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

KAT-Coder-Air V2.5 (low) inaongoza kwa average score: 5.4 vs 5.3. Laguna XS 2.1 ina gharama ya chini ya benchmark: $0.008 vs $0.041. Laguna XS 2.1 ni ya haraka zaidi: 1.55s vs 10.09s, na pass rates 45.5% vs 30.3%.

Muundo unaopendekezwaLaguna XS 2.1Its score stays close to the best score here (5.3 vs 5.4), while costing about 5.8x less than KAT-Coder-Air V2.5 (low).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-17

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low 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 low Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 none Toleo: 2026-07-02 Inapatikana bure
Alama	5.4	5.3
Nafasi	#151	#153
Uaminifu	9.9	10.0
Uthabiti	7.4	9.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	45.5%	30.3%
Majaribio yasiyo thabiti	7	3
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.585	0.143
Jumla ya gharama	$0.041	$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	61,085	91,598
Tokeni za matokeo	5,905	13,377
Tokeni za hoja	46,990	0
Muda wa majibu (wastani)	10.09s	1.55s
Muda wa majibu (upeo)	86.23s	19.02s
Muda wa majibu (jumla)	222.03s	34.19s

Hamster playing table tennis

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

#151 KAT-Coder-Air V2.5

low

Gharama: $0.004
Muda: 29.9s
Tokeni: 6,008 tok

#153 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	7.3	5.8	83.3%	2		3.50s	672	422	1,548
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	3.5	7.3	11.1%	1		11.06s	7,893	2,001	13,623
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	6.4	5.8	66.7%	1		55.86s	33,753	2,046	17,833
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		2.82s	7,776	261	1,069
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		4.99s	553	310	3,332
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	5.0	10.0	0.0%	0		10.11s	516	142	596
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		1.64s	699	89	640
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	3.1	4.6	22.2%	2		1.57s	696	294	796
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		4.47s	8,391	330	1,065
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		19.98s	136	10	6,488
Laguna XS 2.1	3.0	10.0	0.0%	0		254ms	255	10	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho