AI BENCHY Compare

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

Muhtasari

GPT-5 Nano (medium) inaongoza kwa average score: 6.7 vs 6.2. KAT-Coder-Air V2.5 (high) ina gharama ya chini ya benchmark: $0.064 vs $0.081. KAT-Coder-Air V2.5 (high) ni ya haraka zaidi: 11.02s vs 42.51s, na pass rates 46.0% vs 57.1%.

Muundo unaopendekezwaGPT-5 Nano (medium)It has the strongest score in this comparison (6.7) and the best overall balance of cost and response time across all 2 models.

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

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	GPT-5 Nano GPT-5 Nano medium Toleo: 2025-08-07

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	GPT-5 Nano GPT-5 Nano medium Toleo: 2025-08-07
Alama	6.2	6.7
Nafasi	#110	#97
Uaminifu	9.7	10.0
Uthabiti	7.6	7.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	57.1%
Majaribio yasiyo thabiti	6	7
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.910	0.897
Jumla ya gharama	$0.064	$0.081
Bei ya ingizo	$0.150 / 1M	$0.050 / 1M
Bei ya toleo	$0.600 / 1M	$0.400 / 1M
Jumla ya tokeni za ingizo	41,748	34,108
Tokeni za matokeo	3,894	5,464
Tokeni za hoja	91,773	192,064
Muda wa majibu (wastani)	11.02s	42.51s
Muda wa majibu (upeo)	104.98s	204.02s
Muda wa majibu (jumla)	231.37s	595.09s

Onyesho la kizazi

Hamster playing table tennis

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

#110 KAT-Coder-Air V2.5

high

SVG batili

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

#97 GPT-5 Nano

medium

Gharama: $0.006
Muda: 108.5s
Tokeni: 13,209 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
GPT-5 Nano	6.5	7.9	58.3%	1		25.50s	606	1,221	21,184

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
GPT-5 Nano	7.0	7.7	55.6%	1		41.62s	7,305	740	41,152

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		30.61s	15,132	422	8,958
GPT-5 Nano	10.0	10.0	100.0%	0		65.96s	11,019	578	17,984

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
GPT-5 Nano	3.7	1.7	50.0%	2		21.42s	7,140	453	10,560

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
GPT-5 Nano	5.2	4.4	55.6%	2		204.02s	619	237	64,448

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
GPT-5 Nano	4.1	10.0	0.0%	0		17.51s	477	202	4,608

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
GPT-5 Nano	9.8	10.0	100.0%	0		15.64s	660	312	4,736

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
GPT-5 Nano	5.3	7.2	44.4%	1		20.63s	642	929	14,272

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
GPT-5 Nano	10.0	10.0	100.0%	0		33.30s	5,445	558	6,976

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
GPT-5 Nano	3.0	10.0	0.0%	0		20.13s	195	234	6,144

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5highvsGPT-5.6 Lunalow KAT-Coder-Air V2.5highvsGPT-5.5none KAT-Coder-Air V2.5highvsQwen3.5-35B-A3Bmedium Gemini 2.5 FlashnonevsKAT-Coder-Air V2.5high Gemma 4 31BmediumInapatikana burevsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5highvsGPT-5.6 Solnone Gemini 3.1 Flash LiteminimalvsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5highvsNemotron 3 SupermediumInapatikana bure Gemini 3.1 Flash LitenonevsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5highvsQwen3.5-Flashnone KAT-Coder-Pro V2.5nonevsGPT-5 Nanomedium