AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs Qwen: Qwen3.6 Max Preview

Muhtasari

KAT-Coder-Air V2.5 (medium) inaongoza kwa average score: 6.2 vs 6.0. KAT-Coder-Air V2.5 (medium) ina gharama ya chini ya benchmark: $0.045 vs $0.075. Qwen3.6 Max Preview ni ya haraka zaidi: 3.30s vs 8.28s, na pass rates 47.6% vs 58.7%.

Muundo unaopendekezwaQwen3.6 Max PreviewIts score stays close to the best score here (6.0 vs 6.2), while responding about 2.5x faster than KAT-Coder-Air V2.5 (medium).

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	Qwen3.6 Max Preview Qwen3.6 Max Preview none Toleo: 2026-04-20

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium Toleo: 2026-07-14	Qwen3.6 Max Preview Qwen3.6 Max Preview none Toleo: 2026-04-20
Alama	6.2	6.0
Nafasi	#115	#122
Uaminifu	9.7	10.0
Uthabiti	8.8	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	47.6%	58.7%
Majaribio yasiyo thabiti	3	2
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.562	0.824
Jumla ya gharama	$0.045	$0.075
Bei ya ingizo	$0.150 / 1M	$1.040 / 1M
Bei ya toleo	$0.600 / 1M	$6.240 / 1M
Jumla ya tokeni za ingizo	42,750	42,509
Tokeni za matokeo	7,759	4,779
Tokeni za hoja	56,357	0
Muda wa majibu (wastani)	8.28s	3.30s
Muda wa majibu (upeo)	48.19s	20.51s
Muda wa majibu (jumla)	173.80s	69.40s

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

#122 Qwen3.6 Max Preview

none

Gharama: $0.025
Muda: 83.9s
Tokeni: 4,066 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
Qwen3.6 Max Preview	5.2	7.9	41.7%	1		2.63s	696	513	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	3.6	7.0	22.2%	1		23.37s	7,893	5,199	29,973
Qwen3.6 Max Preview	3.8	7.3	22.2%	1		3.12s	7,913	456	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		27.68s	15,132	372	4,816
Qwen3.6 Max Preview	3.0	10.0	0.0%	0		20.51s	14,949	2,842	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		3.65s	7,776	268	1,881
Qwen3.6 Max Preview	10.0	10.0	100.0%	0		2.87s	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	3.0	10.0	0.0%	0		4.87s	771	487	4,454
Qwen3.6 Max Preview	7.7	10.0	66.7%	0		1.22s	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		9.81s	516	189	557
Qwen3.6 Max Preview	4.3	10.0	0.0%	0		1.62s	522	76	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	10.0	10.0	100.0%	0		1.50s	699	93	730
Qwen3.6 Max Preview	9.8	10.0	100.0%	0		1.40s	711	69	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	3.6	7.2	22.2%	1		1.87s	696	265	1,184
Qwen3.6 Max Preview	10.0	10.0	100.0%	0		2.65s	714	321	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	317	906
Qwen3.6 Max Preview	10.0	10.0	100.0%	0		5.27s	8,211	222	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		15.74s	204	20	7,662
Qwen3.6 Max Preview	3.0	10.0	0.0%	0		1.97s	210	19	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho