Decision support

Kling 2.6 Pro vs Ray3 Modify

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

Benchmark results

  • Arena Text to Video

    Arena rating · Higher is better

    • Kling 2.6 Pro
      1216
      Arena #31CI 1209 to 1223
    • Ray3 Modify
      Not reported
    Runs and sources
    Kling 2.6 Pro
    • default121695% CI 1209 to 1223 · 75,018 votes
    Ray3 Modify

    Not reported

  • Arena Image to Video

    Arena rating · Higher is better

    • Kling 2.6 Pro
      1294
      Arena #28CI 1286 to 1301
    • Ray3 Modify
      Not reported
    Runs and sources
    Kling 2.6 Pro
    • default129495% CI 1286 to 1301 · 208,828 votes
    Ray3 Modify

    Not reported

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
December 3, 2025
December 18, 2025
Context window
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Native context
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Max output tokens
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Knowledge cutoff
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Open weights
Closed
Closed
Parameter count
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API pricing · USD per 1M tokens

Input
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Output
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Cached input
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Cache write
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Capabilities and modalities

Input modalities
text, image
text, image, video
Output modalities
video
video
Tool calling
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—
Reasoning option
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Supported options
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—
Capabilities
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Architecture and availability

Architecture
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—
Model families
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Tokenizer
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Instruction format
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License
Proprietary
proprietary
Providers
0
0
Provider endpoints
0
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.

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