AI BENCHY Compare

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

Muhtasari

Seed-2.0-Lite inaongoza kwa average score: 6.2 vs 6.0. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.019 vs $0.030. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 6.47s, na pass rates 46.0% vs 46.0%.

Muundo unaopendekezwaSeed-2.0-LiteIt has the best score here (6.2), while costing about 1.6x less than KAT-Coder-Air V2.5 (low).

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 low 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 low Toleo: 2026-07-14
Alama	6.2	6.0
Nafasi	#112	#124
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	0.427
Jumla ya gharama	$0.019	$0.030
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	42,464
Tokeni za matokeo	3,259	4,227
Tokeni za hoja	0	34,864
Muda wa majibu (wastani)	2.49s	6.47s
Muda wa majibu (upeo)	6.70s	25.49s
Muda wa majibu (jumla)	52.26s	135.80s

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

#124 KAT-Coder-Air V2.5

low

Gharama: $0.004
Muda: 29.9s
Tokeni: 6,008 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	7.3	5.8	83.3%	2		3.50s	672	422	1,548

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	3.5	7.3	11.1%	1		11.06s	7,893	2,001	13,623

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		25.49s	15,132	368	5,707

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		2.82s	7,776	261	1,069

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		4.99s	553	310	3,332

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	5.0	10.0	0.0%	0		10.11s	516	142	596

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		1.64s	699	89	640

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	3.1	4.6	22.2%	2		1.57s	696	294	796

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		4.47s	8,391	330	1,065

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		19.98s	136	10	6,488

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

KAT-Coder-Air V2.5lowvsGPT-5.6 Terranone Seed-2.0-LitenonevsGPT-5.6 Lunalow KAT-Coder-Air V2.5lowvsQwen3.6 Max Previewnone KAT-Coder-Air V2.5lowvsGLM 5none Seed-2.0-LitenonevsKAT-Coder-Air V2.5high KAT-Coder-Air V2.5lowvsQwen3.6 Flashnone Seed-2.0-LitenonevsKAT-Coder-Air V2.5medium KAT-Coder-Air V2.5lowvsQwen3.5-35B-A3Bnone Seed-2.0-LitenonevsGemini 3.1 Flash Liteminimal KAT-Coder-Air V2.5lowvsNemotron 3 Ultra 550b A55bnoneInapatikana bure KAT-Coder-Air V2.5lowvsQwen3.5-27Bnone Gemma 4 31BnoneInapatikana burevsKAT-Coder-Air V2.5low