AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs OpenAI: GPT-5.6 Luna

Muhtasari

average score iko karibu sawa: 6.2 vs 6.2. KAT-Coder-Air V2.5 (medium) ina gharama ya chini ya benchmark: $0.045 vs $0.141. GPT-5.6 Luna (low) ni ya haraka zaidi: 4.35s vs 8.28s, na pass rates 47.6% vs 57.1%.

Muundo unaopendekezwaKAT-Coder-Air V2.5 (medium)It has the best score here (6.2), while costing about 3.1x less than GPT-5.6 Luna (low).

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

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium Toleo: 2026-07-14	GPT-5.6 Luna GPT-5.6 Luna low Toleo: 2026-07-09

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium Toleo: 2026-07-14	GPT-5.6 Luna GPT-5.6 Luna low Toleo: 2026-07-09
Alama	6.2	6.2
Nafasi	#115	#113
Uaminifu	9.7	10.0
Uthabiti	8.8	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	47.6%	57.1%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.562	1.404
Jumla ya gharama	$0.045	$0.141
Bei ya ingizo	$0.150 / 1M	$1.000 / 1M
Bei ya toleo	$0.600 / 1M	$6.000 / 1M
Jumla ya tokeni za ingizo	42,750	34,218
Tokeni za matokeo	7,759	2,110
Tokeni za hoja	56,357	15,571
Muda wa majibu (wastani)	8.28s	4.35s
Muda wa majibu (upeo)	48.19s	18.06s
Muda wa majibu (jumla)	173.80s	91.45s

Onyesho la kizazi

Hamster playing table tennis

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

#115 KAT-Coder-Air V2.5

medium

Gharama: $0.003
Muda: 23.7s
Tokeni: 4,924 tok

#113 GPT-5.6 Luna

low

Gharama: $0.011
Muda: 10.2s
Tokeni: 1,897 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	8.7	8.0	91.7%	1		3.79s	672	549	4,194
GPT-5.6 Luna	8.3	10.0	75.0%	0		2.21s	606	186	722

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	3.6	7.0	22.2%	1		23.37s	7,893	5,199	29,973
GPT-5.6 Luna	5.5	10.0	33.3%	0		4.61s	7,302	557	3,535

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	10.0	10.0	100.0%	0		27.68s	15,132	372	4,816
GPT-5.6 Luna	2.8	1.6	33.3%	1		7.99s	11,019	300	1,060

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		3.65s	7,776	268	1,881
GPT-5.6 Luna	10.0	10.0	100.0%	0		2.14s	7,140	234	292

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	3.0	10.0	0.0%	0		4.87s	771	487	4,454
GPT-5.6 Luna	3.6	7.2	22.2%	1		10.05s	723	70	6,718

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		9.81s	516	189	557
GPT-5.6 Luna	5.0	10.0	0.0%	0		2.25s	477	122	169

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	10.0	10.0	100.0%	0		1.50s	699	93	730
GPT-5.6 Luna	8.5	6.8	83.3%	1		2.04s	660	93	259

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	3.6	7.2	22.2%	1		1.87s	696	265	1,184
GPT-5.6 Luna	7.6	7.2	77.8%	1		3.59s	642	271	1,207

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	317	906
GPT-5.6 Luna	10.0	10.0	100.0%	0		4.43s	5,454	250	177

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		15.74s	204	20	7,662
GPT-5.6 Luna	3.0	10.0	0.0%	0		4.86s	195	27	1,432

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsGPT-5.6 Lunalow Gemini 2.5 FlashnonevsKAT-Coder-Air V2.5medium Gemini 3.1 Flash LiteminimalvsKAT-Coder-Air V2.5medium KAT-Coder-Air V2.5highvsGPT-5.6 Lunalow Gemini 2.5 FlashnonevsGPT-5.6 Lunalow Gemini 3.1 Flash LitenonevsKAT-Coder-Air V2.5medium Seed-2.0-LitenonevsKAT-Coder-Air V2.5medium KAT-Coder-Air V2.5mediumvsQwen3.5-Flashnone Gemini 3.1 Flash LiteminimalvsGPT-5.6 Lunalow Gemma 4 31BnoneInapatikana burevsKAT-Coder-Air V2.5medium Gemini 3.1 Flash LitenonevsGPT-5.6 Lunalow KAT-Coder-Air V2.5mediumvsNemotron 3 Ultra 550b A55bnoneInapatikana bure