AI BENCHY Compare

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

Muhtasari

Ulinganisho wa benchmark Seed-2.0-Lite vs Qwen3.5-35B-A3B: Qwen3.5-35B-A3B inaongoza kwa average score: 6.3 vs 6.2. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.019 vs $0.401. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 72.57s, na pass rates 46.0% vs 69.8%.

Muundo unaopendekezwa: Seed-2.0-Lite - Its score stays close to the best score here (6.2 vs 6.3), while costing about 22.0x less than Qwen3.5-35B-A3B.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-12

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium 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 medium Toleo: 2026-02-24
Alama	6.2	6.3
Nafasi	#93	#88
Uaminifu	10.0	10.0
Uthabiti	8.4	7.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	46.0%	69.8%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.228	5.162
Jumla ya gharama	$0.019	$0.401
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	42,196
Tokeni za matokeo	3,259	40,630
Tokeni za hoja	0	353,577
Muda wa majibu (wastani)	2.49s	72.57s
Muda wa majibu (upeo)	6.70s	409.98s
Muda wa majibu (jumla)	52.26s	1524.04s

Generation showcase

Hamster playing table tennis

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

#93 Seed-2.0-Lite

none

Cost: $0.005
Time: 83.8s
Tokens: 2,311 tok

#88 Qwen3.5-35B-A3B

medium

Cost: $0.009
Time: 71.4s
Tokens: 8,631 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

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	10.0	10.0	100.0%	0		21.13s	672	798	42,652

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	5.9	9.3	33.3%	0		206.65s	4,106	23,844	111,462

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	4.7	1.6	66.7%	1		75.34s	20,992	775	12,485

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	7.3	5.9	83.3%	1		59.33s	6,061	235	19,493

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	4.1	4.4	44.5%	2		88.34s	500	41	46,368

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	2.8	1.6	33.3%	1		30.30s	172	20	3,753

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	10.0	10.0	100.0%	0		24.45s	699	97	17,361

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	8.2	7.2	88.9%	1		33.13s	597	3,592	26,585

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		4.65s	8,193	309	1,365

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		177.35s	204	10,919	72,053

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