ByteDance Seed: Seed-2.0-Lite vs Qwen: Qwen3.5-Flash

average score iko karibu sawa: 6.2 vs 6.2. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.066 vs $0.139. Seed-2.0-Lite ni ya haraka zaidi: 4.40s vs 84.82s, na pass rates 43.9% vs 69.7%.

Muundo unaopendekezwaSeed-2.0-LiteIt has the best score here (6.2), while costing about 2.1x less than Qwen3.5-Flash (medium).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-17

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Qwen3.5-Flash Qwen3.5-Flash medium Toleo: 2026-02-24
Alama	6.2	6.2
Nafasi	#110	#108
Uaminifu	10.0	10.0
Uthabiti	8.5	7.8
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.9%	69.7%
Majaribio yasiyo thabiti	4	6
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.814	1.361
Jumla ya gharama	$0.066	$0.139
Bei ya ingizo	$0.250 / 1M	$0.065 / 1M
Bei ya toleo	$2.000 / 1M	$0.260 / 1M
Jumla ya tokeni za ingizo	142,197	118,499
Tokeni za matokeo	14,746	12,284
Tokeni za hoja	0	490,610
Muda wa majibu (wastani)	4.40s	84.82s
Muda wa majibu (upeo)	44.58s	515.38s
Muda wa majibu (jumla)	96.84s	1781.22s

Hamster playing table tennis

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

#110 Seed-2.0-Lite

none

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

#108 Qwen3.5-Flash

medium

Gharama: $0.002
Muda: 25.8s
Tokeni: 4,294 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-Flash	10.0	10.0	100.0%	0		59.11s	672	383	32,992

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-Flash	3.7	7.2	22.2%	1		58.87s	6,685	302	90,081

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		25.58s	111,839	11,985	0
Qwen3.5-Flash	6.4	5.8	66.7%	1		266.58s	94,507	10,679	204,282

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-Flash	7.3	5.9	83.3%	1		56.99s	6,061	235	16,237

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-Flash	5.3	7.2	44.4%	1		146.50s	581	58	43,615

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-Flash	6.1	3.1	66.7%	1		40.05s	516	99	38,486

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-Flash	10.0	10.0	100.0%	0		63.49s	699	98	14,139

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-Flash	8.2	7.2	88.9%	1		27.61s	381	89	12,457

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-Flash	10.0	10.0	100.0%	0		10.33s	8,193	309	1,284

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-Flash	3.0	10.0	0.0%	0		48.98s	204	32	37,037

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsGPT-5.6 Lunalow Gemma 4 31BnoneInapatikana burevsQwen3.5-Flashmedium Claude Sonnet 5nonevsQwen3.5-Flashmedium Seed-2.0-LitenonevsQwen3.5-35B-A3Bmedium GPT-5.6 LunalowvsQwen3.5-Flashmedium Seed-2.0-LitenonevsGemini 3.1 Flash Liteminimal Gemini 2.5 FlashnonevsQwen3.5-Flashmedium Seed-2.0-Litenonevsgpt-oss-120bmedium Seed-2.0-LitenonevsGemma 4 31BmediumInapatikana bure Gemini 3.1 Flash LiteminimalvsQwen3.5-Flashmedium Gemini 3.1 Flash LitenonevsQwen3.5-Flashmedium Seed-2.0-LitenonevsGPT-5 Nanomedium