You review every diff by hand
Cursor wins. Reviewing changes with the file tree, language server and test output in one frame is what an IDE is for; Muse Code shows diffs in a terminal and expects trust across longer runs.
Independent reference
Muse Code vs Cursor is not a contest between two versions of one product. Muse Code is Meta's terminal coding agent billed per token; Cursor is an AI IDE — a fork of VS Code — at $20 a month with its own Composer models, frontier models and a free Hobby tier.
Muse Code vs Cursor is decided by your existing workflow, not by the feature list.
Choose Cursor if you live inside an editor, want completions and diff review beside the agent, need native Windows, or want a predictable $20 seat. Choose Muse Code if you live in a shell on macOS or Linux and would rather pay for tokens burned than for a seat.
Muse Code vs Cursor is rarely either/or — but see Muse Code pricing before assuming per-token billing is cheaper, because on the Standard tier at volume it is not.
The two attack overlapping problems from opposite ends: one a shell process, one an editor.
Muse Code, released by Meta Superintelligence Labs on 5 August 2026, is a terminal coding agent driven by Muse Spark 1.2. It has no window and no extension: you type muse in a shell and it works in your repository. Its signature features are terminal-shaped — background agents that stay alive across a session, an append-only event log that makes a crashed run replayable, and a 1M-token context taking images, video and PDFs. Architecture: what Muse Code is.
Cursor is the opposite shape: a fork of VS Code run as a desktop app, so extensions and keybindings carry across. It routes work to its own Composer models plus frontier models from other labs, wrapped in editor-native surfaces — tab completion, inline edits, an agent panel, diff review. Cursor lists a $20/month Pro plan and a free Hobby tier on its pricing page.
Every dimension that changes the decision, with prices as reported by each vendor.
| Dimension | Muse Code | Cursor |
|---|---|---|
| Default model | Muse Spark 1.2 | Composer 2 / 2.5 plus frontier models |
| Entry price | Per token, no subscription | $20/month Pro, as listed |
| Free tier | None; payment method required | Free Hobby tier |
| Windows | No native build; WSL only | Native Windows, macOS, Linux |
| Editing surface | Shell only, no extension | Editor, inline edits, diff review |
| Context window | 1M tokens, multimodal | Varies with the model selected |
| Token price | $1.25 in / $4.25 out per M, as reported | Bundled into the seat |
| Cheapest tier | Contributor, $0.10 / $0.20 per M, training rights granted | Not applicable |
| Spend control | No hard cap, email alerts only | Fixed monthly seat |
| Best fit | Terminal-native, long autonomous jobs | Editor-native, tight review loops |
Muse Code prices are as reported by pricing trackers; Meta's pricing and rate limits docs are the authority. Cursor figures are from its pricing page, checked 6 August 2026.
One question settles it: a few agent steps a day, or dozens of long autonomous ones?
Cursor Pro is a flat $20 a month. Muse Code has no subscription, so Muse Code costs 40 cents in a quiet week and $40 in a busy one.
Take one agent step of 60,000 input and 3,000 output tokens. On the Muse Code Standard tier that is 60,000 × $1.25 per million = $0.075 input plus 3,000 × $4.25 per million = $0.013 output — about 8.8¢ per step. Cached input at $0.15 per million drops the step to roughly 2.2¢. On the Muse Code Contributor tier, where you grant Meta training rights, it costs about 0.66¢.
| Agent steps / month | Muse Code Standard | Muse Code Contributor | Cursor Pro |
|---|---|---|---|
| 50 | $4.39 | $0.33 | $20.00 |
| 250 | $21.95 | $1.65 | $20.00 |
| 1,000 | $87.80 | $6.60 | $20.00 |
Muse Code on Standard passes a Cursor Pro seat at roughly 230 uncached steps a month, while Contributor stays cheaper at any solo volume — a discount paid for with your data, unpacked on the Muse Code privacy page. One asymmetry matters: a Cursor seat cannot surprise you, and Muse Code can. With no hard cap, only email alerts, an agent that loops overnight bills the whole night. Our Muse Code cost calculator prices that risk first.
