AI BENCHY Compare

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

Muhtasari

Gemini 3.5 Flash (high) inaongoza kwa average score: 9.8 vs 4.9. KAT-Coder-Air V2.5 ina gharama ya chini ya benchmark: $0.037 vs $1.115. KAT-Coder-Air V2.5 ni ya haraka zaidi: 6.99s vs 8.84s, na pass rates 96.8% vs 38.1%.

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-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14

Kipimo	Gemini 3.5 Flash Gemini 3.5 Flash high Toleo: 2026-05-19	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14
Alama	9.8	4.9
Nafasi	#1	#168
Uaminifu	10.0	10.0
Uthabiti	9.6	7.1
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	96.8%	38.1%
Majaribio yasiyo thabiti	1	7
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	5.575	0.724
Jumla ya gharama	$1.115	$0.037
Bei ya ingizo	$1.500 / 1M	$0.150 / 1M
Bei ya toleo	$9.000 / 1M	$0.600 / 1M
Jumla ya tokeni za ingizo	37,594	41,328
Tokeni za matokeo	1,975	49,933
Tokeni za hoja	115,638	0
Muda wa majibu (wastani)	8.84s	6.99s
Muda wa majibu (upeo)	34.82s	24.94s
Muda wa majibu (jumla)	185.57s	146.78s

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

#168 KAT-Coder-Air V2.5

none

Gharama: $0.002
Muda: 14.5s
Tokeni: 2,619 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-Air V2.5	5.3	5.6	50.0%	2		2.68s	672	3,044	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-Air V2.5	3.3	9.6	0.0%	0		14.31s	6,472	16,918	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-Air V2.5	4.7	1.6	66.7%	1		24.94s	15,131	6,788	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-Air V2.5	6.3	5.8	66.7%	1		2.66s	7,776	1,268	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-Air V2.5	2.9	7.2	11.1%	1		6.24s	771	7,818	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-Air V2.5	5.0	10.0	0.0%	0		12.02s	516	656	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-Air V2.5	9.9	10.0	100.0%	0		1.75s	699	858	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-Air V2.5	2.9	4.4	22.2%	2		1.84s	696	1,255	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-Air V2.5	10.0	10.0	100.0%	0		5.13s	8,391	1,560	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-Air V2.5	3.0	10.0	0.0%	0		17.96s	204	9,768	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

CobuddymediumvsKAT-Coder-Air V2.5none KAT-Coder-Air V2.5nonevsMiniMax M2.5medium KAT-Coder-Air V2.5nonevsMistral Small 4medium KAT-Coder-Air V2.5nonevsQwen3 Coder Nextmedium KAT-Coder-Air V2.5nonevsMiniMax M2.7medium Gemini 3.5 FlashhighvsGPT-5.6 Sollow Gemini 3.5 FlashhighvsQwen3.7 Maxmedium Gemini 3.5 FlashhighvsGPT-5.6 Solmedium Gemini 3.5 FlashhighvsGPT-5.5low KAT-Coder-Air V2.5nonevsGLM 4.7 Flashmedium Claude Fable 5mediumvsGemini 3.5 Flashhigh Gemini 3.5 FlashhighvsGPT-5.5medium