AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs OpenAI: gpt-oss-120b

Muhtasari

KAT-Coder-Pro V2.5 inaongoza kwa average score: 6.8 vs 6.7. gpt-oss-120b (medium) ina gharama ya chini ya benchmark: $0.011 vs $0.220. KAT-Coder-Pro V2.5 ni ya haraka zaidi: 10.81s vs 22.28s, na pass rates 71.4% vs 52.4%.

Muundo unaopendekezwagpt-oss-120b (medium)Its score stays close to the best score here (6.7 vs 6.8), while costing about 21.9x less than KAT-Coder-Pro V2.5.

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

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none Toleo: 2026-07-14	gpt-oss-120b gpt-oss-120b medium Toleo: 2025-08-05 Inapatikana bure

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none Toleo: 2026-07-14	gpt-oss-120b gpt-oss-120b medium Toleo: 2025-08-05 Inapatikana bure
Alama	6.8	6.7
Nafasi	#89	#96
Uaminifu	10.0	10.0
Uthabiti	7.3	8.0
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.4%	52.4%
Majaribio yasiyo thabiti	7	5
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	1.992	0.141
Jumla ya gharama	$0.220	$0.011
Bei ya ingizo	$0.740 / 1M	$0.030 / 1M
Bei ya toleo	$2.960 / 1M	$0.150 / 1M
Jumla ya tokeni za ingizo	42,749	39,084
Tokeni za matokeo	63,338	20,013
Tokeni za hoja	0	50,233
Muda wa majibu (wastani)	10.81s	22.28s
Muda wa majibu (upeo)	53.57s	68.16s
Muda wa majibu (jumla)	227.02s	311.96s

Onyesho la kizazi

Hamster playing table tennis

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

#89 KAT-Coder-Pro V2.5

none

Gharama: $0.010
Muda: 29.0s
Tokeni: 3,439 tok

#96 gpt-oss-120b

medium

Gharama: $0.001
Muda: 26.7s
Tokeni: 555 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	8.7	7.9	91.7%	1		4.58s	672	3,998	0
gpt-oss-120b	6.7	9.9	50.0%	0		10.21s	1,314	3,518	2,177

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	6.1	4.7	66.7%	2		22.52s	7,893	22,440	0
gpt-oss-120b	5.9	7.0	55.6%	1		38.37s	7,782	3,365	11,973

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	4.7	1.6	66.7%	1		30.76s	15,131	5,366	0
gpt-oss-120b	10.0	10.0	100.0%	0		31.18s	11,535	694	5,072

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		5.07s	7,776	2,361	0
gpt-oss-120b	6.4	5.9	66.7%	1		1.98s	7,476	241	1,114

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	3.6	7.2	22.2%	1		21.64s	771	20,972	0
gpt-oss-120b	2.9	4.4	22.2%	2		50.92s	1,266	6,784	20,606

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	4.8	3.2	33.3%	1		5.16s	516	1,067	0
gpt-oss-120b	4.3	10.0	0.0%	0		7.90s	659	107	387

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	9.8	10.0	100.0%	0		2.61s	699	1,084	0
gpt-oss-120b	9.9	10.0	100.0%	0		7.63s	1,036	126	1,799

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		3.03s	696	1,929	0
gpt-oss-120b	5.3	7.2	44.4%	1		21.71s	1,190	1,790	2,264

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		5.93s	8,391	1,103	0
gpt-oss-120b	9.8	10.0	100.0%	0		6.91s	6,514	287	1,083

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		9.91s	204	3,018	0
gpt-oss-120b	3.0	10.0	0.0%	0		26.51s	312	3,101	3,758

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