AI BENCHY Compare

Google: Gemini 3.5 Flash vs Kwaipilot: KAT-Coder-Pro V2.5

Muhtasari

Gemini 3.5 Flash (high) inaongoza kwa average score: 9.8 vs 6.8. KAT-Coder-Pro V2.5 ina gharama ya chini ya benchmark: $0.220 vs $1.115. Gemini 3.5 Flash (high) ni ya haraka zaidi: 8.84s vs 10.81s, na pass rates 96.8% vs 71.4%.

Muundo unaopendekezwaGemini 3.5 Flash (high)It has the strongest score in this comparison (9.8) and the best overall balance of cost and response time across all 2 models.

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

Kipimo	Gemini 3.5 Flash Gemini 3.5 Flash high Toleo: 2026-05-19	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none Toleo: 2026-07-14

Kipimo	Gemini 3.5 Flash Gemini 3.5 Flash high Toleo: 2026-05-19	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none Toleo: 2026-07-14
Alama	9.8	6.8
Nafasi	#1	#89
Uaminifu	10.0	10.0
Uthabiti	9.6	7.3
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	96.8%	71.4%
Majaribio yasiyo thabiti	1	7
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	5.575	1.992
Jumla ya gharama	$1.115	$0.220
Bei ya ingizo	$1.500 / 1M	$0.740 / 1M
Bei ya toleo	$9.000 / 1M	$2.960 / 1M
Jumla ya tokeni za ingizo	37,594	42,749
Tokeni za matokeo	1,975	63,338
Tokeni za hoja	115,638	0
Muda wa majibu (wastani)	8.84s	10.81s
Muda wa majibu (upeo)	34.82s	53.57s
Muda wa majibu (jumla)	185.57s	227.02s

Onyesho la kizazi

Hamster playing table tennis

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

#1 Gemini 3.5 Flash

high

Gharama: $0.208
Muda: 118.2s
Tokeni: 23,158 tok

#89 KAT-Coder-Pro V2.5

none

Gharama: $0.010
Muda: 29.0s
Tokeni: 3,439 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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		2.57s	492	174	4,997
KAT-Coder-Pro V2.5	8.7	7.9	91.7%	1		4.58s	672	3,998	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		22.96s	8,118	456	47,129
KAT-Coder-Pro V2.5	6.1	4.7	66.7%	2		22.52s	7,893	22,440	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		22.37s	12,873	351	16,323
KAT-Coder-Pro V2.5	4.7	1.6	66.7%	1		30.76s	15,131	5,366	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		6.43s	7,548	279	8,466
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		5.07s	7,776	2,361	0

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
Gemini 3.5 Flash	7.6	7.2	77.8%	1		14.09s	633	12	24,721
KAT-Coder-Pro V2.5	3.6	7.2	22.2%	1		21.64s	771	20,972	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		3.63s	486	115	1,650
KAT-Coder-Pro V2.5	4.8	3.2	33.3%	1		5.16s	516	1,067	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		3.35s	615	70	3,799
KAT-Coder-Pro V2.5	9.8	10.0	100.0%	0		2.61s	699	1,084	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		3.23s	558	241	4,940
KAT-Coder-Pro V2.5	8.2	7.2	88.9%	1		3.03s	696	1,929	0

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
Gemini 3.5 Flash	9.8	10.0	100.0%	0		4.96s	6,115	265	1,608
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		5.93s	8,391	1,103	0

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
Gemini 3.5 Flash	10.0	10.0	100.0%	0		3.94s	156	12	2,005
KAT-Coder-Pro V2.5	3.0	10.0	0.0%	0		9.91s	204	3,018	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho