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Meta Launches AI Coding Agent Muse, Benchmarked Against Rivals

Created at 5 Aug · 9:31 PM3 sources↑ Market-relevant
IN SHORT

Meta has released Muse Code, a beta AI coding agent powered by its Muse Spark 1.2 model. Designed for complex tasks across large codebases, it features a crash-safe runtime and subagent coordination, aiming to compete with rivals like OpenAI and Anthropic.

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Key Numbers

82.9%Muse Spark 1.2 score on Terminal-Bench 2.1
86.7%Claude Code on Opus 5 score on Terminal-Bench 2.1
81.8%GPT-5.6 Terra on Codex score on Terminal-Bench 2.1
59.3%Muse score on DeepSWE 1.1
65.0%Opus 5 score on DeepSWE 1.1
64.8%Codex score on DeepSWE 1.1
70.6%Muse score on Meta's internal coding bench
79.4%Opus 5 score on Meta's internal coding bench
$1.25per million input tokens for standard tier
$4.25per million output tokens for standard tier

Who's Involved

Meta Platforms
Launched AI coding agent Muse Code (beta)
Muse Spark 1.2
Updated AI model powering Muse Code
Anthropic
Competitor with Opus 5 coding model
OpenAI
Competitor with Codex coding model
Google
Competitor with Antigravity coding model
Meta Launches AI Coding Agent Muse, Benchmarked Against Rivals

↳ Why This Matters

Meta's entry into the AI coding agent market with Muse Code aims to challenge established players by offering a cost-effective solution with advanced features like crash-safe recovery, potentially impacting developer workflows and the competitive landscape of AI-assisted software development.

Key facts

  • Meta launched Muse Code (beta), an AI coding agent powered by its Muse Spark 1.2 model.
  • The agent features a crash-safe runtime with an event log for exact resumption of tasks.
  • Muse Code can write code, verify results, and handle complex coding projects by running multiple sub-agents.
  • Meta's internal benchmarks show Muse Spark 1.2 scoring 82.9% on Terminal-Bench 2.1, trailing Anthropic's Opus 5 but ahead of OpenAI's Codex.
  • The tool is available via the Meta Model API and a curl install script on a pay-as-you-go plan.

Meta Platforms has launched Muse Code (beta), a new terminal coding agent powered by its updated Muse Spark 1.2 model. The agent is designed to handle complex software engineering tasks across large code repositories, coordinating multiple persistent subagents to improve speed, accuracy, and reduce intervention.

A standout feature of Muse Code is its runtime logging, which records every model call, tool run, approval, and edit to a local event log. This ensures that the agent can resume precisely where it left off after a crash, a critical capability for long-running jobs that competitors have not emphasized.

Meta's internal benchmarks show Muse Spark 1.2 scoring 82.9% on Terminal-Bench 2.1, trailing Anthropic's Opus 5 at 86.7% but surpassing OpenAI's Codex (81.8%) and Google's Antigravity (81.6%). On the DeepSWE 1.1 benchmark for agentic coding capabilities, Muse achieved 59.3%, compared to Opus 5's 65.0% and Codex's 64.8%. Meta's internal coding benchmark placed Muse at 70.6% against Opus 5's 79.4%.

While Muse Spark 1.2 may not lead in raw benchmark scores, Meta highlights its performance in speedups over accumulating tool calls, showing improvements of roughly 61–69%. The company also demonstrated multimodal capabilities, where Muse Code interpreted a video of a house to generate a visually rich website with booking features.

Meta is entering a competitive landscape, with established agents like OpenAI's Codex and tools from Anthropic already in the market. Muse Code's primary advantages are its robust crash-safe runtime and sophisticated subagent design, rather than outright benchmark superiority. The company acknowledges the inherent risks of powerful, autonomous agents but is betting on developer demand for such capabilities.

Frequently asked questions

Muse Code is a beta terminal coding agent developed by Meta, powered by its Muse Spark 1.2 model. It is designed to assist with complex software engineering tasks.

Key features include its ability to coordinate persistent subagents, a crash-safe runtime with exact replay functionality, and multimodal capabilities like interpreting video to generate code.

Meta's benchmarks show Muse Spark 1.2 performing competitively, generally outperforming OpenAI's Codex and Google's Antigravity, but trailing Anthropic's Opus 5 on most coding benchmarks.

Muse Code is available via the Meta Model API and can be installed using a curl script provided by Meta.

What Happens Next

01Muse Code is available for testing via a curl install script.
02Meta plans to release larger and more capable models in the future.

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Cadence

How It Developed

Meta launched Muse Code (beta), an AI coding agent powered by Muse Spark 1.2.
The agent features a crash-safe runtime with an event log for exact resumption of tasks.
Muse Code can write code, verify results, and handle complex coding projects by running multiple sub-agents.
Meta's internal benchmarks show Muse Spark 1.2 scoring 82.9% on Terminal-Bench 2.1, trailing Anthropic's Opus 5 but ahead of OpenAI's Codex.
The tool is available via the Meta Model API and a curl install script on a pay-as-you-go plan.

Sources

T1
Meta launches new AI coding tool powered by Muse Spark 1.2Reuters
T1
Meta launches Muse Code, an AI agent for large code basesTechCrunch
T1
Meta Debuts AI Coding Agent Muse: Here’s How It Compares to Claude Code and CodexDecrypt

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