Meituan: LongCat 2.0 vs OpenAI: GPT-5.3 Chat

GPT-5.3 Chat inaongoza kwa average score: 7.5 vs 7.4. LongCat 2.0 (medium) ina gharama ya chini ya benchmark: $0.478 vs $0.571. GPT-5.3 Chat ni ya haraka zaidi: 6.88s vs 136.64s, na pass rates 60.6% vs 68.2%.

Muundo unaopendekezwaGPT-5.3 ChatIt has the best score here (7.5), while responding about 19.9x faster than LongCat 2.0 (medium).

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

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	GPT-5.3 Chat GPT-5.3 Chat none Toleo: 2026-03-03

Kipimo	LongCat 2.0 LongCat 2.0 medium Toleo: 2026-07-20	GPT-5.3 Chat GPT-5.3 Chat none Toleo: 2026-03-03
Alama	7.4	7.5
Nafasi	#60	#54
Uaminifu	9.8	10.0
Uthabiti	8.9	8.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	60.6%	68.2%
Majaribio yasiyo thabiti	3	5
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	3.978	4.387
Jumla ya gharama	$0.478	$0.571
Bei ya ingizo	$0.300 / 1M	$1.750 / 1M
Bei ya toleo	$1.200 / 1M	$14.000 / 1M
Jumla ya tokeni za ingizo	97,315	78,990
Tokeni za matokeo	44,384	30,854
Tokeni za hoja	329,012	0
Muda wa majibu (wastani)	136.64s	6.88s
Muda wa majibu (upeo)	939.52s	18.33s
Muda wa majibu (jumla)	3006.01s	151.31s

Hamster playing table tennis

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

#60 LongCat 2.0

medium

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

#54 GPT-5.3 Chat

none

Gharama: $0.008
Muda: 8.1s
Tokeni: 634 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		9.65s	588	201	4,412
GPT-5.3 Chat	6.7	8.1	58.3%	1		3.86s	606	3,167	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	10.0	10.0	100.0%	0		455.00s	7,419	533	214,143
GPT-5.3 Chat	5.6	4.7	55.6%	2		10.52s	7,302	6,632	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	7.3	5.8	83.3%	1		151.04s	72,348	4,675	38,668
GPT-5.3 Chat	10.0	10.0	100.0%	0		15.07s	55,800	6,851	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	6.3	10.0	50.0%	0		10.63s	7,653	198	2,536
GPT-5.3 Chat	10.0	10.0	100.0%	0		2.21s	7,140	942	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	2.9	7.2	11.1%	1		339.86s	496	37,855	37,080
GPT-5.3 Chat	3.5	4.4	33.3%	2		13.01s	723	8,264	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	4.8	3.2	33.3%	1		16.35s	480	121	1,598
GPT-5.3 Chat	4.6	10.0	0.0%	0		1.99s	477	319	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		7.38s	657	78	1,652
GPT-5.3 Chat	9.8	10.0	100.0%	0		3.51s	660	1,491	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	5.4	10.0	33.3%	0		8.84s	636	388	2,562
GPT-5.3 Chat	10.0	10.0	100.0%	0		2.99s	642	1,758	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		10.67s	6,840	249	581
GPT-5.3 Chat	10.0	10.0	100.0%	0		8.36s	5,445	861	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
GPT-5.3 Chat	3.0	10.0	0.0%	0		4.38s	195	569	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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