AI BENCHY Compare

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

Muhtasari

average score iko karibu sawa: 6.0 vs 6.0. KAT-Coder-Air V2.5 (low) ina gharama ya chini ya benchmark: $0.030 vs $0.075. Qwen3.6 Max Preview ni ya haraka zaidi: 3.30s vs 6.47s, na pass rates 46.0% vs 58.7%.

Muundo unaopendekezwaQwen3.6 Max PreviewIt has the best score here (6.0), while responding about 2.0x faster than KAT-Coder-Air V2.5 (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 low 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 low Toleo: 2026-07-14	Qwen3.6 Max Preview Qwen3.6 Max Preview none Toleo: 2026-04-20
Alama	6.0	6.0
Nafasi	#124	#122
Uaminifu	9.7	10.0
Uthabiti	7.6	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	58.7%
Majaribio yasiyo thabiti	6	2
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.427	0.824
Jumla ya gharama	$0.030	$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	42,464	42,509
Tokeni za matokeo	4,227	4,779
Tokeni za hoja	34,864	0
Muda wa majibu (wastani)	6.47s	3.30s
Muda wa majibu (upeo)	25.49s	20.51s
Muda wa majibu (jumla)	135.80s	69.40s

Onyesho la kizazi

Hamster playing table tennis

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

#124 KAT-Coder-Air V2.5

low

Gharama: $0.004
Muda: 29.9s
Tokeni: 6,008 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	7.3	5.8	83.3%	2		3.50s	672	422	1,548
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	3.5	7.3	11.1%	1		11.06s	7,893	2,001	13,623
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		25.49s	15,132	368	5,707
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		2.82s	7,776	261	1,069
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	2.9	7.2	11.1%	1		4.99s	553	310	3,332
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		10.11s	516	142	596
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	9.8	10.0	100.0%	0		1.64s	699	89	640
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	3.1	4.6	22.2%	2		1.57s	696	294	796
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		4.47s	8,391	330	1,065
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		19.98s	136	10	6,488
Qwen3.6 Max Preview	3.0	10.0	0.0%	0		1.97s	210	19	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho