Ling 3.0 Flash vs Z.ai: GLM 5.1

Ling 3.0 Flash inaongoza kwa average score: 5.7 vs 5.5. Ling 3.0 Flash ina gharama ya chini ya benchmark: $0.000 vs $0.164. Ling 3.0 Flash ni ya haraka zaidi: 3.46s vs 6.70s, na pass rates 27.3% vs 40.9%.

Muundo unaopendekezwaGLM 5.1It has the best overall balance of score, reliability, cost, and response time in this comparison.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-24

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 Inapatikana bure	GLM 5.1 GLM 5.1 none Toleo: 2026-04-07

Kipimo	Ling 3.0 Flash Ling 3.0 Flash none Toleo: 2026-07-24 Inapatikana bure	GLM 5.1 GLM 5.1 none Toleo: 2026-04-07
Alama	5.7	5.5
Nafasi	#149	#159
Uaminifu	9.9	10.0
Uthabiti	10.0	8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	27.3%	40.9%
Majaribio yasiyo thabiti	0	5
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.000	2.368
Jumla ya gharama	$0.000	$0.164
Bei ya ingizo	$0.000 / 1M	$0.966 / 1M
Bei ya toleo	$0.000 / 1M	$3.036 / 1M
Jumla ya tokeni za ingizo	124,176	124,209
Tokeni za matokeo	12,783	14,393
Tokeni za hoja	0	0
Muda wa majibu (wastani)	3.46s	6.70s
Muda wa majibu (upeo)	17.51s	61.20s
Muda wa majibu (jumla)	76.06s	147.38s

Hamster playing table tennis

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

#149 Ling 3.0 Flash

none

Gharama: $0.000
Muda: 11.6s
Tokeni: 2,781 tok

#159 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
Ling 3.0 Flash	4.8	10.0	25.0%	0		3.34s	762	139	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
Ling 3.0 Flash	5.5	10.0	33.3%	0		6.39s	8,307	639	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		8.58s	95,727	11,102	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
Ling 3.0 Flash	10.0	10.0	100.0%	0		1.10s	8,022	249	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		1000ms	837	24	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
Ling 3.0 Flash	5.0	10.0	0.0%	0		1.58s	549	51	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
Ling 3.0 Flash	4.8	10.0	0.0%	0		836ms	750	71	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
Ling 3.0 Flash	5.3	10.0	33.3%	0		1.49s	756	283	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
Ling 3.0 Flash	10.0	10.0	100.0%	0		2.85s	8,235	216	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
Ling 3.0 Flash	3.0	10.0	0.0%	0		10.61s	231	9	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 Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5high Ling 3.0 FlashnoneInapatikana burevsNemotron 3 SupermediumInapatikana bure KAT-Coder-Air V2.5highvsGLM 5.1none Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5medium Laguna S 2.1mediumInapatikana burevsGLM 5.1none KAT-Coder-Air V2.5lowvsGLM 5.1none Nemotron 3 SupermediumInapatikana burevsGLM 5.1none North Mini CodemediumInapatikana burevsLing 3.0 FlashnoneInapatikana bure Laguna S 2.1highInapatikana burevsGLM 5.1none Ling 3.0 FlashnoneInapatikana burevsLaguna S 2.1mediumInapatikana bure Ling 3.0 FlashnoneInapatikana burevsKAT-Coder-Air V2.5low