ya Uandishi wa msimbo

Modeli bora kwa Alama ya Uandishi wa msimbo

Alama ya Uandishi wa msimbo dhidi ya jumla ya gharama

Modeli bora kwa Muda wa majibu (wastani)