AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs Kwaipilot: KAT-Coder-Air V2.5

Muhtasari

average score iko karibu sawa: 6.2 vs 6.2. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.019 vs $0.064. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 11.02s, na pass rates 46.0% vs 46.0%.

Muundo unaopendekezwaSeed-2.0-LiteIt has the best score here (6.2), while costing about 3.5x less than KAT-Coder-Air V2.5 (high).

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

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high Toleo: 2026-07-14
Alama	6.2	6.2
Nafasi	#112	#110
Uaminifu	10.0	9.7
Uthabiti	8.4	7.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	46.0%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.228	0.910
Jumla ya gharama	$0.019	$0.064
Bei ya ingizo	$0.250 / 1M	$0.150 / 1M
Bei ya toleo	$2.000 / 1M	$0.600 / 1M
Jumla ya tokeni za ingizo	46,573	41,748
Tokeni za matokeo	3,259	3,894
Tokeni za hoja	0	91,773
Muda wa majibu (wastani)	2.49s	11.02s
Muda wa majibu (upeo)	6.70s	104.98s
Muda wa majibu (jumla)	52.26s	231.37s

Onyesho la kizazi

Hamster playing table tennis

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

#112 Seed-2.0-Lite

none

Gharama: $0.005
Muda: 83.8s
Tokeni: 2,311 tok

#110 KAT-Coder-Air V2.5

high

SVG batili

Gharama: $0.000
Muda: 300.0s
Tokeni: 0 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
Seed-2.0-Lite	3.0	5.9	16.7%	2		2.43s	894	709	0
KAT-Coder-Air V2.5	6.9	5.8	75.0%	2		2.49s	615	204	1,290

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
Seed-2.0-Lite	5.6	10.0	33.3%	0		2.83s	8,215	410	0
KAT-Coder-Air V2.5	4.3	7.3	11.1%	1		39.07s	6,948	1,166	55,883

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
Seed-2.0-Lite	3.0	10.0	0.0%	0		6.59s	16,215	498	0
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		30.61s	15,132	422	8,958

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		1.82s	8,538	246	0
KAT-Coder-Air V2.5	6.5	10.0	50.0%	0		3.59s	7,776	284	2,140

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
Seed-2.0-Lite	3.6	7.2	22.2%	1		1.33s	939	17	0
KAT-Coder-Air V2.5	2.9	7.2	11.1%	1		7.47s	771	914	8,602

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		3.45s	570	294	0
KAT-Coder-Air V2.5	5.1	10.0	0.0%	0		7.10s	516	179	539

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		1.06s	810	73	0
KAT-Coder-Air V2.5	9.8	10.0	100.0%	0		1.51s	699	90	675

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
Seed-2.0-Lite	5.3	7.2	44.4%	1		2.78s	858	709	0
KAT-Coder-Air V2.5	3.5	4.4	33.3%	2		2.47s	696	285	1,576

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
Seed-2.0-Lite	10.0	10.0	100.0%	0		3.94s	9,270	292	0
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		4.77s	8,391	330	1,082

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
Seed-2.0-Lite	3.0	10.0	0.0%	0		1.96s	264	11	0
KAT-Coder-Air V2.5	3.0	10.0	0.0%	0		21.72s	204	20	11,028

Ulinganisho wa haraka

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