AI BENCHY Compare

DeepSeek: DeepSeek V4 Pro vs Kwaipilot: KAT-Coder-Pro V2.5

Muhtasari

KAT-Coder-Pro V2.5 (medium) inaongoza kwa average score: 7.5 vs 7.2. DeepSeek V4 Pro ina gharama ya chini ya benchmark: $0.034 vs $0.275. DeepSeek V4 Pro ni ya haraka zaidi: 6.41s vs 12.95s, na pass rates 52.4% vs 65.1%.

Muundo unaopendekezwaDeepSeek V4 ProIts score stays close to the best score here (7.2 vs 7.5), while costing about 8.3x less than KAT-Coder-Pro V2.5 (medium).

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

Kipimo	DeepSeek V4 Pro DeepSeek V4 Pro none Toleo: 2026-04-24	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14

Kipimo	DeepSeek V4 Pro DeepSeek V4 Pro none Toleo: 2026-04-24	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14
Alama	7.2	7.5
Nafasi	#74	#60
Uaminifu	9.9	10.0
Uthabiti	8.8	7.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	52.4%	65.1%
Majaribio yasiyo thabiti	3	6
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.333	2.498
Jumla ya gharama	$0.034	$0.275
Bei ya ingizo	$0.435 / 1M	$0.740 / 1M
Bei ya toleo	$0.870 / 1M	$2.960 / 1M
Jumla ya tokeni za ingizo	53,558	42,750
Tokeni za matokeo	11,424	2,098
Tokeni za hoja	0	80,027
Muda wa majibu (wastani)	6.41s	12.95s
Muda wa majibu (upeo)	30.09s	81.45s
Muda wa majibu (jumla)	134.66s	271.92s

Onyesho la kizazi

Hamster playing table tennis

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

#74 DeepSeek V4 Pro

none

SVG batili

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

#60 KAT-Coder-Pro V2.5

medium

Gharama: $0.009
Muda: 25.6s
Tokeni: 2,939 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
DeepSeek V4 Pro	3.2	6.1	16.7%	2		4.02s	540	1,168	0
KAT-Coder-Pro V2.5	8.2	7.9	83.3%	1		3.90s	672	208	3,868

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
DeepSeek V4 Pro	5.6	10.0	33.3%	0		13.38s	7,275	5,500	0
KAT-Coder-Pro V2.5	7.8	10.0	66.7%	0		33.10s	7,893	416	33,658

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
DeepSeek V4 Pro	9.5	10.0	100.0%	0		23.74s	27,529	2,235	0
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		14.50s	15,132	363	3,367

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
DeepSeek V4 Pro	10.0	10.0	100.0%	0		4.61s	7,568	200	0
KAT-Coder-Pro V2.5	7.3	5.9	83.3%	1		4.70s	7,776	275	2,122

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
DeepSeek V4 Pro	5.3	10.0	33.3%	0		3.72s	666	24	0
KAT-Coder-Pro V2.5	2.9	7.2	11.1%	1		29.03s	771	36	29,584

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
DeepSeek V4 Pro	5.0	10.0	0.0%	0		2.05s	471	126	0
KAT-Coder-Pro V2.5	4.7	3.1	33.3%	1		2.35s	516	92	381

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
DeepSeek V4 Pro	6.3	5.8	66.7%	1		4.12s	627	713	0
KAT-Coder-Pro V2.5	9.9	10.0	100.0%	0		2.58s	699	83	971

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
DeepSeek V4 Pro	10.0	10.0	100.0%	0		3.61s	594	442	0
KAT-Coder-Pro V2.5	5.9	4.5	66.7%	2		3.20s	696	325	1,867

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
DeepSeek V4 Pro	10.0	10.0	100.0%	0		7.40s	8,105	328	0
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		19.02s	8,391	282	1,010

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
DeepSeek V4 Pro	3.0	10.0	0.0%	0		5.76s	183	688	0
KAT-Coder-Pro V2.5	3.0	10.0	0.0%	0		9.87s	204	18	3,199

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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