LongCat 2.0 (medium) vs Qwen3.8 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: #167
Jumla ya tokeni za matokeo: 170,696
Muda wa majibu (wastani): 40.09s
Jumla ya gharama: ~$0.073

Muundo unaopendekezwa Qwen3.8 27B (medium)

It has the best score here (7.2), while costing about 10.5x less than LongCat 2.0 (medium).

Ulinganisho wa kina

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	Qwen3.8 27B Qwen3.8 27B medium Toleo: 2026-08-14 Inapatikana bure

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	Qwen3.8 27B Qwen3.8 27B medium Toleo: 2026-08-14 Inapatikana bure
Alama	7.2	7.2
Nafasi	#171	#167
Uaminifu	10.0	9.7
Uthabiti	9.0	9.4
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	59.4%	66.7%
Majaribio yasiyo thabiti	3	2
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	4.942	~0.520
Jumla ya gharama	$0.767	~$0.073
Bei ya ingizo	$0.300 / 1M	Haipo
Bei ya toleo	$1.200 / 1M	Haipo
Bei ya kusoma akiba	$0.006 / 1M	Haipo
Bei ya kuandika akiba	Haipo	Haipo
Jumla ya tokeni za ingizo	287,669	277,164
Tokeni za matokeo	47,204	1,913
Tokeni za hoja	375,030	168,783
Muda wa majibu (wastani)	144.88s	40.09s
Muda wa majibu (upeo)	939.52s	214.63s
Muda wa majibu (jumla)	3332.19s	881.89s
Vigezo	1.6T jumla (48B vinavyotumika)	27.3B
Upatikanaji	Chanzo huria	Uzani unapatikana

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

#167 Qwen3.8 27B

medium

Gharama: ~$0.002
Muda: 43.4s
Tokeni: 2,956 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
Qwen3.8 27B	4.7	1.6	66.7%	1		187.85s	178,898	52	34,482

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
Qwen3.8 27B	10.0	10.0	100.0%	0		2.93s	672	228	1,842

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
Qwen3.8 27B	10.0	10.0	100.0%	0		40.50s	7,893	585	26,808

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
Qwen3.8 27B	8.7	6.9	83.3%	1		124.48s	77,767	70	51,705

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
Qwen3.8 27B	6.5	10.0	50.0%	0		8.76s	9,039	144	2,271

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
Qwen3.8 27B	5.3	10.0	33.3%	0		76.98s	780	12	41,184

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
Qwen3.8 27B	5.0	10.0	0.0%	0		9.20s	516	204	1,299

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
Qwen3.8 27B	10.0	10.0	100.0%	0		2.54s	699	48	984

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
Qwen3.8 27B	8.3	10.0	66.7%	0		12.62s	696	444	6,237

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
Qwen3.8 27B	3.0	10.0	0.0%	0		0ms	0	0	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		191.19s	198	86	25,780
Qwen3.8 27B	3.0	10.0	0.0%	0		11.29s	204	126	1,971

Badilisha jozi ya ulinganisho

Gemini 3.8 FlashlowvsQwen3.8 27BmediumInapatikana bure LongCat 2.0mediumvsStep 3.7 Flashlow Claude Opus 4.8lowvsQwen3.8 27BmediumInapatikana bure LongCat 2.0mediumvsQwen3.7 Flashhigh Claude Opus 4.8lowvsLongCat 2.0medium Claude Opus 5nonevsLongCat 2.0medium Gemini 3.8 FlashlowvsLongCat 2.0medium Qwen3.8 27BmediumInapatikana burevsStep 3.7 Flashlow LongCat 2.0mediumvsQwen3.5-27Bnone Claude Opus 5nonevsQwen3.8 27BmediumInapatikana bure LongCat 2.0highvsQwen3.8 27BmediumInapatikana bure LongCat 2.0mediumvsQwen3.8 Flash Nextxhigh