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

GLM 5.1 (medium) inaongoza kwa average score: 7.1 vs 7.0. DeepSeek V3.2 (medium) ina gharama ya chini ya benchmark: $0.078 vs $0.535. GLM 5.1 (medium) ni ya haraka zaidi: 46.77s vs 68.62s, na pass rates 65.2% vs 69.7%.

Muundo unaopendekezwaDeepSeek V3.2 (medium)Its score stays close to the best score here (7.0 vs 7.1), while costing about 6.9x less than GLM 5.1 (medium).

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

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	GLM 5.1 GLM 5.1 medium Toleo: 2026-04-07

Kipimo	DeepSeek V3.2 DeepSeek V3.2 medium Toleo: 2025-12-01	GLM 5.1 GLM 5.1 medium Toleo: 2026-04-07
Alama	7.0	7.1
Nafasi	#73	#71
Uaminifu	10.0	8.3
Uthabiti	7.4	8.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.2%	69.7%
Majaribio yasiyo thabiti	7	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.671	4.202
Jumla ya gharama	$0.078	$0.535
Bei ya ingizo	$0.269 / 1M	$0.966 / 1M
Bei ya toleo	$0.400 / 1M	$3.036 / 1M
Jumla ya tokeni za ingizo	101,047	82,623
Tokeni za matokeo	11,834	16,089
Tokeni za hoja	117,014	136,463
Muda wa majibu (wastani)	68.62s	46.77s
Muda wa majibu (upeo)	376.10s	308.75s
Muda wa majibu (jumla)	1509.53s	982.16s

Hamster playing table tennis

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

#73 DeepSeek V3.2

medium

Gharama: $0.001
Muda: 53.6s
Tokeni: 1,932 tok

#71 GLM 5.1

medium

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	8.2	7.9	83.3%	1		24.23s	448	3,247	6,953
GLM 5.1	10.0	10.0	100.0%	0		8.31s	555	401	5,122

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	6.0	7.2	55.6%	1		248.68s	5,717	649	52,014
GLM 5.1	4.6	3.7	44.5%	2		109.63s	5,702	4,871	37,826

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	7.3	5.8	83.3%	1		79.92s	76,997	5,219	24,229
GLM 5.1	9.8	10.0	100.0%	0		175.93s	66,926	4,761	65,248

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	10.0	10.0	100.0%	0		36.09s	7,388	207	7,693
GLM 5.1	10.0	10.0	100.0%	0		9.33s	7,107	991	4,552

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	4.4	22.2%	2		24.27s	472	21	6,838
GLM 5.1	5.3	10.0	33.3%	0		29.77s	489	969	11,314

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	3.4	2.5	33.3%	1		58.29s	314	49	2,189
GLM 5.1	10.0	10.0	100.0%	0		20.95s	477	2,875	2,875

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		35.78s	627	1,397	2,845
GLM 5.1	6.4	5.8	66.7%	1		7.47s	634	204	1,617

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	7.0	7.2	55.6%	1		37.69s	594	518	6,375
GLM 5.1	8.2	7.2	88.9%	1		31.64s	609	935	5,730

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		34.81s	8,307	507	859
GLM 5.1	3.0	10.0	0.0%	0		0ms	0	0	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		83.99s	183	20	7,019
GLM 5.1	3.0	10.0	0.0%	0		29.40s	124	82	2,179

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

DeepSeek V3.2mediumvsGemini 3.5 Flashnone Qwen3.7 PlusnonevsGLM 5.1medium KAT-Coder-Pro V2.5highvsGLM 5.1medium DeepSeek V3.2mediumvsGPT-5.6 Solnone Step 3.7 FlashlowvsGLM 5.1medium Gemini 3.5 FlashnonevsGLM 5.1medium Claude Opus 4.8nonevsGLM 5.1medium DeepSeek V3.2mediumvsQwen3.7 Plusnone DeepSeek V3.2mediumvsStep 3.7 Flashhigh DeepSeek V3.2mediumvsGPT-5.5none DeepSeek V3.2mediumvsGemini 3.5 Flashminimal DeepSeek V3.2mediumvsKAT-Coder-Pro V2.5high