Decision support

Composer 1 vs X-Ai/Grok-4-Fast-Non-Reasoning

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

Benchmark results

  • Arena Text

    Arena rating · Higher is better

    • Composer 1
      Not reported
    • X-Ai/Grok-4-Fast-Non-Reasoning
      1418
      Arena #135CI 1411 to 1426
    Runs and sources
    Composer 1

    Not reported

    X-Ai/Grok-4-Fast-Non-Reasoning
    • default1418non-reasoning · 95% CI 1411 to 1426 · 6,330 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
October 29, 2025
December 18, 2025
Context window
—
2M
Native context
—
—
Max output tokens
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2,000,000
Knowledge cutoff
—
—
Open weights
Closed
Closed
Parameter count
—
—

API pricing · USD per 1M tokens

Input
—
—
Output
—
—
Cached input
—
—
Cache write
—
—

Capabilities and modalities

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

Architecture and availability

Architecture
—
—
Model families
—
—
Tokenizer
—
—
Instruction format
—
—
License
proprietary
—
Providers
0
0
Provider endpoints
0
0
Ollama variants
0
0
Metadata source
curated
models.dev

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

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