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New research:Dots vs. Muse for Developers

Meta

Muse Code

Meta’s terminal coding agent for repository changes and CI, with subagents, skills, MCP, and sandboxed command execution.

CLIBetaProprietaryBYOKMCP Yes

Recent product updates

Reviewed

Selected releases and additions, with links to the original announcements.

568

Attributed output

GitHub public-attribution count, 2026-10-12

#29

Index rank · all agents

#25 of 40 CLI agents

n/a

Business signal

No sourced business metric

See regional plan pricing

Entry price

Subscription allowance or API tokens

Not published

GitHub stars

No public repo

Not published

npm demand/wk

Public npm counter

From the public record

What the public commits reveal

100 commits · 5 repositories

Search window: – · captured Oct 14, 2026 (UTC)

The same commits can credit more than one agent

3%3 / 100 sampled commits

3 of 100 unique sampled commits carry additional agent attribution (Claude). Counting each agent separately can therefore count the same commit more than once. This is shared attribution, not proof of a handoff or which tool did most of the work.

One repository dominates this visible sample

83%83 / 100 sampled commits

karthikkode/kardata accounts for 83 of the 100 distinct attributed commits returned. This makes the sample useful for studying that project’s workflow, but unsuitable as a picture of the agent’s wider adoption.

This is a sample of publicly attributed work, not total usage or a market-share estimate. Repositories are not customers. Attribution is declared in metadata, not independently verified tool execution; it does not prove exclusive authorship or autonomy.

Method and audit data

Up to 100 returned search results ordered by commit date within the audit window; attribution trailers validated and duplicate SHAs removed across repositories. A recent convenience sample, not a random or exhaustive sample. Commit sample dates use the UTC committer timestamp, matching the search window. Excluded 0 commits with five or more distinct recognized agent/model credits in one message; broad credit lists are not used as evidence of a workflow.

Returned records dated Oct 6, 2026–Oct 11, 2026.

Download the dated audit evidence (JSON)

Activity Over Time

Weekly attributed output on public GitHub. Output visible through the agent's own bot or workflow is exact; output measured through declared attribution is an estimate. Window: 2025-02-03 to 2026-10-05.

Market

Developer output

568

Public GitHub commits attributed to Muse Code

A conservative floor from explicit Muse Code attribution in public commits. The sampled credits identify Meta's coding agent; credits naming only a Muse model are excluded. Default coverage has not been established, and private or unattributed work is invisible.

Last full week (ending 2026-10-11): 417 signed commits (+1713% week over week), search estimate.

Snapshot 2026-10-12, confidence Low, tracked since 2026-06-09. Read the methodology.

Index rank · all agents
#29 of 47 · #25 among CLI agents
Demand share
No public npm package
Business signal
No sourced business metric
GitHub share
No public repo
npm channel
No public npm package

Pricing And Economics

Expand

Pricing snapshot: 2026-10-12. Check the vendor for current terms.

Subscription access or Meta API billing; Wonder Full requires an upper-tier plan.

Entry price
See regional plan pricing
Top self-serve price
n/a
Pricing unit
Subscription allowance or API tokens
Token transparency
Task quota
Included usage
Everyday: 10–50 prompts per five hours. High: 5x Everyday; Power: 20x; Maximum: 80x.
Overage path
Wait for reset or upgrade. Additional API-key usage is billed separately.

Retail Token Equivalent

Subscriptions publish relative usage, not a guaranteed token allocation. API rates: Wonder $4 input / $20 output; Spark $1.25 / $4.25 per million tokens in Standard mode.

PlanPriceAllowanceUnitToken / Overage Notes
Everyday UsageShown during onboarding10–50 prompts per five hoursPlan usage
High UsageShown during onboarding5x EverydayPlan usage
Power UsageShown during onboarding20x Everyday; includes Wonder FullPlan usage
Maximum UsageShown during onboarding80x Everyday; includes Wonder FullPlan usage

Summary checked 2026-10-12.

Four subscription tiers or pay-as-you-go with a Meta API key. Plan prices and regional availability are shown during onboarding.

  • Subscription credentials apply only to Muse Code; additional API keys are billed separately.
  • Wonder Full requires Power Usage or Maximum Usage.
  • Subscriptions default to Contributor mode; disable it to keep future content out of model training.

Enterprise And Security

Expand
SSO / SCIM
Unknown
Deployment
Unknown
Trains on your code
Opt-out
Zero data retention
Unknown

Compliance

Not published

Admin controls

The CLI executes locally; this does not establish self-hosted inference. Subscriptions default to Contributor mode, which permits model training; it can be disabled. Standard API content is not used for training.

Product

Providers

Meta

Model families

Muse WonderMuse Wonder FullMuse Spark 1.3Muse Spark 1.2

Capabilities

Repo editingTerminal commandsSubagentsSkillsMCPHeadless executionCI integrationOS sandbox

Tradeoffs

  • Meta models
  • Workflow availability varies by build and platform
  • Contributor mode uses shared content for training