Meituan: LongCat 2.0 vs NVIDIA: Nemotron 3 Ultra

Nemotron 3 Ultra (medium) inaongoza kwa average score: 7.5 vs 6.6. LongCat 2.0 (high) ina gharama ya chini ya benchmark: $0.469 vs $0.774. Nemotron 3 Ultra (medium) ni ya haraka zaidi: 32.21s vs 148.73s, na pass rates 53.0% vs 68.2%.

Muundo unaopendekezwaNemotron 3 Ultra (medium)It has the best score here (7.5), while responding about 4.6x faster than LongCat 2.0 (high).

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

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	Nemotron 3 Ultra Nemotron 3 Ultra medium Toleo: 2026-06-04 Inapatikana bure

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	Nemotron 3 Ultra Nemotron 3 Ultra medium Toleo: 2026-06-04 Inapatikana bure
Alama	6.6	7.5
Nafasi	#97	#51
Uaminifu	9.4	9.8
Uthabiti	8.2	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	68.2%
Majaribio yasiyo thabiti	5	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	5.202	0.000
Jumla ya gharama	$0.469	$0.774
Bei ya ingizo	$0.300 / 1M	$0.600 / 1M
Bei ya toleo	$1.200 / 1M	$3.600 / 1M
Jumla ya tokeni za ingizo	93,357	233,488
Tokeni za matokeo	30,466	57,916
Tokeni za hoja	336,325	128,062
Muda wa majibu (wastani)	148.73s	32.21s
Muda wa majibu (upeo)	941.66s	392.56s
Muda wa majibu (jumla)	3272.00s	708.65s

Hamster playing table tennis

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

#97 LongCat 2.0

high

SVG batili

Gharama: $0.000
Muda: 600.0s
Tokeni: 0 tok

#51 Nemotron 3 Ultra

medium

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 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	8.9	8.1	91.7%	1		7.76s	588	303	3,300
Nemotron 3 Ultra	10.0	10.0	100.0%	0		8.62s	780	835	1,485

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	7.6	7.2	77.8%	1		505.33s	6,913	244	192,377
Nemotron 3 Ultra	8.4	7.4	88.9%	1		26.53s	7,686	2,854	17,725

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		167.13s	68,941	4,934	49,558
Nemotron 3 Ultra	6.3	5.8	66.7%	1		218.25s	204,249	40,954	78,561

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	3.6	5.8	33.3%	1		10.98s	7,653	197	2,714
Nemotron 3 Ultra	10.0	10.0	100.0%	0		5.68s	7,989	473	1,285

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	3.6	7.2	22.2%	1		400.28s	451	23,924	67,100
Nemotron 3 Ultra	3.5	4.4	33.3%	2		24.90s	858	11,169	16,249

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	5.1	10.0	0.0%	0		17.00s	480	111	1,748
Nemotron 3 Ultra	3.7	9.5	0.0%	0		2.52s	360	70	235

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		6.96s	657	78	1,726
Nemotron 3 Ultra	9.8	10.0	100.0%	0		6.35s	765	182	1,243

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	7.4	11.1%	1		9.18s	636	379	2,778
Nemotron 3 Ultra	5.5	9.9	33.3%	0		3.54s	792	771	2,055

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		10.02s	6,840	249	505
Nemotron 3 Ultra	10.0	10.0	100.0%	0		7.72s	9,781	304	984

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		99.44s	198	47	14,519
Nemotron 3 Ultra	3.0	10.0	0.0%	0		38.47s	228	304	8,240

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

LongCat 2.0highvsGLM 5.2none Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0high LongCat 2.0highvsQwen3.6 Max Previewnone Nemotron 3 UltramediumInapatikana burevsGPT-5.3 Chatnone Nemotron 3 UltramediumInapatikana burevsGPT-5.6 Terralow LongCat 2.0highvsQwen3.6 27Bmedium KAT-Coder-Pro V2.5nonevsLongCat 2.0high LongCat 2.0highvsMiMo-V2.5medium LongCat 2.0highvsLaguna XS 2.1mediumInapatikana bure LongCat 2.0highvsQwen3.5-27Bnone Nemotron 3 UltramediumInapatikana burevsQwen3.7 Maxnone DeepSeek V4 ProhighvsNemotron 3 UltramediumInapatikana bure