AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs MoonshotAI: Kimi K2.5

Muhtasari

average score iko karibu sawa: 7.5 vs 7.5. KAT-Coder-Pro V2.5 (medium) ina gharama ya chini ya benchmark: $0.275 vs $0.348. KAT-Coder-Pro V2.5 (medium) ni ya haraka zaidi: 12.95s vs 98.43s, na pass rates 65.1% vs 68.3%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (medium)It has the best score here (7.5), while responding about 7.6x faster than Kimi K2.5 (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 medium Toleo: 2026-07-14	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14	Kimi K2.5 Kimi K2.5 medium Toleo: 2026-01-27
Alama	7.5	7.5
Nafasi	#60	#58
Uaminifu	10.0	10.0
Uthabiti	7.7	6.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	65.1%	68.3%
Majaribio yasiyo thabiti	6	8
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	2.498	3.704
Jumla ya gharama	$0.275	$0.348
Bei ya ingizo	$0.740 / 1M	$0.375 / 1M
Bei ya toleo	$2.960 / 1M	$2.025 / 1M
Jumla ya tokeni za ingizo	42,750	34,312
Tokeni za matokeo	2,098	48,379
Tokeni za hoja	80,027	157,747
Muda wa majibu (wastani)	12.95s	98.43s
Muda wa majibu (upeo)	81.45s	281.00s
Muda wa majibu (jumla)	271.92s	1378.03s

Onyesho la kizazi

Hamster playing table tennis

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

#60 KAT-Coder-Pro V2.5

medium

Gharama: $0.009
Muda: 25.6s
Tokeni: 2,939 tok

#58 MoonshotAI: Kimi K2.5

medium

Gharama: $0.030
Muda: 58.6s
Tokeni: 8,683 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	8.2	7.9	83.3%	1		3.90s	672	208	3,868
Kimi K2.5	7.3	5.8	83.3%	2		51.38s	634	2,789	8,880

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	7.8	10.0	66.7%	0		33.10s	7,893	416	33,658
Kimi K2.5	6.1	4.6	66.7%	2		217.49s	6,935	5,705	74,693

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		14.50s	15,132	363	3,367
Kimi K2.5	10.0	10.0	100.0%	0		71.37s	11,280	703	3,713

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	7.3	5.9	83.3%	1		4.70s	7,776	275	2,122
Kimi K2.5	10.0	10.0	100.0%	0		49.78s	7,020	563	7,940

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	7.2	11.1%	1		29.03s	771	36	29,584
Kimi K2.5	3.5	4.4	33.3%	2		137.29s	485	20,753	30,564

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	4.7	3.1	33.3%	1		2.35s	516	92	381
Kimi K2.5	6.5	3.4	66.7%	1		69.73s	480	3,815	4,262

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		2.58s	699	83	971
Kimi K2.5	10.0	10.0	100.0%	0		92.47s	675	5,371	6,547

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	5.9	4.5	66.7%	2		3.20s	696	325	1,867
Kimi K2.5	5.3	7.3	44.4%	1		43.23s	659	8,426	12,692

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		19.02s	8,391	282	1,010
Kimi K2.5	10.0	10.0	100.0%	0		31.74s	5,933	242	812

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		9.87s	204	18	3,199
Kimi K2.5	3.0	10.0	0.0%	0		83.95s	211	12	7,644

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Pro V2.5mediumvsGPT-5.3 Chatnone Kimi K2.5mediumvsGPT-5.3 Chatnone DeepSeek V4 ProhighvsKimi K2.5medium DeepSeek V4 ProhighvsKAT-Coder-Pro V2.5medium KAT-Coder-Pro V2.5highvsKimi K2.5medium Kimi K2.5mediumvsGPT-5.6 Lunahigh Kimi K2.5mediumvsStep 3.7 Flashlow Gemini 3 Flash PreviewlowvsKAT-Coder-Pro V2.5medium KAT-Coder-Pro V2.5mediumvsGPT-5.6 Lunahigh KAT-Coder-Pro V2.5mediumvsStep 3.7 Flashlow Gemini 3 Flash PreviewlowvsKimi K2.5medium Kimi K2.5mediumvsGPT-5.6 Terralow