Muse Code vs Claude Code: Benchmarks, Price and Workflow

Pick Muse Code if you live in a macOS or Linux terminal, want per-token billing with no monthly commitment, and your usage is light or bursty. Pick Claude Code if you need native Windows, a desktop app, documented hooks and MCP, enterprise controls or a flat bill. On Meta's own reported numbers, relayed second-hand by press, Muse Code trails Claude Opus 5 on Terminal-Bench 2.1 by 3.8 points — small enough that Muse Code vs Claude Code is a price-and-platform decision, not a capability shootout.

Choose Muse Code when

• Your workload is bursty — check volumes in the Muse Code cost calculator.
• Contributor at $0.10 / $0.20 per M suits you, data terms accepted.
• You need the 1M-token multimodal context of Muse Spark 1.2.

Choose Claude Code when

• You are on Windows — see Muse Code on Windows.
• Finance wants a predictable line item, not an uncapped meter.
• You need documented extension points and enterprise administration.

Wider field: best AI coding agents and Muse Code alternatives.

Prices are as reported. "Documented by Anthropic" points at the Claude Code docs and Anthropic pricing; Muse Code figures track Meta's pricing and rate-limit docs.

Meta's self-reported figures (second-hand)

Meta reported Muse Spark 1.2, the model inside Muse Code, at 82.9% on Terminal-Bench 2.1 against Claude Opus 5 at 86.7%, and 59.3 on DeepSWE against Opus 5's 65.0. We have not seen these in a first-party table we can quote; they reach us via press coverage of Meta's Muse Code announcement: vendor-reported and second-hand.

Artificial Analysis's independent numbers

Artificial Analysis measured Muse Spark 1.2 at 80% on Terminal-Bench v2.1, up from 78% for 1.1, with an Intelligence Index of 54 against 51 and roughly 165 output tokens per second. SciCode and HLE regressed slightly.

Why you cannot subtract one regime from the other

Those figures describe nominally the same benchmark yet differ by three points, because harness, scaffold and sampling differ. We have no independent Opus 5 Terminal-Bench score from the same regime, so the honest reading is that Muse Code sits in the frontier band, just below Opus 5 on Meta's numbers. Detail: Muse Spark 1.2.

One agent step = 60,000 input plus 3,000 output tokens, no cache hit: $0.0878 on Muse Code Standard, $0.0066 on Contributor. Against a $20 Pro plan, Standard breaks even near 228 steps a month, Contributor near 3,030; cache reuse at $0.15 per M pushes Standard past 900. Tier detail: Muse Code pricing.

The two Muse Code tiers carry different data terms. Standard, at $1.25 and $4.25 per million tokens, is stated not to train on your prompts or completions. Contributor, at $0.10 and $0.20, takes training rights over both — that grant buys the roughly 12.5× input and 21.25× output discount — and is country-limited and throttled to 60 requests per minute.

Anthropic publishes its own commercial data terms; we link rather than paraphrase them: Anthropic pricing page and Claude Code documentation. Claude Code has no tier trading training rights for a discount, so the choice Muse Code puts to you does not exist there.

For teams: stay on Standard unless legal has signed off on the training grant, and note that the event log keeps a local transcript on a shared machine. Clause-by-clause: Muse Code privacy; sign-in: how to install Muse Code.

• Muse Code vs CodexCloud agents, free tier.
• Muse Code pricingBoth tiers, rate limits.
• Muse Code privacyData terms, tier by tier.
• Muse Code on WindowsThe WSL2 route.
• What is Muse CodeArchitecture and event log.
• Best AI coding agentsNine agents ranked.