AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs OpenAI: GPT-5.6 Luna

Muhtasari

GPT-5.6 Luna (high) inaongoza kwa average score: 7.7 vs 7.5. KAT-Coder-Pro V2.5 (medium) ina gharama ya chini ya benchmark: $0.275 vs $0.924. KAT-Coder-Pro V2.5 (medium) ni ya haraka zaidi: 12.95s vs 18.39s, na pass rates 65.1% vs 71.4%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (medium)Its score stays close to the best score here (7.5 vs 7.7), while costing about 3.4x less than GPT-5.6 Luna (high).

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

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14	GPT-5.6 Luna GPT-5.6 Luna high Toleo: 2026-07-09
Alama	7.5	7.7
Nafasi	#60	#52
Uaminifu	10.0	10.0
Uthabiti	7.7	8.8
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.1%	71.4%
Majaribio yasiyo thabiti	6	3
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	2.498	6.594
Jumla ya gharama	$0.275	$0.924
Bei ya ingizo	$0.740 / 1M	$1.000 / 1M
Bei ya toleo	$2.960 / 1M	$6.000 / 1M
Jumla ya tokeni za ingizo	42,750	35,699
Tokeni za matokeo	2,098	2,079
Tokeni za hoja	80,027	145,816
Muda wa majibu (wastani)	12.95s	18.39s
Muda wa majibu (upeo)	81.45s	111.09s
Muda wa majibu (jumla)	271.92s	386.24s

Onyesho la kizazi

Hamster playing table tennis

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

#60 KAT-Coder-Pro V2.5

medium

Gharama: $0.009
Muda: 25.6s
Tokeni: 2,939 tok

#52 GPT-5.6 Luna

high

Gharama: $0.033
Muda: 34.2s
Tokeni: 5,484 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-Pro V2.5	8.2	7.9	83.3%	1		3.90s	672	208	3,868
GPT-5.6 Luna	8.3	10.0	75.0%	0		2.99s	606	162	1,265

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-Pro V2.5	7.8	10.0	66.7%	0		33.10s	7,893	416	33,658
GPT-5.6 Luna	5.5	4.7	55.6%	2		15.63s	7,302	510	17,746

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-Pro V2.5	10.0	10.0	100.0%	0		14.50s	15,132	363	3,367
GPT-5.6 Luna	10.0	10.0	100.0%	0		13.29s	12,500	357	2,911

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-Pro V2.5	7.3	5.9	83.3%	1		4.70s	7,776	275	2,122
GPT-5.6 Luna	10.0	10.0	100.0%	0		2.18s	7,140	234	470

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-Pro V2.5	2.9	7.2	11.1%	1		29.03s	771	36	29,584
GPT-5.6 Luna	7.7	10.0	66.7%	0		78.96s	723	69	96,395

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-Pro V2.5	4.7	3.1	33.3%	1		2.35s	516	92	381
GPT-5.6 Luna	5.0	10.0	0.0%	0		3.65s	477	117	563

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-Pro V2.5	9.9	10.0	100.0%	0		2.58s	699	83	971
GPT-5.6 Luna	9.9	10.0	100.0%	0		1.79s	660	97	481

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-Pro V2.5	5.9	4.5	66.7%	2		3.20s	696	325	1,867
GPT-5.6 Luna	7.6	7.2	77.8%	1		14.55s	642	242	18,281

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-Pro V2.5	10.0	10.0	100.0%	0		19.02s	8,391	282	1,010
GPT-5.6 Luna	10.0	10.0	100.0%	0		4.98s	5,454	260	324

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-Pro V2.5	3.0	10.0	0.0%	0		9.87s	204	18	3,199
GPT-5.6 Luna	3.0	10.0	0.0%	0		17.00s	195	31	7,380

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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