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

Muhtasari

Ulinganisho wa benchmark Seed-2.0-Lite vs Gemma 4 31B: Gemma 4 31B inaongoza kwa average score: 6.3 vs 6.2. Seed-2.0-Lite ina gharama ya chini ya benchmark: $0.019 vs $0.033. Seed-2.0-Lite ni ya haraka zaidi: 2.49s vs 56.55s, 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 1.8x less than Gemma 4 31B.

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 Gemma 4 31B Gemma 4 31B medium Toleo: 2026-04-02 Inapatikana bure
Alama 6.2 6.3
Nafasi #93 #87
Uaminifu 10.0 10.0
Uthabiti 8.4 9.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 46.0% 69.8%
Majaribio yasiyo thabiti 4 1
Jumla ya uendeshaji 63 63
Gharama kwa matokeo 0.228 0.257
Jumla ya gharama $0.019 $0.033
Bei ya ingizo $0.250 / 1M $0.120 / 1M
Bei ya toleo $2.000 / 1M $0.350 / 1M
Jumla ya tokeni za ingizo 46,573 17,957
Tokeni za matokeo 3,259 22,356
Tokeni za hoja 0 65,726
Muda wa majibu (wastani) 2.49s 56.55s
Muda wa majibu (upeo) 6.70s 437.40s
Muda wa majibu (jumla) 52.26s 1074.41s

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

#87 Gemma 4 31B

medium
Cost
$0.002
Time
45.7s
Tokens
2,696 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
Gemma 4 31B 10.0 10.0 100.0% 0 12.89s 816 962 2,046
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 4.3 5.8 22.2% 1 219.76s 5,568 11,098 33,212
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
Gemma 4 31B 3.0 10.0 0.0% 0 0ms 0 0 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 21.11s 8,334 1,822 2,951
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 38.48s 876 4,349 8,985
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 9.57s 567 105 888
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 10.0 10.0 100.0% 0 12.76s 777 533 2,035
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 9.9 10.0 100.0% 0 26.91s 801 1,795 5,595
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 90.14s 218 1,692 10,014

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

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