Decision support

ADM 3 Cloud (Image) vs Muse Image

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

Models Hardware

ADM 3 Cloud (Image)

Apple

Muse Image

Benchmark results

Arena Text to Image
Arena rating · Higher is better
- ADM 3 Cloud (Image)
  Not reported
- Muse Image
  1266
  Arena #12CI 1262 to 1271
Runs and sources
ADM 3 Cloud (Image)
Not reported
Muse Image
default126695% CI 1262 to 1271 · 57,330 votes
Source:Arena Text to Image leaderboard, 2026-11-09
Arena Image Edit
Arena rating · Higher is better
- ADM 3 Cloud (Image)
  Not reported
- Muse Image
  1400
  Arena #13CI 1396 to 1403
Runs and sources
ADM 3 Cloud (Image)
Not reported
Muse Image
default140095% CI 1396 to 1403 · 195,504 votes
Source:Arena Image Edit leaderboard, 2026-11-09

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

June 8, 2026

July 7, 2026

Context window

—

66K

Native context

—

Max output tokens

—

58,982

Knowledge cutoff

—

Open weights

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

Output modalities

image

Tool calling

—

Reasoning option

—

Supported options

—

max_tokens, repetition_penalty, temperature, top_k, top_p

Capabilities

—

Architecture and availability

Architecture

—

Model families

—

Tokenizer

—

Other

Instruction format

—

License

proprietary

—

Providers

Provider endpoints

Ollama variants

Metadata source

curated

ai-research

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

Benchmark results

Arena Text to Image

Arena Image Edit

Model specifications

API pricing · USD per 1M tokens

Capabilities and modalities

Architecture and availability