Meituan: LongCat 2.0 vs Qwen: Qwen3.5-27B

LongCat 2.0 (high) inaongoza kwa average score: 6.6 vs 6.5. Qwen3.5-27B ina gharama ya chini ya benchmark: $0.090 vs $0.469. Qwen3.5-27B ni ya haraka zaidi: 4.76s vs 148.73s, na pass rates 53.0% vs 40.9%.

Muundo unaopendekezwaQwen3.5-27BIts score stays close to the best score here (6.5 vs 6.6), while costing about 5.2x less than LongCat 2.0 (high).

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

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	Qwen3.5-27B Qwen3.5-27B none Toleo: 2026-02-24

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	Qwen3.5-27B Qwen3.5-27B none Toleo: 2026-02-24
Alama	6.6	6.5
Nafasi	#97	#103
Uaminifu	9.4	10.0
Uthabiti	8.2	9.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	40.9%
Majaribio yasiyo thabiti	5	2
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	5.202	0.763
Jumla ya gharama	$0.469	$0.090
Bei ya ingizo	$0.300 / 1M	$0.260 / 1M
Bei ya toleo	$1.200 / 1M	$2.600 / 1M
Jumla ya tokeni za ingizo	93,357	102,316
Tokeni za matokeo	30,466	24,321
Tokeni za hoja	336,325	0
Muda wa majibu (wastani)	148.73s	4.76s
Muda wa majibu (upeo)	941.66s	69.46s
Muda wa majibu (jumla)	3272.00s	104.71s

Hamster playing table tennis

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

#97 LongCat 2.0

high

SVG batili

Gharama: $0.000
Muda: 600.0s
Tokeni: 0 tok

#103 Qwen3.5-27B

none

Gharama: $0.007
Muda: 42.9s
Tokeni: 4,273 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	8.9	8.1	91.7%	1		7.76s	588	303	3,300
Qwen3.5-27B	4.8	10.0	25.0%	0		788ms	696	267	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	7.6	7.2	77.8%	1		505.33s	6,913	244	192,377
Qwen3.5-27B	5.8	10.0	33.3%	0		1.80s	7,913	415	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		167.13s	68,941	4,934	49,558
Qwen3.5-27B	6.4	5.8	66.7%	1		39.43s	74,756	22,190	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	3.6	5.8	33.3%	1		10.98s	7,653	197	2,714
Qwen3.5-27B	10.0	10.0	100.0%	0		1.43s	7,794	243	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	3.6	7.2	22.2%	1		400.28s	451	23,924	67,100
Qwen3.5-27B	3.0	10.0	0.0%	0		540ms	789	15	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	5.1	10.0	0.0%	0		17.00s	480	111	1,748
Qwen3.5-27B	5.0	10.0	0.0%	0		2.51s	522	126	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		6.96s	657	78	1,726
Qwen3.5-27B	6.3	10.0	50.0%	0		1.03s	711	69	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	7.4	11.1%	1		9.18s	636	379	2,778
Qwen3.5-27B	6.7	7.9	55.6%	1		1.38s	714	683	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		10.02s	6,840	249	505
Qwen3.5-27B	10.0	10.0	100.0%	0		3.54s	8,211	303	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		99.44s	198	47	14,519
Qwen3.5-27B	3.0	10.0	0.0%	0		599ms	210	10	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Laguna XS 2.1mediumInapatikana burevsQwen3.5-27Bnone Qwen3.5-27BnonevsMiMo-V2.5medium Gemini 3.1 Flash Lite PreviewlowvsQwen3.5-27Bnone LongCat 2.0highvsGLM 5.2none Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0high Gemini 3.1 Flash LitelowvsQwen3.5-27Bnone LongCat 2.0highvsQwen3.6 Max Previewnone LongCat 2.0highvsQwen3.6 27Bmedium KAT-Coder-Pro V2.5nonevsLongCat 2.0high LongCat 2.0highvsMiMo-V2.5medium LongCat 2.0highvsLaguna XS 2.1mediumInapatikana bure Gemini 3.1 Flash Lite PreviewlowvsLongCat 2.0high