AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs xAI: Grok 4.3

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 $0.614. KAT-Coder-Pro V2.5 (high) ni ya haraka zaidi: 12.30s vs 47.51s, na pass rates 63.5% vs 71.4%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (high)It has the best score here (7.7), while costing about 2.5x less than Grok 4.3 (medium).

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	Grok 4.3 Grok 4.3 medium Toleo: 2026-05-01

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 high Toleo: 2026-07-14	Grok 4.3 Grok 4.3 medium Toleo: 2026-05-01
Alama	7.7	7.7
Nafasi	#53	#48
Uaminifu	10.0	10.0
Uthabiti	8.1	8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	63.5%	71.4%
Majaribio yasiyo thabiti	5	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	2.228	4.724
Jumla ya gharama	$0.246	$0.614
Bei ya ingizo	$0.740 / 1M	$1.250 / 1M
Bei ya toleo	$2.960 / 1M	$2.500 / 1M
Jumla ya tokeni za ingizo	42,750	44,472
Tokeni za matokeo	2,509	1,981
Tokeni za hoja	69,594	221,382
Muda wa majibu (wastani)	12.30s	47.51s
Muda wa majibu (upeo)	95.65s	216.69s
Muda wa majibu (jumla)	258.34s	997.68s

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

#48 xAI: Grok 4.3

medium

Gharama: $0.009
Muda: 19.0s
Tokeni: 3,661 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
Grok 4.3	10.0	10.0	100.0%	0		8.83s	2,010	88	8,207

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
Grok 4.3	5.9	7.7	44.4%	1		41.23s	8,340	1,028	31,226

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
Grok 4.3	10.0	10.0	100.0%	0		63.99s	12,909	234	15,301

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
Grok 4.3	10.0	10.0	100.0%	0		18.97s	7,761	180	9,546

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
Grok 4.3	5.3	7.2	44.4%	1		181.74s	1,764	14	111,300

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
Grok 4.3	5.4	2.5	66.7%	1		24.70s	825	70	5,020

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
Grok 4.3	9.8	10.0	100.0%	0		18.58s	1,362	57	8,713

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
Grok 4.3	5.9	7.2	55.6%	1		22.52s	1,689	128	14,468

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
Grok 4.3	10.0	10.0	100.0%	0		17.66s	7,263	168	4,615

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
Grok 4.3	3.0	10.0	0.0%	0		44.47s	549	14	12,986

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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