Meituan: LongCat 2.0 vs Poolside: Laguna XS 2.1

LongCat 2.0 (high) inaongoza kwa average score: 6.6 vs 6.5. Laguna XS 2.1 (medium) ina gharama ya chini ya benchmark: $0.068 vs $0.469. Laguna XS 2.1 (medium) ni ya haraka zaidi: 47.93s vs 148.73s, na pass rates 53.0% vs 42.4%.

Muundo unaopendekezwaLaguna XS 2.1 (medium)Its score stays close to the best score here (6.5 vs 6.6), while costing about 7.0x less 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	Laguna XS 2.1 Laguna XS 2.1 medium Toleo: 2026-07-02 Inapatikana bure

Kipimo	LongCat 2.0 LongCat 2.0 high Toleo: 2026-07-20	Laguna XS 2.1 Laguna XS 2.1 medium Toleo: 2026-07-02 Inapatikana bure
Alama	6.6	6.5
Nafasi	#97	#102
Uaminifu	9.4	10.0
Uthabiti	8.2	9.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	53.0%	42.4%
Majaribio yasiyo thabiti	5	1
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	5.202	0.746
Jumla ya gharama	$0.469	$0.068
Bei ya ingizo	$0.300 / 1M	$0.060 / 1M
Bei ya toleo	$1.200 / 1M	$0.120 / 1M
Jumla ya tokeni za ingizo	93,357	118,989
Tokeni za matokeo	30,466	30,750
Tokeni za hoja	336,325	491,833
Muda wa majibu (wastani)	148.73s	47.93s
Muda wa majibu (upeo)	941.66s	422.72s
Muda wa majibu (jumla)	3272.00s	1054.49s

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

#102 Laguna XS 2.1

medium

Gharama: $0.001
Muda: 30.6s
Tokeni: 4,678 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
Laguna XS 2.1	4.8	10.0	25.0%	0		41.96s	774	353	73,090

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
Laguna XS 2.1	5.5	10.0	33.3%	0		70.35s	7,995	23,767	83,258

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
Laguna XS 2.1	6.3	10.0	50.0%	0		218.07s	91,698	5,496	229,064

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
Laguna XS 2.1	10.0	10.0	100.0%	0		4.50s	7,734	234	3,129

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
Laguna XS 2.1	2.9	7.2	11.1%	1		65.66s	834	17	91,533

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
Laguna XS 2.1	5.0	10.0	0.0%	0		4.15s	537	119	1,375

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
Laguna XS 2.1	9.8	10.0	100.0%	0		2.57s	753	82	1,844

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
Laguna XS 2.1	5.3	10.0	33.3%	0		3.43s	771	357	3,355

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
Laguna XS 2.1	10.0	10.0	100.0%	0		3.01s	7,638	309	748

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
Laguna XS 2.1	3.0	10.0	0.0%	0		10.88s	255	16	4,437

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Laguna XS 2.1mediumInapatikana burevsQwen3.5-27Bnone Gemini 3.1 Flash Lite PreviewlowvsLaguna XS 2.1mediumInapatikana bure LongCat 2.0highvsGLM 5.2none Gemma 4 26B A4BmediumInapatikana burevsLongCat 2.0high Gemini 3.1 Flash LitelowvsLaguna XS 2.1mediumInapatikana bure LongCat 2.0highvsQwen3.6 Max Previewnone Gemini 3.1 Flash Lite PreviewnonevsLaguna XS 2.1mediumInapatikana bure Laguna XS 2.1mediumInapatikana burevsQwen3.5 Plus 2026-02-15none LongCat 2.0highvsQwen3.6 27Bmedium Laguna XS 2.1mediumInapatikana burevsQwen3.6 Max Previewnone KAT-Coder-Pro V2.5nonevsLongCat 2.0high LongCat 2.0highvsMiMo-V2.5medium