LongCat 2.0 (medium) vs Qwen3.8 Flash Next (xhigh)

Modeli zilizolinganishwa

Nafasi: #149
Jumla ya tokeni za matokeo: 422,234
Muda wa majibu (wastani): 144.88s
Jumla ya gharama: $0.767

Nafasi: #154
Jumla ya tokeni za matokeo: 621,056
Muda wa majibu (wastani): 102.66s
Jumla ya gharama: ~$0.195

Muundo unaopendekezwa Qwen3.8 Flash Next (xhigh)

Its score stays close to the best score here (7.1 vs 7.2), while costing about 3.9x less than LongCat 2.0 (medium).

Ulinganisho wa kina

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	Qwen3.8 Flash Next Qwen3.8 Flash Next xhigh Toleo: 2026-10-04
Alama	7.2	7.1
Nafasi	#149	#154
Uaminifu	10.0	9.9
Uthabiti	9.0	7.9
Majaribio	69/69	69/69
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	59.4%	72.5%
Majaribio yasiyo thabiti	3	6
Jumla ya uendeshaji	69	69
Gharama kwa matokeo	4.942	~1.390
Jumla ya gharama	$0.767	~$0.195
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	301,749
Tokeni za matokeo	47,204	1,033
Tokeni za hoja	375,030	620,023
Muda wa majibu (wastani)	144.88s	102.66s
Muda wa majibu (upeo)	939.52s	674.08s
Muda wa majibu (jumla)	3332.19s	2361.10s
Vigezo	1.6T jumla (48B vinavyotumika)	180B jumla (6B vinavyotumika)
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.

#149 LongCat 2.0

medium

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

#154 Qwen3.8 Flash Next

xhigh

Gharama: ~$0.010
Muda: 333.1s
Tokeni: 30,654 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 Flash Next	4.7	3.1	33.3%	1		173.66s	148,808	26	38,616

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 Flash Next	10.0	10.0	100.0%	0		6.73s	1,128	184	7,283

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 Flash Next	7.4	7.0	77.8%	1		192.20s	8,235	122	186,070

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 Flash Next	7.3	5.8	83.3%	1		92.24s	122,809	52	43,355

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 Flash Next	10.0	10.0	100.0%	0		9.24s	8,325	212	3,925

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 Flash Next	3.5	4.4	33.3%	2		326.96s	1,122	11	239,950

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 Flash Next	4.7	3.1	33.3%	1		3.95s	630	82	864

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 Flash Next	9.8	10.0	100.0%	0		3.72s	927	42	1,939

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 Flash Next	7.7	10.0	66.7%	0		19.51s	1,038	275	15,050

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 Flash Next	10.0	10.0	100.0%	0		5.11s	8,409	21	650

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 Flash Next	3.0	10.0	0.0%	0		325.04s	318	6	82,321

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

LongCat 2.0mediumvsStep 3.7 Flashlow LongCat 2.0mediumvsQwen3.7 Flashhigh Claude Opus 4.8lowvsLongCat 2.0medium Claude Opus 5nonevsLongCat 2.0medium Qwen3.8 Flash NextxhighvsGLM 5.3 FlashXmedium Gemini 3.8 FlashlowvsLongCat 2.0medium Qwen3.8 Flash NextxhighvsMiMo-V2.6-Flashlow Claude Opus 5nonevsQwen3.8 Flash Nextxhigh Qwen3.8 Flash NextxhighvsMiMo-V2.5medium LongCat 2.0mediumvsQwen3.5-27Bnone Qwen3.8 Flash NextxhighvsStep 3.7 Flashlow Qwen3.8 Flash NextxhighvsGLM 5medium