Meituan: LongCat 2.0 vs Qwen: Qwen3.6 27B

LongCat 2.0 (low) inaongoza kwa average score: 6.7 vs 6.5. LongCat 2.0 (low) ina gharama ya chini ya benchmark: $0.391 vs $0.779. LongCat 2.0 (low) ni ya haraka zaidi: 100.31s vs 106.32s, na pass rates 53.0% vs 59.1%.

Muundo unaopendekezwaLongCat 2.0 (low)It has the best score here (6.7), while costing about 2.0x less than Qwen3.6 27B (medium).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-21

Kipimo	LongCat 2.0 LongCat 2.0 low Toleo: 2026-07-20	Qwen3.6 27B Qwen3.6 27B medium Toleo: 2026-04-20

Kipimo	LongCat 2.0 LongCat 2.0 low Toleo: 2026-07-20	Qwen3.6 27B Qwen3.6 27B medium Toleo: 2026-04-20
Alama	6.7	6.5
Nafasi	#96	#105
Uaminifu	9.6	10.0
Uthabiti	8.9	8.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	59.1%
Majaribio yasiyo thabiti	3	6
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	3.910	7.319
Jumla ya gharama	$0.391	$0.779
Bei ya ingizo	$0.300 / 1M	$0.450 / 1M
Bei ya toleo	$1.200 / 1M	$2.700 / 1M
Jumla ya tokeni za ingizo	90,909	106,167
Tokeni za matokeo	5,679	32,889
Tokeni za hoja	297,369	241,303
Muda wa majibu (wastani)	100.31s	106.32s
Muda wa majibu (upeo)	560.39s	1085.11s
Muda wa majibu (jumla)	2206.82s	2339.12s

Hamster playing table tennis

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

#96 LongCat 2.0

low

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

#105 Qwen3.6 27B

medium

Gharama: $0.009
Muda: 39.6s
Tokeni: 3,090 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
Qwen3.6 27B	8.3	10.0	75.0%	0		12.62s	453	582	4,311

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
Qwen3.6 27B	7.7	10.0	66.7%	0		142.99s	5,051	7,968	43,367

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
Qwen3.6 27B	6.7	3.7	50.0%	2		584.09s	81,895	18,788	133,471

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
Qwen3.6 27B	3.5	1.4	50.0%	2		37.30s	7,778	568	9,404

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
Qwen3.6 27B	2.9	7.2	11.1%	1		73.38s	662	3,510	20,352

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
Qwen3.6 27B	6.5	3.4	66.7%	1		39.53s	516	81	3,045

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
Qwen3.6 27B	10.0	10.0	100.0%	0		37.96s	699	346	6,548

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
Qwen3.6 27B	7.7	10.0	66.7%	0		61.14s	696	255	12,044

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
Qwen3.6 27B	10.0	10.0	100.0%	0		16.88s	8,213	390	2,954

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
Qwen3.6 27B	3.0	10.0	0.0%	0		80.99s	204	401	5,807

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5nonevsLongCat 2.0low LongCat 2.0lowvsQwen3.6 35B A3Bmedium Gemini 3.1 Flash Lite PreviewlowvsQwen3.6 27Bmedium Gemini 3 Flash PreviewnonevsLongCat 2.0low Gemini 3.1 Flash LitelowvsQwen3.6 27Bmedium LongCat 2.0highvsQwen3.6 27Bmedium Qwen3.6 27BmediumvsGLM 5.2none Gemini 3.1 Flash Lite PreviewnonevsQwen3.6 27Bmedium Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0low LongCat 2.0lowvsGLM 5.2none Gemini 3.5 FlashminimalvsLongCat 2.0low LongCat 2.0lowvsQwen3.6 Max Previewnone