Meituan: LongCat 2.0 vs Z.ai: GLM 5.2

LongCat 2.0 (low) inaongoza kwa average score: 6.7 vs 6.6. GLM 5.2 ina gharama ya chini ya benchmark: $0.151 vs $0.391. GLM 5.2 ni ya haraka zaidi: 9.34s vs 100.31s, na pass rates 53.0% vs 59.1%.

Muundo unaopendekezwaGLM 5.2Its score stays close to the best score here (6.6 vs 6.7), while costing about 2.6x less than LongCat 2.0 (low).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-20

Kipimo	LongCat 2.0 LongCat 2.0 low Toleo: 2026-07-20	GLM 5.2 GLM 5.2 none Toleo: 2026-06-17

Kipimo	LongCat 2.0 LongCat 2.0 low Toleo: 2026-07-20	GLM 5.2 GLM 5.2 none Toleo: 2026-06-17
Alama	6.7	6.6
Nafasi	#91	#96
Uaminifu	9.6	10.0
Uthabiti	8.9	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	59.1%
Majaribio yasiyo thabiti	3	2
Jumla ya uendeshaji	66	64
Gharama kwa matokeo	3.910	1.421
Jumla ya gharama	$0.391	$0.151
Bei ya ingizo	$0.300 / 1M	$0.960 / 1M
Bei ya toleo	$1.200 / 1M	$3.014 / 1M
Jumla ya tokeni za ingizo	90,909	112,359
Tokeni za matokeo	5,679	14,340
Tokeni za hoja	297,369	0
Muda wa majibu (wastani)	100.31s	9.34s
Muda wa majibu (upeo)	560.39s	79.65s
Muda wa majibu (jumla)	2206.82s	205.46s

Hamster playing table tennis

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

#91 LongCat 2.0

low

Gharama: $0.024
Muda: 428.0s
Tokeni: 19,557 tok

#96 GLM 5.2

none

SVG batili

Gharama: $0.033
Muda: 87.7s
Tokeni: 7,455 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
LongCat 2.0	10.0	10.0	100.0%	0		9.04s	588	225	4,303
GLM 5.2	8.3	10.0	75.0%	0		3.70s	567	313	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
LongCat 2.0	6.6	4.6	77.8%	2		479.30s	6,544	461	206,627
GLM 5.2	3.7	9.5	0.0%	0		7.55s	7,263	1,958	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
LongCat 2.0	10.0	10.0	100.0%	0		130.21s	66,883	3,905	37,643
GLM 5.2	6.9	5.9	66.7%	1		50.17s	88,074	11,016	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
LongCat 2.0	6.3	10.0	50.0%	0		10.77s	7,653	198	2,498
GLM 5.2	10.0	10.0	100.0%	0		7.17s	7,113	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
LongCat 2.0	3.0	10.0	0.0%	0		86.08s	496	142	28,567
GLM 5.2	5.3	10.0	33.3%	0		4.04s	606	23	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
LongCat 2.0	3.4	2.2	33.3%	1		22.45s	480	116	2,364
GLM 5.2	6.1	3.1	66.7%	1		4.42s	480	82	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
LongCat 2.0	6.5	10.0	50.0%	0		6.39s	657	78	1,604
GLM 5.2	9.8	10.0	100.0%	0		3.84s	642	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
LongCat 2.0	3.1	10.0	0.0%	0		8.15s	636	289	2,561
GLM 5.2	7.7	10.0	66.7%	0		3.31s	618	265	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
LongCat 2.0	10.0	10.0	100.0%	0		10.81s	6,840	249	398
GLM 5.2	10.0	10.0	100.0%	0		15.76s	6,807	400	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
LongCat 2.0	3.0	10.0	0.0%	0		122.07s	132	16	10,804
GLM 5.2	3.0	10.0	0.0%	0		3.41s	189	13	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5nonevsLongCat 2.0low Gemma 4 26B A4BmediumInapatikana burevsGLM 5.2none LongCat 2.0highvsGLM 5.2none LongCat 2.0lowvsQwen3.6 35B A3Bmedium Gemini 3 Flash PreviewnonevsLongCat 2.0low Qwen3.6 27BmediumvsGLM 5.2none Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0low MiMo-V2.5mediumvsGLM 5.2none Laguna XS 2.1mediumInapatikana burevsGLM 5.2none Gemini 3.5 FlashminimalvsLongCat 2.0low Qwen3.6 35B A3BmediumvsGLM 5.2none Gemini 3.1 Flash Lite PreviewlowvsGLM 5.2none