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 $0.045. KAT-Coder-Air V2.5 (medium) ni ya haraka zaidi: 8.28s vs 32.00s, na pass rates 47.6% vs 41.3%.

Muundo unaopendekezwaKAT-Coder-Air V2.5 (medium)Its score stays close to the best score here (6.2 vs 6.3), while responding about 3.9x 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 medium 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 medium Toleo: 2026-07-14	Nemotron 3 Super Nemotron 3 Super medium Toleo: 2026-03-11 Inapatikana bure
Alama	6.2	6.3
Nafasi	#115	#105
Uaminifu	9.7	10.0
Uthabiti	8.8	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	47.6%	41.3%
Majaribio yasiyo thabiti	3	2
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.562	0.004
Jumla ya gharama	$0.045	$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	42,750	37,527
Tokeni za matokeo	7,759	14,850
Tokeni za hoja	56,357	33,754
Muda wa majibu (wastani)	8.28s	32.00s
Muda wa majibu (upeo)	48.19s	232.25s
Muda wa majibu (jumla)	173.80s	607.91s

Onyesho la kizazi

Hamster playing table tennis

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

#115 KAT-Coder-Air V2.5

medium

Gharama: $0.003
Muda: 23.7s
Tokeni: 4,924 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	8.7	8.0	91.7%	1		3.79s	672	549	4,194
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	3.6	7.0	22.2%	1		23.37s	7,893	5,199	29,973
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		27.68s	15,132	372	4,816
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		3.65s	7,776	268	1,881
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	3.0	10.0	0.0%	0		4.87s	771	487	4,454
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	5.0	10.0	0.0%	0		9.81s	516	189	557
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	10.0	10.0	100.0%	0		1.50s	699	93	730
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	3.6	7.2	22.2%	1		1.87s	696	265	1,184
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	317	906
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		15.74s	204	20	7,662
Nemotron 3 Super	3.0	10.0	0.0%	0		55.32s	138	3,251	3,313

Ulinganisho wa haraka

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