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AI BENCHY Compare

ByteDance Seed: Seed-2.0-Lite vs OpenAI: GPT-5.3-Codex

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-04-26

Kipimo Seed-2.0-Lite Seed-2.0-Lite medium Toleo: 2026-02-14 GPT-5.3-Codex GPT-5.3-Codex medium Toleo: 2026-02-05
Alama 8.6 8.6
Nafasi #8 #9
Uaminifu Haipo Haipo
Uthabiti 8.8 8.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 83.3% 83.3%
Majaribio yasiyo thabiti 3 3
Jumla ya uendeshaji 54 54
Gharama kwa matokeo 0.926 4.405
Jumla ya gharama $0.121 $0.573
Bei ya ingizo $0.250 / 1M $1.750 / 1M
Bei ya toleo $2.000 / 1M $14.000 / 1M
Tokeni za matokeo 3,257 2,279
Tokeni za hoja 52,042 35,179
Muda wa majibu (wastani) 30.37s 15.38s
Muda wa majibu (upeo) 168.71s 100.93s
Muda wa majibu (jumla) 546.72s 276.91s

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 matokeo Tokeni za hoja
Seed-2.0-Lite 8.3 10.0 75.0% 0 17.99s 996 7,142
GPT-5.3-Codex 8.7 7.9 91.7% 1 4.16s 240 1,722
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 100.0% 0 74.49s 436 7,319
GPT-5.3-Codex 10.0 10.0 100.0% 0 8.95s 491 1,530
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 100.0% 0 37.67s 506 4,299
GPT-5.3-Codex 10.0 10.0 100.0% 0 19.56s 364 2,731
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 100.0% 0 9.07s 246 1,742
GPT-5.3-Codex 10.0 10.0 100.0% 0 3.07s 234 728
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 5.9 7.2 55.6% 1 88.74s 15 23,897
GPT-5.3-Codex 5.9 7.2 55.6% 1 64.31s 64 25,308
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 6.7 3.6 66.7% 1 18.25s 304 1,620
GPT-5.3-Codex 4.6 10.0 0.0% 0 4.87s 187 331
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 100.0% 0 7.26s 71 1,480
GPT-5.3-Codex 10.0 10.0 100.0% 0 3.04s 93 693
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 9.0 7.9 88.9% 1 11.03s 461 3,532
GPT-5.3-Codex 9.0 7.9 88.9% 1 5.12s 352 1,644
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Seed-2.0-Lite 10.0 10.0 100.0% 0 12.38s 222 1,011
GPT-5.3-Codex 10.0 10.0 100.0% 0 6.37s 254 492

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.3-CodexmediumvsHY3 PreviewhighInapatikana bureSeed-2.0-LitemediumvsHY3 PreviewhighInapatikana bureSeed-2.0-LitemediumvsGemini 3 Flash PreviewlowGemini 3 Flash PreviewlowvsGPT-5.3-CodexmediumGPT-5.3-CodexmediumvsHY3 PreviewlowInapatikana bureGemini 3 Flash PreviewnonevsGPT-5.3-CodexmediumSeed-2.0-LitemediumvsGPT-5.5lowGemini 3.1 Flash Lite PreviewlowvsGPT-5.3-CodexmediumSeed-2.0-LitemediumvsHY3 PreviewlowInapatikana bureSeed-2.0-LitemediumvsGemini 3 Flash PreviewnoneSeed-2.0-LitemediumvsGemini 3.1 Flash Lite PreviewlowClaude Opus 4.7nonevsSeed-2.0-Litemedium