AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs Qwen: Qwen3.5-35B-A3B

Muhtasari

Seed-2.0-Lite inaongoza kwa average score: 6.2 vs 5.9. Qwen3.5-35B-A3B ina gharama ya chini ya benchmark: $0.012 vs $0.019. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 3.37s, na pass rates 46.0% vs 42.9%.

Muundo unaopendekezwaSeed-2.0-LiteIt has the strongest score in this comparison (6.2) 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	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Qwen3.5-35B-A3B Qwen3.5-35B-A3B none Toleo: 2026-02-24

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Qwen3.5-35B-A3B Qwen3.5-35B-A3B none Toleo: 2026-02-24
Alama	6.2	5.9
Nafasi	#112	#127
Uaminifu	10.0	10.0
Uthabiti	8.4	8.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	42.9%
Majaribio yasiyo thabiti	4	3
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.228	0.230
Jumla ya gharama	$0.019	$0.012
Bei ya ingizo	$0.250 / 1M	$0.140 / 1M
Bei ya toleo	$2.000 / 1M	$1.000 / 1M
Jumla ya tokeni za ingizo	46,573	48,194
Tokeni za matokeo	3,259	4,343
Tokeni za hoja	0	0
Muda wa majibu (wastani)	2.49s	3.37s
Muda wa majibu (upeo)	6.70s	47.43s
Muda wa majibu (jumla)	52.26s	70.75s

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

#127 Qwen3.5-35B-A3B

none

Gharama: $0.005
Muda: 28.4s
Tokeni: 4,518 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
Qwen3.5-35B-A3B	3.4	7.9	16.7%	1		1.43s	696	574	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
Seed-2.0-Lite	5.6	10.0	33.3%	0		2.83s	8,215	410	0
Qwen3.5-35B-A3B	5.5	10.0	33.3%	0		1.39s	7,808	571	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
Seed-2.0-Lite	3.0	10.0	0.0%	0		6.59s	16,215	498	0
Qwen3.5-35B-A3B	3.0	10.0	0.0%	0		47.43s	20,739	1,833	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
Seed-2.0-Lite	10.0	10.0	100.0%	0		1.82s	8,538	246	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		1.16s	7,794	243	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
Seed-2.0-Lite	3.6	7.2	22.2%	1		1.33s	939	17	0
Qwen3.5-35B-A3B	7.7	10.0	66.7%	0		485ms	789	15	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
Seed-2.0-Lite	10.0	10.0	100.0%	0		3.45s	570	294	0
Qwen3.5-35B-A3B	6.5	3.4	66.7%	1		1.19s	522	114	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
Seed-2.0-Lite	10.0	10.0	100.0%	0		1.06s	810	73	0
Qwen3.5-35B-A3B	6.3	10.0	50.0%	0		809ms	711	63	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
Seed-2.0-Lite	5.3	7.2	44.4%	1		2.78s	858	709	0
Qwen3.5-35B-A3B	3.7	7.4	22.2%	1		1.35s	714	655	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
Seed-2.0-Lite	10.0	10.0	100.0%	0		3.94s	9,270	292	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		2.30s	8,211	264	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
Seed-2.0-Lite	3.0	10.0	0.0%	0		1.96s	264	11	0
Qwen3.5-35B-A3B	3.0	10.0	0.0%	0		493ms	210	11	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsGPT-5.6 Lunalow Seed-2.0-LitenonevsKAT-Coder-Air V2.5high Seed-2.0-LitenonevsKAT-Coder-Air V2.5medium KAT-Coder-Air V2.5lowvsQwen3.5-35B-A3Bnone Seed-2.0-LitenonevsGemini 3.1 Flash Liteminimal North Mini CodemediumInapatikana burevsQwen3.5-35B-A3Bnone Seed-2.0-LitenonevsQwen3.5-35B-A3Bmedium Seed-2.0-LitenonevsGemma 4 31BmediumInapatikana bure Seed-2.0-LitenonevsNemotron 3 SupermediumInapatikana bure Gemini 3.1 Flash LiteminimalvsQwen3.5-35B-A3Bnone Seed-2.0-LitenonevsKAT-Coder-Air V2.5low KAT-Coder-Air V2.5mediumvsQwen3.5-35B-A3Bnone