AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs NVIDIA: Nemotron 3 Super

Muhtasari

Nemotron 3 Super (medium) inaongoza kwa average score: 6.3 vs 6.2. Nemotron 3 Super (medium) ina gharama ya chini ya benchmark: $0.020 vs $0.064. KAT-Coder-Air V2.5 (high) ni ya haraka zaidi: 11.02s vs 32.00s, na pass rates 46.0% vs 41.3%.

Muundo unaopendekezwaKAT-Coder-Air V2.5 (high)Its score stays close to the best score here (6.2 vs 6.3), while responding about 2.9x faster than Nemotron 3 Super (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 high Toleo: 2026-07-14	Nemotron 3 Super Nemotron 3 Super medium Toleo: 2026-03-11 Inapatikana bure

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14	Nemotron 3 Super Nemotron 3 Super medium Toleo: 2026-03-11 Inapatikana bure
Alama	6.2	6.3
Nafasi	#110	#105
Uaminifu	9.7	10.0
Uthabiti	7.6	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	41.3%
Majaribio yasiyo thabiti	6	2
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.910	0.004
Jumla ya gharama	$0.064	$0.020
Bei ya ingizo	$0.150 / 1M	$0.080 / 1M
Bei ya toleo	$0.600 / 1M	$0.450 / 1M
Jumla ya tokeni za ingizo	41,748	37,527
Tokeni za matokeo	3,894	14,850
Tokeni za hoja	91,773	33,754
Muda wa majibu (wastani)	11.02s	32.00s
Muda wa majibu (upeo)	104.98s	232.25s
Muda wa majibu (jumla)	231.37s	607.91s

Onyesho la kizazi

Hamster playing table tennis

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

#110 KAT-Coder-Air V2.5

high

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 tok

#105 Nemotron 3 Super

medium

Gharama: $0.000
Muda: 272.6s
Tokeni: 5,296 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	6.9	5.8	75.0%	2		2.49s	615	204	1,290
Nemotron 3 Super	8.3	10.0	75.0%	0		7.85s	686	748	1,305

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	4.3	7.3	11.1%	1		39.07s	6,948	1,166	55,883
Nemotron 3 Super	3.1	10.0	0.0%	0		147.32s	2,275	797	4,424

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		30.61s	15,132	422	8,958
Nemotron 3 Super	10.0	10.0	100.0%	0		87.80s	15,561	2,021	9,996

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		3.59s	7,776	284	2,140
Nemotron 3 Super	10.0	10.0	100.0%	0		18.16s	7,944	877	2,607

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		7.47s	771	914	8,602
Nemotron 3 Super	2.9	4.4	22.2%	2		16.19s	456	5,255	6,072

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	5.1	10.0	0.0%	0		7.10s	516	179	539
Nemotron 3 Super	4.1	10.0	0.0%	0		6.91s	492	105	363

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		1.51s	699	90	675
Nemotron 3 Super	7.3	10.0	50.0%	0		6.97s	723	956	2,383

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	3.5	4.4	33.3%	2		2.47s	696	285	1,576
Nemotron 3 Super	3.0	10.0	0.0%	0		3.15s	708	570	1,322

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	330	1,082
Nemotron 3 Super	10.0	10.0	100.0%	0		39.75s	8,544	270	1,969

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		21.72s	204	20	11,028
Nemotron 3 Super	3.0	10.0	0.0%	0		55.32s	138	3,251	3,313

Ulinganisho wa haraka

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