Skip to main content
AI Choice Engine

Agentic harness comparison

Grok Build vs Muse Code

Compared on where each one runs, which editors it supports, how autonomous it is, and how it bills — the four things that actually decide Grok Build vs Muse Code. Rankings reflect fit and trade-offs, not a single universal winner; partner links, when present, do not replace that methodology.

Details last verified October 2, 2026

SpaceXAI

Grok Build

Terminal, headless CI, and ACP · Agentic

vs

Meta

Muse Code

Terminal, CI, and session SDK · Agentic

AI harness specification comparison
SpecificationGrok BuildMuse Code
VendorSpaceXAIMeta
Runs inTerminal, headless CI, and ACPTerminal, CI, and session SDK
Editor supportAny (editor-agnostic)Any (editor-agnostic)
AutonomyAgenticAgentic
Pricing modelHybridHybrid
Requires changing editorNoNo

Dates refer to the linked source’s publication or capture unless it explicitly states when the benchmark was measured. Values we could not confirm are shown as “Not verified” rather than estimated.

AgenticHybrid

Grok Build

Grok Build is SpaceXAI's terminal coding agent, currently advertised with Grok 4.7. It offers an interactive TUI, headless scripting, ACP integration, custom model endpoints, plan mode and parallel child sessions. Git worktree isolation can be requested; it is not automatic for every subagent. Released binaries support macOS, Linux and Windows.

Best for

  • Parallel work with explicit isolation
  • Terminal and ACP coding workflows
  • Reviewed plans and diffs

Watch out

Grok Build is free to try, without a verified universal usage allowance. Current x.ai pricing lists SuperGrok $30/month and Plus $100 with higher Build usage; API/custom endpoints have separate billing. First-party CLI/runtime code is Apache-2.0, with separate vendored licences. The current changelog lists 1.0.46 dated September 30. Ask is the default permission mode, but the sandbox is off by default. Plan mode gates edit tools except its own plan file; shell writes and full-capability child edits are not blocked by that gate. Enterprise ZDR is team-configured and does not remove local session history. No current independent benchmark score is asserted.

AgenticHybrid

Muse Code

Muse Code is Meta's coding agent for the terminal and CI, with a session protocol and TypeScript SDK. It supports the Muse Spark family; the current overview and configuration docs still name muse-spark-1.2 as the default, separately from available Spark 1.3. macOS, Linux and Windows are documented, with platform-specific feature limits. Parallel workflows depend on the installed build and rollout.

Best for

  • Terminal and CI coding tasks
  • Piloting enabled multi-agent workflows
  • Teams using the Meta Model API

Watch out

October 2 sources list Everyday $5/month, High $15 (5x) and Power $50 (20x); regional benefits can vary. The subscription-linked CLI credential does not cover additional API keys, which bill pay-as-you-go. Standard Spark 1.3/1.2 token rates are $1.25 input / $0.15 cached / $4.25 output per MTok; Contributor rates are $0.10 / $0.002 / $0.20 with training permission and lower team quotas. Meta forbids confidential, sensitive or personal inputs on Discounted Services. Standard no-training is not zero retention. Auto-review and an OS sandbox are the defaults, with safe commands and workspace writes potentially proceeding automatically. Workflows are unavailable in the documented current Apple silicon macOS artifact; Windows lacks voice and session messaging. Changelog 1.4.2 is a client version with no release date recovered.

Common questions

Grok Build vs Muse Code

Answered from the verified figures on this page rather than general guidance.

Do I have to change editor to use Grok Build or Muse Code?
Neither does. Grok Build runs in the terminal, headless ci, and acp alongside any editor and Muse Code runs in the terminal, ci, and session sdk alongside any editor, so people keep the setup they already have.
How are Grok Build and Muse Code priced?
Both are hybrid. The headline seat or plan price is not the heavy-agent bill — included credits, shared pools, and overages dominate once you loop agents hard. Estimate cost per successful task and set spend caps.
Is Grok Build or Muse Code better for large refactors?
Both carry our agentic classification. That label does not establish equal refactoring quality; compare correctness, tool reliability, review time and cost on representative tasks.
Will my project rules transfer between Grok Build and Muse Code?
Usually not automatically. Cursor rules, CLAUDE.md, AGENTS.md, and extension-specific configs are different conventions. Keep one source of truth in the repository (commonly AGENTS.md) and copy or link into each tool’s native format so switching does not wipe months of project teaching.
Do coding agents replace code review?
No. Agents can draft patches faster, but they do not remove the need for human review of plans, tool calls, permissions, diffs, tests, and rollback paths. Treat autonomy as a reason for stronger review, not less — see the coding assistant rollout guide at /ai-harnesses/guides/coding-assistant-rollout-guide.
Should we harden MCP before rolling out a coding agent?
Yes for any agent that can install MCP servers or run tools. Maintain a short allowlist, review each server’s folder and network access before install, fail closed on unknown tools, and log tool calls. .cursorignore and similar rules do not block MCP or shell access once a command is approved.

Next step

Which one fits

Autonomy and editor constraints decide this far more reliably than a benchmark score.

If most of your week is small, frequent edits, an assistive workflow beats delegation and an agentic harness sits idle while billing. If you regularly hand over work spanning many files, the reverse is true.

Where one tool requires changing editor and the other does not, that difference usually outweighs any capability gap across a team — rollouts fail on adoption, not capability.

“Open vendor” links use a first-party redirect for click counting. They are not commissionable partner placements unless a programme is active for that vendor. Affiliate disclosure.