AI BENCHY Compare

North Mini Code vs Kwaipilot: KAT-Coder-Air V2.5

Muhtasari

KAT-Coder-Air V2.5 (low) inaongoza kwa average score: 6.0 vs 5.8. North Mini Code (medium) ina gharama ya chini ya benchmark: $0.000 vs $0.030. KAT-Coder-Air V2.5 (low) ni ya haraka zaidi: 6.47s vs 106.18s, na pass rates 50.8% vs 46.0%.

Muundo unaopendekezwaKAT-Coder-Air V2.5 (low)It has the best score here (6.0), while responding about 16.4x faster than North Mini Code (medium).

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

Kipimo	North Mini Code North Mini Code medium Toleo: 2026-06-18 Inapatikana bure	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low Toleo: 2026-07-14

Kipimo	North Mini Code North Mini Code medium Toleo: 2026-06-18 Inapatikana bure	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 low Toleo: 2026-07-14
Alama	5.8	6.0
Nafasi	#131	#124
Uaminifu	8.5	9.7
Uthabiti	8.5	7.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	50.8%	46.0%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	55	63
Gharama kwa matokeo	0.000	0.427
Jumla ya gharama	$0.000	$0.030
Bei ya ingizo	$0.000 / 1M	$0.150 / 1M
Bei ya toleo	$0.000 / 1M	$0.600 / 1M
Jumla ya tokeni za ingizo	32,891	42,464
Tokeni za matokeo	424,772	4,227
Tokeni za hoja	1,021,489	34,864
Muda wa majibu (wastani)	106.18s	6.47s
Muda wa majibu (upeo)	357.05s	25.49s
Muda wa majibu (jumla)	2229.70s	135.80s

Onyesho la kizazi

Hamster playing table tennis

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

#131 North Mini Code

medium

Gharama: $0.000
Muda: 51.8s
Tokeni: 12,460 tok

#124 KAT-Coder-Air V2.5

low

Gharama: $0.004
Muda: 29.9s
Tokeni: 6,008 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
North Mini Code	8.4	10.0	75.0%	0		64.79s	324	64,441	68,535
KAT-Coder-Air V2.5	7.3	5.8	83.3%	2		3.50s	672	422	1,548

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
North Mini Code	4.5	4.9	33.3%	2		320.43s	7,119	219,891	561,569
KAT-Coder-Air V2.5	3.5	7.3	11.1%	1		11.06s	7,893	2,001	13,623

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
North Mini Code	2.8	1.6	33.3%	1		323.07s	14,760	0	151,500
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		25.49s	15,132	368	5,707

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
North Mini Code	10.0	10.0	100.0%	0		24.06s	6,819	240	2,659
KAT-Coder-Air V2.5	6.5	10.0	50.0%	0		2.82s	7,776	261	1,069

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
North Mini Code	5.3	7.2	44.4%	1		71.37s	621	8,483	104,079
KAT-Coder-Air V2.5	2.9	7.2	11.1%	1		4.99s	553	310	3,332

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
North Mini Code	5.1	10.0	0.0%	0		25.08s	444	1,546	1,635
KAT-Coder-Air V2.5	5.0	10.0	0.0%	0		10.11s	516	142	596

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
North Mini Code	9.8	10.0	100.0%	0		15.43s	379	909	1,339
KAT-Coder-Air V2.5	9.8	10.0	100.0%	0		1.64s	699	89	640

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
North Mini Code	3.3	10.0	0.0%	0		19.70s	543	2,215	2,485
KAT-Coder-Air V2.5	3.1	4.6	22.2%	2		1.57s	696	294	796

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
North Mini Code	10.0	10.0	100.0%	0		3.93s	1,776	41	563
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		4.47s	8,391	330	1,065

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
North Mini Code	3.0	10.0	0.0%	0		305.02s	106	127,006	127,125
KAT-Coder-Air V2.5	3.0	10.0	0.0%	0		19.98s	136	10	6,488

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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