Decision support

Seedance 2.0 vs Kling O3 Pro

Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.

Benchmark results

Head to head on 1 benchmark both models report

  • Seedance 2.01lead
  • Kling O3 Pro0leads
  • Arena Text to Video

    Arena rating · Higher is better

    • Seedance 2.0
      1483
      Arena #6CI 1476 to 1491
    • Kling O3 Pro
      Not reported
    Runs and sources
    Seedance 2.0
    • default1483720p · 95% CI 1476 to 1491 · 72,137 votes
    Kling O3 Pro

    Not reported

  • Arena Image to Video

    Arena rating · Higher is better

    • Seedance 2.0
      1480
      Arena #6CI 1473 to 1487
    • Kling O3 Pro
      Not reported
    Runs and sources
    Seedance 2.0
    • default1480720p · 95% CI 1473 to 1487 · 148,231 votes
    Kling O3 Pro

    Not reported

  • Arena Video Edit

    Arena rating · Higher is better

    • Seedance 2.0
      Best1368
      +102 ahead · Arena #6CI 1357 to 1379
    • Kling O3 Pro
      1266
      Arena #9CI 1257 to 1274
    Runs and sources
    Seedance 2.0
    • default1368720p · 95% CI 1357 to 1379 · 7,388 votes
    Kling O3 Pro
    • default126695% CI 1257 to 1274 · 14,611 votes

Each model's best published result is shown; "Not reported" means no matched evaluation, not a score of zero. Arena and DeepSWE ranks are the leaderboards' own; other ranks are among catalogue models with a score. Results from different harnesses or settings are not directly comparable.

Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.

Model specifications

Release date
February 12, 2026
February 5, 2026
Context window
—
—
Native context
—
—
Max output tokens
—
—
Knowledge cutoff
—
—
Open weights
Closed
Closed
Parameter count
—
—

API pricing · USD per 1M tokens

Input
$0.00
—
Output
$0.00
—
Cached input
—
—
Cache write
—
—

Capabilities and modalities

Input modalities
text, image, video, audio
text, video
Output modalities
video
video
Tool calling
—
—
Reasoning option
—
—
Supported options
frequency_penalty
—
Capabilities
—
—

Architecture and availability

Architecture
—
—
Model families
—
—
Tokenizer
Other
—
Instruction format
—
—
License
—
Proprietary
Providers
1
0
Provider endpoints
1
0
Ollama variants
0
0
Metadata source
ai-research
curated

A dash means the field is not reported. Provider-specific performance and pricing may differ.

To give you the best experience, we use cookies for personalization, insights, and performance. Learn more.