Meituan: LongCat 2.0 vs NVIDIA: Nemotron 3 Ultra

Nemotron 3 Ultra (medium) inaongoza kwa average score: 7.5 vs 6.7. LongCat 2.0 (low) ina gharama ya chini ya benchmark: $0.391 vs $0.774. Nemotron 3 Ultra (medium) ni ya haraka zaidi: 32.21s vs 100.31s, na pass rates 53.0% vs 68.2%.

Muundo unaopendekezwaNemotron 3 Ultra (medium)It has the best score here (7.5), while responding about 3.1x faster than LongCat 2.0 (low).

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

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

Kipimo	LongCat 2.0 LongCat 2.0 low Toleo: 2026-07-20	Nemotron 3 Ultra Nemotron 3 Ultra medium Toleo: 2026-06-04 Inapatikana bure
Alama	6.7	7.5
Nafasi	#91	#51
Uaminifu	9.6	9.8
Uthabiti	8.9	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	68.2%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	3.910	0.000
Jumla ya gharama	$0.391	$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	90,909	233,488
Tokeni za matokeo	5,679	57,916
Tokeni za hoja	297,369	128,062
Muda wa majibu (wastani)	100.31s	32.21s
Muda wa majibu (upeo)	560.39s	392.56s
Muda wa majibu (jumla)	2206.82s	708.65s

Hamster playing table tennis

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

#91 LongCat 2.0

low

Gharama: $0.024
Muda: 428.0s
Tokeni: 19,557 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	10.0	10.0	100.0%	0		9.04s	588	225	4,303
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	6.6	4.6	77.8%	2		479.30s	6,544	461	206,627
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		130.21s	66,883	3,905	37,643
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	6.3	10.0	50.0%	0		10.77s	7,653	198	2,498
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	3.0	10.0	0.0%	0		86.08s	496	142	28,567
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	3.4	2.2	33.3%	1		22.45s	480	116	2,364
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		6.39s	657	78	1,604
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	10.0	0.0%	0		8.15s	636	289	2,561
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		10.81s	6,840	249	398
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		122.07s	132	16	10,804
Nemotron 3 Ultra	3.0	10.0	0.0%	0		38.47s	228	304	8,240

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5nonevsLongCat 2.0low LongCat 2.0lowvsQwen3.6 35B A3Bmedium Nemotron 3 UltramediumInapatikana burevsGPT-5.3 Chatnone Gemini 3 Flash PreviewnonevsLongCat 2.0low Nemotron 3 UltramediumInapatikana burevsGPT-5.6 Terralow Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0low LongCat 2.0lowvsGLM 5.2none Nemotron 3 UltramediumInapatikana burevsQwen3.7 Maxnone DeepSeek V4 ProhighvsNemotron 3 UltramediumInapatikana bure Gemini 3.5 FlashminimalvsLongCat 2.0low DeepSeek V4 FlashhighvsNemotron 3 UltramediumInapatikana bure LongCat 2.0lowvsQwen3.6 Max Previewnone