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AI model rankingsImage editingSeedEdit 3.0

SeedEdit 3.0

ByteDance Seed Released June 2025

Visit ByteDance Seed
#68 of 77 for image editing 2,515 votes Updated Oct 30, 2026, 04:30 PM UTC

At a glance

How SeedEdit 3.0 compares with the other 76 image editing models.

  • Behind the leaders. Ranked #68 of 77, 298 Elo points behind #1 and ahead of 12% of models.

  • Close race with 9 models. Its score range overlaps with FLUX.2 [klein] 4B, GPT Image 1 Mini, FLUX.1 Kontext [max] and 6 more, so you may not notice a difference.

  • Usually loses. Against a typical model it gets picked in about 31% of blind votes.

Model details

Made by
ByteDance Seed
Category
Image editing
Released
June 2025 · 1 year ago
Best ByteDance Seed model
Seedream 5.0 Pro
Win rate vs all
34%
Companies ranked
25

Rank

#68

of 77 models

Elo rating

901

298 behind #1

typical 1,043

± range

±20

how certain the score is

Votes

2,515

blind comparisons

Where it ranks

This model next to its closest competitors. Click another bar to open that model.

Head-to-head chances

How often people would pick this model over another in a blind vote, based on the Elo scores.

  • vs GPT Image 2.5 Sunburst · #1 overall15%
  • vs FIBO Edit · The model just above (#67)48%
  • vs LongCat Image · The model just below (#69)51%
  • vs Seedream 4.5 · A typical model (the median)31%

Nearby in the ranking

  • FLUX.1 Kontext [pro]

    Black Forest Labs

    916

    Elo

    #66

    rank

  • FIBO Edit

    Bria

    915

    Elo

    #67

    rank

  • SeedEdit 3.0

    ByteDance Seed

    901

    Elo

    #68

    rank

  • LongCat Image

    Meituan

    897

    Elo

    #69

    rank

  • Qwen Image Edit

    Alibaba

    889

    Elo

    #70

    rank

More from ByteDance Seed

  • Seedream 5.0 Pro

    ByteDance Seed

    1,131

    Elo

    #9

    rank

  • Seedream 5.0 Lite

    ByteDance Seed

    1,062

    Elo

    #33

    rank

  • Seedream 4.5

    ByteDance Seed

    1,043

    Elo

    #39

    rank

Questions people ask

Is SeedEdit 3.0 the best image editing model?
Not quite: it's #68 of 77. The leader is GPT Image 2.5 Sunburst by OpenAI, 298 Elo points ahead. People would still pick SeedEdit 3.0 over it in about 15% of blind votes.
How is this ranking made?
People are shown two results for the same prompt without knowing which model made them, and vote for the one they like more. SeedEdit 3.0 has been in 2,515 of these votes. The votes are turned into an Elo score, the same system used to rank chess players.
Who makes SeedEdit 3.0?
ByteDance Seed (seed.bytedance.com). They have 4 models in this ranking.
What are alternatives to SeedEdit 3.0?
FLUX.1 Kontext [pro] (Black Forest Labs), FIBO Edit (Bria), LongCat Image (Meituan), Qwen Image Edit (Alibaba) are ranked closest to it. The best model from another company is GPT Image 2.5 Sunburst by OpenAI.

People see two results for the same prompt without knowing which model made them, and vote for the better one. Gaps under about 20 Elo points are hard to notice in practice.

Benchmark data from Artificial Analysis, an independent benchmarking company. Rankings refresh every few hours.