Meituan: LongCat 2.0 vs Qwen: Qwen3.5-35B-A3B

LongCat 2.0 inaongoza kwa average score: 6.3 vs 6.2. LongCat 2.0 ina gharama ya chini ya benchmark: $0.044 vs $0.837. LongCat 2.0 ni ya haraka zaidi: 5.18s vs 112.47s, na pass rates 36.4% vs 66.7%.

Muundo unaopendekezwaLongCat 2.0It has the best score here (6.3), while costing about 19.1x less than Qwen3.5-35B-A3B (medium).

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

Kipimo	LongCat 2.0 LongCat 2.0 none Toleo: 2026-07-20	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Toleo: 2026-02-24

Kipimo	LongCat 2.0 LongCat 2.0 none Toleo: 2026-07-20	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Toleo: 2026-02-24
Alama	6.3	6.2
Nafasi	#111	#119
Uaminifu	10.0	10.0
Uthabiti	9.3	7.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	36.4%	66.7%
Majaribio yasiyo thabiti	2	6
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.627	9.130
Jumla ya gharama	$0.044	$0.837
Bei ya ingizo	$0.300 / 1M	$0.140 / 1M
Bei ya toleo	$1.200 / 1M	$1.000 / 1M
Jumla ya tokeni za ingizo	108,743	130,388
Tokeni za matokeo	9,372	40,630
Tokeni za hoja	0	786,040
Muda wa majibu (wastani)	5.18s	112.47s
Muda wa majibu (upeo)	48.38s	950.25s
Muda wa majibu (jumla)	113.95s	2474.28s

Hamster playing table tennis

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

#111 LongCat 2.0

none

Gharama: $0.027
Muda: 411.7s
Tokeni: 22,283 tok

#119 Qwen3.5-35B-A3B

medium

Gharama: $0.009
Muda: 71.4s
Tokeni: 8,631 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	4.8	10.0	25.0%	0		2.87s	624	503	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		21.13s	672	798	42,652

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	5.5	10.0	33.3%	0		2.85s	7,446	578	0
Qwen3.5-35B-A3B	5.9	9.3	33.3%	0		206.65s	4,106	23,844	111,462

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	6.5	10.0	50.0%	0		28.45s	83,372	7,289	0
Qwen3.5-35B-A3B	3.8	5.8	33.3%	1		512.79s	109,184	775	444,948

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	10.0	10.0	100.0%	0		2.36s	7,671	246	0
Qwen3.5-35B-A3B	7.3	5.9	83.3%	1		59.33s	6,061	235	19,493

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		1.72s	729	25	0
Qwen3.5-35B-A3B	4.1	4.4	44.5%	2		88.34s	500	41	46,368

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	5.0	10.0	0.0%	0		2.76s	489	111	0
Qwen3.5-35B-A3B	2.8	1.6	33.3%	1		30.30s	172	20	3,753

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		2.82s	675	66	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		24.45s	699	97	17,361

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	4.0	5.0	33.3%	2		2.74s	663	299	0
Qwen3.5-35B-A3B	8.2	7.2	88.9%	1		33.13s	597	3,592	26,585

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		6.64s	6,867	231	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		4.65s	8,193	309	1,365

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		3.92s	207	24	0
Qwen3.5-35B-A3B	3.0	10.0	0.0%	0		177.35s	204	10,919	72,053

Ulinganisho wa haraka

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