Kwaipilot: KAT-Coder-Air V2.5 vs Poolside: Laguna XS 2.1

KAT-Coder-Air V2.5 (high) inaongoza kwa average score: 5.6 vs 5.3. Laguna XS 2.1 ina gharama ya chini ya benchmark: $0.008 vs $0.077. Laguna XS 2.1 ni ya haraka zaidi: 1.55s vs 15.90s, na pass rates 43.9% vs 30.3%.

Muundo unaopendekezwaLaguna XS 2.1Its score stays close to the best score here (5.3 vs 5.6), while costing about 10.8x less than KAT-Coder-Air V2.5 (high).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-18

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 none Toleo: 2026-07-02 Inapatikana bure

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 none Toleo: 2026-07-02 Inapatikana bure
Alama	5.6	5.3
Nafasi	#140	#156
Uaminifu	9.9	10.0
Uthabiti	7.7	9.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.9%	30.3%
Majaribio yasiyo thabiti	6	3
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	1.097	0.143
Jumla ya gharama	$0.077	$0.008
Bei ya ingizo	$0.150 / 1M	$0.060 / 1M
Bei ya toleo	$0.600 / 1M	$0.120 / 1M
Jumla ya tokeni za ingizo	50,470	91,598
Tokeni za matokeo	3,957	13,377
Tokeni za hoja	111,374	0
Muda wa majibu (wastani)	15.90s	1.55s
Muda wa majibu (upeo)	118.35s	19.02s
Muda wa majibu (jumla)	349.71s	34.19s

Hamster playing table tennis

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

#140 KAT-Coder-Air V2.5

high

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

#156 Laguna XS 2.1

none

Gharama: $0.001
Muda: 27.6s
Tokeni: 4,344 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
KAT-Coder-Air V2.5	6.9	5.8	75.0%	2		2.49s	615	204	1,290
Laguna XS 2.1	5.3	8.3	33.3%	1		755ms	774	1,015	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
KAT-Coder-Air V2.5	4.3	7.3	11.1%	1		39.07s	6,948	1,166	55,883
Laguna XS 2.1	4.3	7.8	22.2%	1		623ms	7,995	562	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
KAT-Coder-Air V2.5	6.5	10.0	50.0%	0		74.48s	23,854	485	28,559
Laguna XS 2.1	3.0	10.0	0.0%	0		10.39s	64,647	10,328	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
KAT-Coder-Air V2.5	6.5	10.0	50.0%	0		3.59s	7,776	284	2,140
Laguna XS 2.1	10.0	10.0	100.0%	0		768ms	7,734	240	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
KAT-Coder-Air V2.5	2.9	7.2	11.1%	1		7.47s	771	914	8,602
Laguna XS 2.1	5.3	10.0	33.3%	0		364ms	834	14	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
KAT-Coder-Air V2.5	5.1	10.0	0.0%	0		7.10s	516	179	539
Laguna XS 2.1	5.0	10.0	0.0%	0		529ms	537	128	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
KAT-Coder-Air V2.5	9.8	10.0	100.0%	0		1.51s	699	90	675
Laguna XS 2.1	3.8	5.8	33.3%	1		364ms	638	50	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
KAT-Coder-Air V2.5	3.5	4.4	33.3%	2		2.47s	696	285	1,576
Laguna XS 2.1	3.0	10.0	0.0%	0		1.01s	771	730	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
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		4.77s	8,391	330	1,082
Laguna XS 2.1	10.0	10.0	100.0%	0		1.36s	7,413	300	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
KAT-Coder-Air V2.5	3.0	10.0	0.0%	0		21.72s	204	20	11,028
Laguna XS 2.1	3.0	10.0	0.0%	0		254ms	255	10	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho