AI BENCHY Compare

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

Muhtasari

average score iko karibu sawa: 7.7 vs 7.7. KAT-Coder-Pro V2.5 (high) ina gharama ya chini ya benchmark: $0.246 vs $0.343. GPT-5.6 Terra (low) ni ya haraka zaidi: 4.88s vs 12.30s, na pass rates 63.5% vs 74.6%.

Muundo unaopendekezwaGPT-5.6 Terra (low)It has the best score here (7.7), while responding about 2.5x faster than KAT-Coder-Pro V2.5 (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 high Toleo: 2026-07-14	GPT-5.6 Terra GPT-5.6 Terra low Toleo: 2026-07-09

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 high Toleo: 2026-07-14	GPT-5.6 Terra GPT-5.6 Terra low Toleo: 2026-07-09
Alama	7.7	7.7
Nafasi	#53	#49
Uaminifu	10.0	10.0
Uthabiti	8.1	8.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	63.5%	74.6%
Majaribio yasiyo thabiti	5	5
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	2.228	2.637
Jumla ya gharama	$0.246	$0.343
Bei ya ingizo	$0.740 / 1M	$2.500 / 1M
Bei ya toleo	$2.960 / 1M	$15.000 / 1M
Jumla ya tokeni za ingizo	42,750	34,226
Tokeni za matokeo	2,509	1,943
Tokeni za hoja	69,594	15,201
Muda wa majibu (wastani)	12.30s	4.88s
Muda wa majibu (upeo)	95.65s	19.85s
Muda wa majibu (jumla)	258.34s	102.53s

Onyesho la kizazi

Hamster playing table tennis

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

#53 KAT-Coder-Pro V2.5

high

Gharama: $0.009
Muda: 26.4s
Tokeni: 3,117 tok

#49 GPT-5.6 Terra

low

Gharama: $0.034
Muda: 16.8s
Tokeni: 2,348 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	7.0	8.0	66.7%	1		3.17s	672	447	2,716
GPT-5.6 Terra	8.3	10.0	75.0%	0		2.36s	606	171	602

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	6.4	7.9	44.4%	1		22.00s	7,893	422	20,461
GPT-5.6 Terra	6.6	4.6	77.8%	2		9.56s	7,302	429	6,821

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		13.44s	15,132	394	2,807
GPT-5.6 Terra	10.0	10.0	100.0%	0		5.07s	11,019	312	349

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	10.0	10.0	100.0%	0		4.13s	7,776	278	1,960
GPT-5.6 Terra	10.0	10.0	100.0%	0		919ms	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-Pro V2.5	2.9	4.4	22.2%	2		35.33s	771	33	35,701
GPT-5.6 Terra	5.3	7.2	44.4%	1		8.34s	723	72	4,086

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	5.1	10.0	0.0%	0		3.27s	516	139	647
GPT-5.6 Terra	4.8	3.2	33.3%	1		3.52s	477	105	249

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		2.67s	699	84	976
GPT-5.6 Terra	10.0	10.0	100.0%	0		1.48s	660	87	134

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	8.2	7.2	88.9%	1		3.38s	696	428	1,936
GPT-5.6 Terra	10.0	10.0	100.0%	0		4.46s	642	259	1,506

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		28.04s	8,391	268	896
GPT-5.6 Terra	4.7	1.6	66.7%	1		6.69s	5,462	257	226

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		5.22s	204	16	1,494
GPT-5.6 Terra	3.0	10.0	0.0%	0		5.95s	195	29	1,228

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.6 TerralowvsGrok 4.3medium Claude Opus 4.6mediumvsGPT-5.6 Terralow KAT-Coder-Pro V2.5highvsStep 3.7 Flashlow GPT-5.6 TerralowvsQwen3.5-122B-A10Bmedium Claude Opus 4.6mediumvsKAT-Coder-Pro V2.5high Kimi K2.6mediumInapatikana burevsGPT-5.6 Terralow KAT-Coder-Pro V2.5highvsGrok 4.3medium Gemini 3.1 Flash LitemediumvsGPT-5.6 Terralow KAT-Coder-Pro V2.5highvsMiniMax M3medium GPT-5.6 TerralowvsQwen3.5 Plus 2026-04-20medium Gemini 3.1 Flash Lite PreviewmediumvsGPT-5.6 Terralow Claude Opus 4.8lowvsKAT-Coder-Pro V2.5high