AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs Qwen: Qwen3.5 Plus 2026-04-20

Muhtasari

Qwen3.5 Plus 2026-04-20 inaongoza kwa average score: 5.5 vs 4.9. Qwen3.5 Plus 2026-04-20 ina gharama ya chini ya benchmark: $0.032 vs $0.037. Qwen3.5 Plus 2026-04-20 ni ya haraka zaidi: 4.39s vs 6.99s, na pass rates 38.1% vs 41.3%.

Muundo unaopendekezwaQwen3.5 Plus 2026-04-20It has the best score here (5.5), while responding about 1.6x faster than KAT-Coder-Air V2.5.

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

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14	Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 none Toleo: 2026-04-20

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14	Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 none Toleo: 2026-04-20
Alama	4.9	5.5
Nafasi	#168	#147
Uaminifu	10.0	10.0
Uthabiti	7.1	8.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	38.1%	41.3%
Majaribio yasiyo thabiti	7	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.724	0.595
Jumla ya gharama	$0.037	$0.032
Bei ya ingizo	$0.150 / 1M	$0.300 / 1M
Bei ya toleo	$0.600 / 1M	$1.800 / 1M
Jumla ya tokeni za ingizo	41,328	38,910
Tokeni za matokeo	49,933	11,145
Tokeni za hoja	0	0
Muda wa majibu (wastani)	6.99s	4.39s
Muda wa majibu (upeo)	24.94s	33.34s
Muda wa majibu (jumla)	146.78s	92.26s

Onyesho la kizazi

Hamster playing table tennis

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

#168 KAT-Coder-Air V2.5

none

Gharama: $0.002
Muda: 14.5s
Tokeni: 2,619 tok

#147 Qwen3.5 Plus 2026-04-20

none

Gharama: $0.008
Muda: 77.0s
Tokeni: 4,369 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	5.3	5.6	50.0%	2		2.68s	672	3,044	0
Qwen3.5 Plus 2026-04-20	4.8	10.0	25.0%	0		1.88s	696	557	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	3.3	9.6	0.0%	0		14.31s	6,472	16,918	0
Qwen3.5 Plus 2026-04-20	3.9	7.8	11.1%	1		1.69s	7,913	480	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	4.7	1.6	66.7%	1		24.94s	15,131	6,788	0
Qwen3.5 Plus 2026-04-20	2.8	1.6	33.3%	1		13.32s	11,350	2,275	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	6.3	5.8	66.7%	1		2.66s	7,776	1,268	0
Qwen3.5 Plus 2026-04-20	10.0	10.0	100.0%	0		2.82s	7,794	243	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		6.24s	771	7,818	0
Qwen3.5 Plus 2026-04-20	5.3	10.0	33.3%	0		4.43s	789	18	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	5.0	10.0	0.0%	0		12.02s	516	656	0
Qwen3.5 Plus 2026-04-20	4.8	10.0	0.0%	0		1.41s	522	119	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	9.9	10.0	100.0%	0		1.75s	699	858	0
Qwen3.5 Plus 2026-04-20	6.2	5.8	66.7%	1		1.17s	711	68	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	2.9	4.4	22.2%	2		1.84s	696	1,255	0
Qwen3.5 Plus 2026-04-20	6.7	7.9	55.6%	1		1.97s	714	583	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		5.13s	8,391	1,560	0
Qwen3.5 Plus 2026-04-20	10.0	10.0	100.0%	0		4.42s	8,211	297	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		17.96s	204	9,768	0
Qwen3.5 Plus 2026-04-20	3.0	10.0	0.0%	0		33.34s	210	6,505	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

CobuddymediumvsKAT-Coder-Air V2.5none KAT-Coder-Air V2.5nonevsMiniMax M2.5medium KAT-Coder-Air V2.5nonevsMistral Small 4medium KAT-Coder-Air V2.5nonevsQwen3 Coder Nextmedium KAT-Coder-Air V2.5nonevsMiniMax M2.7medium MiniMax M2.7mediumvsQwen3.5 Plus 2026-04-20none Mistral Small 4mediumvsQwen3.5 Plus 2026-04-20none North Mini CodemediumInapatikana burevsQwen3.5 Plus 2026-04-20none KAT-Coder-Air V2.5lowvsQwen3.5 Plus 2026-04-20none CobuddymediumvsQwen3.5 Plus 2026-04-20none KAT-Coder-Air V2.5nonevsGLM 4.7 Flashmedium Gemini 3.1 Flash LiteminimalvsQwen3.5 Plus 2026-04-20none