AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs OpenAI: GPT-5.5

Muhtasari

average score iko karibu sawa: 6.2 vs 6.3. KAT-Coder-Air V2.5 (high) ina gharama ya chini ya benchmark: $0.064 vs $0.231. GPT-5.5 ni ya haraka zaidi: 1.89s vs 11.02s, na pass rates 46.0% vs 54.0%.

Muundo unaopendekezwaGPT-5.5It has the best score here (6.3), while responding about 5.8x faster than KAT-Coder-Air V2.5 (high).

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-5.5 GPT-5.5 none Toleo: 2026-04-24

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	GPT-5.5 GPT-5.5 none Toleo: 2026-04-24
Alama	6.2	6.3
Nafasi	#110	#109
Uaminifu	9.7	10.0
Uthabiti	7.6	8.8
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	54.0%
Majaribio yasiyo thabiti	6	3
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.910	2.302
Jumla ya gharama	$0.064	$0.231
Bei ya ingizo	$0.150 / 1M	$5.000 / 1M
Bei ya toleo	$0.600 / 1M	$30.000 / 1M
Jumla ya tokeni za ingizo	41,748	34,212
Tokeni za matokeo	3,894	1,971
Tokeni za hoja	91,773	0
Muda wa majibu (wastani)	11.02s	1.89s
Muda wa majibu (upeo)	104.98s	5.56s
Muda wa majibu (jumla)	231.37s	39.64s

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

#109 GPT-5.5

none

Gharama: $0.090
Muda: 54.3s
Tokeni: 3,063 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-5.5	6.9	7.9	66.7%	1		1.31s	606	213	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	4.3	7.3	11.1%	1		39.07s	6,948	1,166	55,883
GPT-5.5	5.5	10.0	33.3%	0		1.35s	7,305	462	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	10.0	10.0	100.0%	0		30.61s	15,132	422	8,958
GPT-5.5	3.0	10.0	0.0%	0		5.56s	11,019	300	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		3.59s	7,776	284	2,140
GPT-5.5	10.0	10.0	100.0%	0		1.18s	7,140	222	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		7.47s	771	914	8,602
GPT-5.5	2.9	7.2	11.1%	1		1.31s	723	52	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	5.1	10.0	0.0%	0		7.10s	516	179	539
GPT-5.5	10.0	10.0	100.0%	0		3.41s	477	124	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		1.51s	699	90	675
GPT-5.5	6.2	5.8	66.7%	1		1.15s	660	81	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	3.5	4.4	33.3%	2		2.47s	696	285	1,576
GPT-5.5	7.7	10.0	66.7%	0		1.29s	642	252	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		4.77s	8,391	330	1,082
GPT-5.5	10.0	10.0	100.0%	0		3.90s	5,445	247	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		21.72s	204	20	11,028
GPT-5.5	3.0	10.0	0.0%	0		5.01s	195	18	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.5nonevsQwen3.5-35B-A3Bmedium Seed-2.0-LitenonevsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5highvsGPT-5.6 Lunalow Gemma 4 31BmediumInapatikana burevsGPT-5.5none Nemotron 3 SupermediumInapatikana burevsGPT-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