AI BENCHY Compare

DeepSeek: DeepSeek V3.2 vs Z.ai: GLM 5.1

Muhtasari

GLM 5.1 inaongoza kwa average score: 5.5 vs 5.0. DeepSeek V3.2 ina gharama ya chini ya benchmark: $0.054 vs $0.164. GLM 5.1 ni ya haraka zaidi: 6.70s vs 18.25s, na pass rates 37.9% vs 40.9%.

Muundo unaopendekezwaGLM 5.1It has the best score here (5.5), while responding about 2.7x faster than DeepSeek V3.2.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-17

Kipimo	DeepSeek V3.2 DeepSeek V3.2 none Toleo: 2025-12-01	GLM 5.1 GLM 5.1 none Toleo: 2026-04-07

Kipimo	DeepSeek V3.2 DeepSeek V3.2 none Toleo: 2025-12-01	GLM 5.1 GLM 5.1 none Toleo: 2026-04-07
Alama	5.0	5.5
Nafasi	#165	#144
Uaminifu	10.0	10.0
Uthabiti	7.7	8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	37.9%	40.9%
Majaribio yasiyo thabiti	6	5
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.870	2.368
Jumla ya gharama	$0.054	$0.164
Bei ya ingizo	$0.269 / 1M	$0.966 / 1M
Bei ya toleo	$0.400 / 1M	$3.036 / 1M
Jumla ya tokeni za ingizo	135,780	124,209
Tokeni za matokeo	42,097	14,393
Tokeni za hoja	0	0
Muda wa majibu (wastani)	18.25s	6.70s
Muda wa majibu (upeo)	115.89s	61.20s
Muda wa majibu (jumla)	401.60s	147.38s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#165 DeepSeek V3.2

none

Gharama: $0.002
Muda: 7.0s
Tokeni: 1,046 tok

#144 GLM 5.1

none

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	3.2	8.0	8.3%	1		9.35s	494	1,073	0
GLM 5.1	4.0	6.3	25.0%	2		2.11s	555	305	0

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	3.1	6.9	11.1%	1		14.54s	7,279	4,528	0
GLM 5.1	3.9	9.7	0.0%	0		4.96s	7,256	525	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	4.8	10.0	0.0%	0		113.53s	109,626	33,819	0
GLM 5.1	2.8	1.8	33.3%	2		46.88s	99,907	12,768	0

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	6.3	5.8	66.7%	1		9.42s	7,890	1,710	0
GLM 5.1	10.0	10.0	100.0%	0		1.08s	7,107	204	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	2.9	7.2	11.1%	1		4.17s	624	21	0
GLM 5.1	2.9	7.2	11.1%	1		1.99s	687	24	0

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	4.7	1.6	66.7%	1		9.32s	314	43	0
GLM 5.1	5.0	10.0	0.0%	0		790ms	477	39	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	10.0	10.0	100.0%	0		1.52s	627	66	0
GLM 5.1	9.8	10.0	100.0%	0		1.98s	636	66	0

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	7.6	7.2	77.8%	1		6.91s	424	298	0
GLM 5.1	7.7	10.0	66.7%	0		1.45s	609	151	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	10.0	10.0	100.0%	0		11.85s	8,319	522	0
GLM 5.1	10.0	10.0	100.0%	0		10.68s	6,789	300	0

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
DeepSeek V3.2	3.0	10.0	0.0%	0		17.23s	183	17	0
GLM 5.1	3.0	10.0	0.0%	0		2.34s	186	11	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Air V2.5mediumvsGLM 5.1none DeepSeek V3.2nonevsMiniMax M2.7medium KAT-Coder-Air V2.5highvsGLM 5.1none DeepSeek V3.2nonevsMistral Small 4medium KAT-Coder-Air V2.5lowvsGLM 5.1none Nemotron 3 SupermediumInapatikana burevsGLM 5.1none DeepSeek V3.2nonevsQwen3 Coder Nextmedium CobuddymediumvsDeepSeek V3.2none North Mini CodemediumInapatikana burevsGLM 5.1none DeepSeek V3.2nonevsKAT-Coder-Air V2.5low DeepSeek V3.2nonevsMiniMax M2.5medium Mistral Small 4mediumvsGLM 5.1none