AI BENCHY Compare

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

Muhtasari

Laguna XS 2.1 (medium) inaongoza kwa average score: 7.0 vs 6.8. Laguna XS 2.1 (medium) ina gharama ya chini ya benchmark: $0.036 vs $0.220. KAT-Coder-Pro V2.5 ni ya haraka zaidi: 10.81s vs 30.08s, na pass rates 71.4% vs 44.4%.

Muundo unaopendekezwaLaguna XS 2.1 (medium)It has the best score here (7.0), while costing about 6.2x less than KAT-Coder-Pro V2.5.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

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

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none Toleo: 2026-07-14	Laguna XS 2.1 Laguna XS 2.1 medium Toleo: 2026-07-02 Inapatikana bure
Alama	6.8	7.0
Nafasi	#89	#81
Uaminifu	10.0	10.0
Uthabiti	7.3	9.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.4%	44.4%
Majaribio yasiyo thabiti	7	1
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	1.992	0.392
Jumla ya gharama	$0.220	$0.036
Bei ya ingizo	$0.740 / 1M	$0.060 / 1M
Bei ya toleo	$2.960 / 1M	$0.120 / 1M
Jumla ya tokeni za ingizo	42,749	45,324
Tokeni za matokeo	63,338	25,761
Tokeni za hoja	0	268,677
Muda wa majibu (wastani)	10.81s	30.08s
Muda wa majibu (upeo)	53.57s	155.23s
Muda wa majibu (jumla)	227.02s	631.77s

Onyesho la kizazi

Hamster playing table tennis

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

#89 KAT-Coder-Pro V2.5

none

Gharama: $0.010
Muda: 29.0s
Tokeni: 3,439 tok

#81 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
KAT-Coder-Pro V2.5	8.7	7.9	91.7%	1		4.58s	672	3,998	0
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
KAT-Coder-Pro V2.5	6.1	4.7	66.7%	2		22.52s	7,893	22,440	0
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
KAT-Coder-Pro V2.5	4.7	1.6	66.7%	1		30.76s	15,131	5,366	0
Laguna XS 2.1	9.6	10.0	100.0%	0		13.43s	18,033	507	5,908

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-Pro V2.5	10.0	10.0	100.0%	0		5.07s	7,776	2,361	0
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
KAT-Coder-Pro V2.5	3.6	7.2	22.2%	1		21.64s	771	20,972	0
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
KAT-Coder-Pro V2.5	4.8	3.2	33.3%	1		5.16s	516	1,067	0
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
KAT-Coder-Pro V2.5	9.8	10.0	100.0%	0		2.61s	699	1,084	0
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
KAT-Coder-Pro V2.5	8.2	7.2	88.9%	1		3.03s	696	1,929	0
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
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		5.93s	8,391	1,103	0
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
KAT-Coder-Pro V2.5	3.0	10.0	0.0%	0		9.91s	204	3,018	0
Laguna XS 2.1	3.0	10.0	0.0%	0		10.88s	255	16	4,437

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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