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 7.7. KAT-Coder-Pro V2.5 (high) ina gharama ya chini ya benchmark: $0.246 vs $1.270. Claude Opus 4.8 (low) ni ya haraka zaidi: 10.83s vs 12.30s, na pass rates 79.4% vs 63.5%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (high)Its score stays close to the best score here (7.7 vs 7.7), while costing about 5.2x 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 high 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 high Toleo: 2026-07-14
Alama	7.7	7.7
Nafasi	#47	#53
Uaminifu	10.0	10.0
Uthabiti	8.8	8.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	79.4%	63.5%
Majaribio yasiyo thabiti	3	5
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	8.466	2.228
Jumla ya gharama	$1.270	$0.246
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	2,509
Tokeni za hoja	6,831	69,594
Muda wa majibu (wastani)	10.83s	12.30s
Muda wa majibu (upeo)	127.97s	95.65s
Muda wa majibu (jumla)	227.39s	258.34s

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

#53 KAT-Coder-Pro V2.5

high

Gharama: $0.009
Muda: 26.4s
Tokeni: 3,117 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	7.0	8.0	66.7%	1		3.17s	672	447	2,716

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	6.4	7.9	44.4%	1		22.00s	7,893	422	20,461

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		13.44s	15,132	394	2,807

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	10.0	10.0	100.0%	0		4.13s	7,776	278	1,960

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	4.4	22.2%	2		35.33s	771	33	35,701

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	5.1	10.0	0.0%	0		3.27s	516	139	647

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		2.67s	699	84	976

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	8.2	7.2	88.9%	1		3.38s	696	428	1,936

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		28.04s	8,391	268	896

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		5.22s	204	16	1,494

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 Claude Opus 4.8lowvsGemini 3.1 Flash Litemedium KAT-Coder-Pro V2.5highvsStep 3.7 Flashlow Claude Opus 4.6mediumvsKAT-Coder-Pro V2.5high 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 KAT-Coder-Pro V2.5highvsGPT-5.6 Terralow KAT-Coder-Pro V2.5highvsGrok 4.3medium KAT-Coder-Pro V2.5highvsMiniMax M3medium