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AI Choice Engine

Agentic harness comparison

Cursor 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 Cursor 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

Cursor

Cursor

IDE, standalone CLI and cloud agents · Hybrid

vs

Meta

Muse Code

Terminal, CI, and session SDK · Agentic

AI harness specification comparison
SpecificationCursorMuse Code
VendorCursorMeta
Runs inIDE, standalone CLI and cloud agentsTerminal, CI, and session SDK
Editor supportCursor IDE (VS Code fork), Terminal CLI beside any editor, Cloud agents (web/mobile)Any (editor-agnostic)
AutonomyHybridAgentic
Pricing modelHybridHybrid
Requires changing editorNoNo
Publisher-reported SWE-bench Verified (Background Agent, Claude Sonnet 4.6) · source date 2026-04-1965.7%Not verifiedUnverified

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.

Benchmark receipts

  • Cursor · Publisher-reported SWE-bench Verified (Background Agent, Claude Sonnet 4.6): source
HybridHybrid

Cursor

Cursor, now part of SpaceX, offers an AI-native VS Code-based editor, a standalone terminal agent and cloud agents. The IDE path changes editor; the CLI can run beside an existing editor. Grok and Composer are first-party models, with third-party models available subject to plan and policy.

Best for

  • Daily feature work
  • Multi-file edits in-editor
  • Teams already on VS Code

Watch out

SpaceX-owned Cursor currently prices Hobby free, Pro $20/month, Pro+ $60, Ultra $200, Teams Standard $40/user/month and Premium $120 (5x Standard Agent limits). India-only Start is ₹649/month including tax, restricted to Cursor Models and without the Other Models pool or on-demand usage. Individual plans have separate monthly Cursor Models and Other Models pools; third-party models are charged at API rates. Teams/Enterprise add $0.25/MTok on third-party direct, Auto and BYOK usage, not first-party models. Eligible US-only residency adds a 10% model-price uplift. Old $20/$70/$400 included-dollar figures are not currently established (https://cursor.com/pricing; https://cursor.com/docs/models-and-pricing). OpenAI's August 28 notice proposes a November 12, 2026 (2026-11-12) wind-down; it does not prove OpenAI models have already been removed (https://openai.com/index/our-decision-on-cursor-following-its-acquisition-by-spacex/). Privacy Mode prevents training, subject to abuse-investigation retention and explicitly approved non-ZDR models such as Fable; BYOK requests still use Cursor's backend. Current Instant Grep builds/searches its index locally without storing code embeddings, but opened file context can still reach model providers. Ignore rules do not block terminal or MCP reads (https://cursor.com/data-use; https://cursor.com/docs/context/codebase-indexing; https://cursor.com/docs/reference/ignore-file). The retained 65.7% benchmark is an April 19 publisher compilation for Background Agent with Sonnet 4.6, not a current-product measurement or an independently reproduced official submission. CLI/cloud availability means switching IDE is optional (https://cursor.com/docs/cli/overview; https://cursor.com/blog/joining-spacex).

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

Cursor vs Muse Code

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

Do I have to change editor to use Cursor or Muse Code?
Neither does. Cursor runs in the ide, standalone cli and cloud agents 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 Cursor 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 Cursor or Muse Code better for large refactors?
Our catalog classifies Muse Code as more autonomous (agentic versus hybrid). This describes workflow, not measured refactoring quality. Verify permissions, correctness, editor fit and cost on the same tasks before selecting either.
Should I run Cursor and Muse Code together?
A combined setup can help when the tools have distinct jobs. Assign clear ownership of files and tasks, review each tool’s permissions and native rule format, and pilot on separate disposable clones before paying for both. Different surfaces alone do not prove a benefit.
Will my project rules transfer between Cursor 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.
Is Cursor free enough for daily agent work?
Hobby is a real free forever plan, but Agent and Tab usage are limited — it is not a daily heavy-agent driver. Pro and higher include usage pools; on-demand spend applies after the included allowance. Treat the seat price as a floor, not an unlimited agent budget.
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.

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