Three situations where the choice is obvious rather than a matter of taste.
Cursor wins. Reviewing changes with the file tree, language server and test output in one frame is what an IDE is for; Muse Code shows diffs in a terminal and expects trust across longer runs.
Muse Code wins: it runs wherever a shell runs — a remote box, a build server, a tmux pane left open for hours. Cursor is a desktop app, so remote work goes through its editor.
Muse Code wins on arithmetic: a week with no runs costs nothing, while a Cursor seat bills the same regardless. Heavy, steady usage flips it — the flat seat gets cheaper and calmer.
The two compose cleanly, and one route to Muse Spark skips Muse Code entirely.
Because Muse Code is only a terminal process, running it beside Cursor needs no integration: open the repo in Cursor, start Muse Code in a terminal, and give each agent its own git worktree.
Muse Spark 1.2 also ships on Meta's Model API and is listed on OpenRouter as meta/muse-spark-1.2. Model and agent are separable: any tool that points at an OpenAI-compatible endpoint can use it, so a Cursor user can evaluate Muse Spark 1.2 without adopting Muse Code. Cursor's custom-key support changes between releases, so confirm it there; routes are catalogued on our Muse Spark API guide. OpenRouter also allows per-key spending limits — the closest thing to the hard cap Muse Code lacks, a gap raised repeatedly in the Hacker News launch thread.
An honest comparison names where Muse Code is behind as clearly as where it is ahead.
Muse Code loses on reach: no native Windows build, no IDE, no editor extension, no desktop app, no public roadmap. It loses on onboarding: no free quota, and a payment method required before the first run. And it loses on billing safety, because Cursor cannot hand you a surprise invoice.
Muse Code wins on token economics, context length and autonomy. Third-party measurements from Artificial Analysis put Muse Spark 1.2 at 80% on Terminal-Bench v2.1 and around 165 tokens per second. For the same analysis against other tools, see Muse Code vs Claude Code.
The neighbouring comparisons, pricing detail and platform guides referenced above.
Pick Cursor if you work in an editor, need Windows or want a fixed $20 bill; pick Muse Code if you work in a terminal on macOS or Linux and want per-token billing. They are different product categories, so many developers run Cursor for review and Muse Code for the heavy passes.
Indirectly, yes. Muse Spark 1.2 is listed on OpenRouter as meta/muse-spark-1.2 and is on Meta's Model API, so tools that accept a custom OpenAI-compatible provider can reach the model without Muse Code installed. Cursor's custom-key support changes between releases, so check its current documentation first.
It depends on volume. On Standard, a 60K-in / 3K-out step costs about 8.8¢, so Muse Code beats a $20 Cursor seat up to roughly 230 steps a month and loses above that. On Contributor the same step is about 0.66¢, which stays under $20 at any solo volume — in exchange for granting Meta training rights.
No. Muse Code is terminal-only, with no IDE, no editor extension and no desktop app, and Meta has published no roadmap for one. That is the structural difference in Muse Code vs Cursor: Cursor is the editor, while Muse Code assumes you have one and stays in the shell.
Yes, and it is a common setup: open the repository in Cursor and run Muse Code from a terminal outside the editor. A git worktree lets Muse Code work a branch while you keep editing the main checkout, avoiding file-watcher churn.
No. Cursor ships native Windows, macOS and Linux builds, while the Muse Code launcher script targets only macOS and Linux on arm64 and x86. Windows users run Muse Code through WSL2, which the community reports works but which Meta has not committed to supporting. If native Windows is non-negotiable, Cursor is the safer pick.
For evaluation, yes. Cursor keeps a free Hobby tier, while Muse Code has no free quota and asks for a payment method before the first run. To try AI coding tools at zero cost, start on Cursor; for cheap tokens on heavy agent work, Muse Code Contributor is the aggressive option.