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ByteDance Seed: Seed-2.0-Lite vs OpenAI: GPT-5.4

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-06-03

Kipimo Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14 GPT-5.4 GPT-5.4 medium Toleo: 2026-03-05
Alama 8.1 7.9
Nafasi #20 #27
Uaminifu 10.0 10.0
Uthabiti 8.9 8.5
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 75.0% 75.0%
Majaribio yasiyo thabiti 3 4
Jumla ya uendeshaji 60 60
Gharama kwa matokeo 1.166 8.765
Jumla ya gharama $0.152 $1.140
Bei ya ingizo $0.250 / 1M $2.500 / 1M
Bei ya toleo $2.000 / 1M $15.000 / 1M
Jumla ya tokeni za ingizo 43,785 31,489
Tokeni za matokeo 3,224 2,221
Tokeni za hoja 67,040 68,486
Muda wa majibu (wastani) 36.67s 22.31s
Muda wa majibu (upeo) 168.71s 100.41s
Muda wa majibu (jumla) 733.46s 446.17s

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 8.3 10.0 75.0% 0 17.99s 942 996 7,142
GPT-5.4 8.3 10.0 75.0% 0 4.11s 606 240 1,511
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 7.0 9.7 50.0% 0 107.65s 5,292 452 20,524
GPT-5.4 8.2 6.7 83.3% 1 54.98s 4,686 412 19,995
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 10.0 10.0 100.0% 0 37.67s 16,254 506 4,299
GPT-5.4 10.0 10.0 100.0% 0 20.57s 11,019 301 3,543
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 9.07s 8,562 246 1,742
GPT-5.4 10.0 10.0 100.0% 0 5.32s 7,140 234 804
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 5.9 7.2 55.6% 1 88.74s 843 15 23,897
GPT-5.4 5.3 7.2 44.4% 1 74.27s 619 61 34,748
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 6.7 3.6 66.7% 1 18.25s 582 304 1,620
GPT-5.4 4.7 3.1 33.3% 1 4.92s 477 145 321
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 7.26s 834 71 1,480
GPT-5.4 10.0 10.0 100.0% 0 3.11s 660 93 897
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 9.0 7.9 88.9% 1 10.23s 894 403 3,285
GPT-5.4 8.2 7.2 88.9% 1 9.14s 642 441 3,815
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 12.38s 9,306 222 1,011
GPT-5.4 10.0 10.0 100.0% 0 13.28s 5,445 264 1,031
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 48.32s 276 9 2,040
GPT-5.4 3.0 10.0 0.0% 0 13.95s 195 30 1,821

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.4mediumvsQwen3.7 MaxnoneSeed-2.0-LitemediumvsGemini 3.5 FlashnoneGemini 3.5 FlashminimalvsGPT-5.4mediumSeed-2.0-LitemediumvsGemini 3.5 FlashminimalGemini 3.5 FlashnonevsGPT-5.4mediumSeed-2.0-LitemediumvsQwen3.7 MaxnoneSeed-2.0-LitemediumvsGPT-5.2 ChatnoneGemini 3 Flash PreviewnonevsGPT-5.4mediumDeepSeek V4 FlashhighvsGPT-5.4mediumGemini 3.1 Flash Lite PreviewlowvsGPT-5.4mediumSeed-2.0-LitemediumvsGemini 3 Flash PreviewnoneSeed-2.0-LitemediumvsDeepSeek V4 Flashhigh