ByteDance Seed: Seed-2.0-Lite vs Google: Gemma 4 31B

average score iko karibu sawa: 6.2 vs 6.2. Gemma 4 31B ina gharama ya chini ya benchmark: $0.023 vs $0.066. Seed-2.0-Lite ni ya haraka zaidi: 4.40s vs 5.34s, na pass rates 43.9% vs 48.5%.

Muundo unaopendekezwaGemma 4 31BIt has the best score here (6.2), while costing about 2.8x less than Seed-2.0-Lite.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-25

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure

Kipimo	Seed-2.0-Lite Seed-2.0-Lite none Toleo: 2026-02-14	Gemma 4 31B Gemma 4 31B none Toleo: 2026-04-02 Inapatikana bure
Alama	6.2	6.2
Nafasi	#127	#126
Uaminifu	10.0	10.0
Uthabiti	8.5	9.6
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	43.9%	48.5%
Majaribio yasiyo thabiti	4	1
Jumla ya uendeshaji	66	66
Gharama kwa matokeo	0.814	0.330
Jumla ya gharama	$0.066	$0.023
Bei ya ingizo	$0.250 / 1M	$0.140 / 1M
Bei ya toleo	$2.000 / 1M	$0.400 / 1M
Jumla ya tokeni za ingizo	142,197	125,728
Tokeni za matokeo	14,746	13,317
Tokeni za hoja	0	0
Muda wa majibu (wastani)	4.40s	5.34s
Muda wa majibu (upeo)	44.58s	29.95s
Muda wa majibu (jumla)	96.84s	106.82s

Hamster playing table tennis

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

#127 Seed-2.0-Lite

none

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

#126 Gemma 4 31B

none

Gharama: $0.001
Muda: 12.8s
Tokeni: 795 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
Gemma 4 31B	6.5	10.0	50.0%	0		1.85s	852	45	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
Gemma 4 31B	5.5	10.0	33.3%	0		11.19s	8,381	735	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		25.58s	111,839	11,985	0
Gemma 4 31B	3.8	5.8	33.3%	1		29.95s	104,817	11,910	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
Gemma 4 31B	10.0	10.0	100.0%	0		2.25s	8,352	285	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
Gemma 4 31B	7.7	10.0	66.7%	0		3.22s	903	27	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
Gemma 4 31B	10.0	10.0	100.0%	0		2.09s	576	117	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
Gemma 4 31B	6.5	10.0	50.0%	0		2.84s	795	78	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
Gemma 4 31B	6.5	10.0	33.3%	0		4.23s	828	108	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
Gemma 4 31B	3.0	10.0	0.0%	0		0ms	0	0	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
Gemma 4 31B	3.0	10.0	0.0%	0		1.25s	224	12	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Seed-2.0-LitenonevsGPT-5.6 Lunalow Gemma 4 31BnoneInapatikana burevsQwen3.5-Flashmedium Gemma 4 31BnoneInapatikana burevsGPT-5.6 Lunalow Seed-2.0-LitenonevsQwen3.5-Flashmedium Seed-2.0-LitenonevsQwen3.5-35B-A3Bmedium Gemma 4 31BnoneInapatikana burevsQwen3.5-35B-A3Bmedium Seed-2.0-LitenonevsGemini 3.1 Flash Liteminimal Seed-2.0-Litenonevsgpt-oss-120bmedium Seed-2.0-LitenonevsInklinglow Seed-2.0-LitenonevsGemma 4 31BmediumInapatikana bure Gemma 4 31BnoneInapatikana burevsgpt-oss-120bmedium Gemma 4 31BnoneInapatikana burevsInklinglow