AI BENCHY Compare

Anthropic: Claude Opus 4.8 vs Kwaipilot: KAT-Coder-Pro V2.5

Muhtasari

Claude Opus 4.8 (low) inaongoza kwa average score: 7.7 vs 7.5. KAT-Coder-Pro V2.5 (medium) ina gharama ya chini ya benchmark: $0.275 vs $1.270. Claude Opus 4.8 (low) ni ya haraka zaidi: 10.83s vs 12.95s, na pass rates 79.4% vs 65.1%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (medium)Its score stays close to the best score here (7.5 vs 7.7), while costing about 4.6x less than Claude Opus 4.8 (low).

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

Kipimo	Claude Opus 4.8 Claude Opus 4.8 low Toleo: 2026-05-28	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14

Kipimo	Claude Opus 4.8 Claude Opus 4.8 low Toleo: 2026-05-28	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium Toleo: 2026-07-14
Alama	7.7	7.5
Nafasi	#47	#60
Uaminifu	10.0	10.0
Uthabiti	8.8	7.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	79.4%	65.1%
Majaribio yasiyo thabiti	3	6
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	8.466	2.498
Jumla ya gharama	$1.270	$0.275
Bei ya ingizo	$5.000 / 1M	$0.740 / 1M
Bei ya toleo	$25.000 / 1M	$2.960 / 1M
Jumla ya tokeni za ingizo	60,946	42,750
Tokeni za matokeo	31,771	2,098
Tokeni za hoja	6,831	80,027
Muda wa majibu (wastani)	10.83s	12.95s
Muda wa majibu (upeo)	127.97s	81.45s
Muda wa majibu (jumla)	227.39s	271.92s

Onyesho la kizazi

Hamster playing table tennis

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

#47 Claude Opus 4.8

low

Gharama: $0.031
Muda: 14.1s
Tokeni: 1,345 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
Claude Opus 4.8	10.0	10.0	100.0%	0		3.30s	834	793	371
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
Claude Opus 4.8	6.6	4.6	77.8%	2		7.58s	10,590	3,637	809
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
Claude Opus 4.8	9.8	10.0	100.0%	0		20.84s	23,500	2,216	1,081
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
Claude Opus 4.8	6.3	5.8	66.7%	1		2.27s	10,503	310	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
Claude Opus 4.8	5.3	10.0	33.3%	0		45.53s	975	23,311	3,908
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
Claude Opus 4.8	10.0	10.0	100.0%	0		2.55s	708	231	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
Claude Opus 4.8	9.8	10.0	100.0%	0		2.78s	909	111	221
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
Claude Opus 4.8	10.0	10.0	100.0%	0		3.01s	894	592	184
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
Claude Opus 4.8	10.0	10.0	100.0%	0		6.85s	11,775	370	35
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
Claude Opus 4.8	3.0	10.0	0.0%	0		5.48s	258	200	222
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

Claude Opus 4.8lowvsQwen3.5-122B-A10Bmedium Claude Opus 4.8lowvsKimi K2.6mediumInapatikana bure Claude Opus 4.8lowvsGrok 4.3medium KAT-Coder-Pro V2.5mediumvsGPT-5.3 Chatnone Claude Opus 4.8lowvsGemini 3.1 Flash Litemedium Claude Opus 4.8lowvsQwen3.5 Plus 2026-04-20medium Claude Opus 4.8lowvsGemini 3.1 Flash Lite Previewmedium Claude Opus 4.8lowvsGPT-5.6 Lunahigh Claude Opus 4.8lowvsKAT-Coder-Pro V2.5high DeepSeek V4 ProhighvsKAT-Coder-Pro V2.5medium Claude Opus 4.8lowvsGPT-5.6 Terramedium Claude Opus 4.8lowvsQwen3.6 Plusmedium