LongCat 2.0 (medium) vs Qwen3.6 27B (medium)

Modeli zilizolinganishwa

Nafasi: #171
Jumla ya tokeni za matokeo: 422,234
Muda wa majibu (wastani): 144.88s
Jumla ya gharama: $0.767

Nafasi: #174
Jumla ya tokeni za matokeo: 287,899
Muda wa majibu (wastani): 107.79s
Jumla ya gharama: $1.021

Muundo unaopendekezwa LongCat 2.0 (medium)

Ina alama ya juu zaidi katika ulinganisho huu (7.2) na uwiano bora zaidi wa gharama na muda wa kujibu kati ya modeli 2.

Ulinganisho wa kina

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

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	Qwen3.6 27B Qwen3.6 27B medium Toleo: 2026-04-20
Alama	7.2	7.2
Nafasi	#171	#174
Uaminifu	10.0	10.0
Uthabiti	9.0	7.7
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	59.4%	62.3%
Majaribio yasiyo thabiti	3	7
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	4.942	7.677
Jumla ya gharama	$0.767	$1.021
Bei ya ingizo	$0.300 / 1M	$0.320 / 1M
Bei ya toleo	$1.200 / 1M	$3.250 / 1M
Bei ya kusoma akiba	$0.006 / 1M	$0.030 / 1M
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	287,669	264,147
Tokeni za matokeo	47,204	34,419
Tokeni za hoja	375,030	253,480
Muda wa majibu (wastani)	144.88s	107.79s
Muda wa majibu (upeo)	939.52s	1085.11s
Muda wa majibu (jumla)	3332.19s	2479.26s
Vigezo	1.6T jumla (48B vinavyotumika)	27B
Upatikanaji	Chanzo huria	Chanzo huria

Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.

Onyesho la kizazi cha modeli

Hamster playing table tennis

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

#171 LongCat 2.0

medium

Gharama: $0.016
Muda: 285.1s
Tokeni: 13,057 tok

#174 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:

Kazi za mawakala	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	6.1	3.1	66.7%	1		174.08s	190,345	2,821	28,540
Qwen3.6 27B	10.0	10.0	100.0%	0		145.90s	157,971	1,406	13,920

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		9.65s	588	201	4,412
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	10.0	10.0	100.0%	0		455.00s	7,419	533	214,143
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	7.3	5.8	83.3%	1		151.04s	72,348	4,675	38,668
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		10.63s	7,653	198	2,536
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		390.56s	505	37,854	54,558
Qwen3.6 27B	2.9	4.4	22.2%	2		71.47s	671	3,634	18,609

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	4.8	3.2	33.3%	1		16.35s	480	121	1,598
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		7.38s	657	78	1,652
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	5.4	10.0	33.3%	0		8.84s	636	388	2,562
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		10.67s	6,840	249	581
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		191.19s	198	86	25,780
Qwen3.6 27B	3.0	10.0	0.0%	0		80.99s	204	401	5,807

Badilisha jozi ya ulinganisho

LongCat 2.0mediumvsStep 3.7 Flashlow Qwen3.6 27BmediumvsStep 3.7 Flashlow LongCat 2.0mediumvsQwen3.7 Flashhigh Claude Opus 5nonevsQwen3.6 27Bmedium Claude Opus 4.8lowvsLongCat 2.0medium Claude Opus 5nonevsLongCat 2.0medium Gemini 3.8 FlashlowvsLongCat 2.0medium Claude Opus 4.8lowvsQwen3.6 27Bmedium Gemini 3.8 FlashlowvsQwen3.6 27Bmedium LongCat 2.0mediumvsQwen3.5-27Bnone LongCat 2.0mediumvsQwen3.8 Flash Nextxhigh Qwen3.6 27BmediumvsMiMo-V2.6-Flashlow