Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Muse Wonder Full is the most capable model in Meta's Muse Wonder series, built for long-running professional agents and ultra-long-horizon software engineering. It shares Muse Wonder's Active Memory and Active Focus capabilities and generally scores higher on Meta's agentic and coding evaluations.
Muse Wonder is a frontier multimodal reasoning model from Meta for personal and professional agents, long-horizon coding, and computer use. It combines Active Memory, which carries relevant context across conversations, with Active Focus, which keeps it working through blockers toward a goal.
Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1 with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 49.6 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| Muse Wonder Fullmeta/muse-wonder-full | 45.4 | 1.04858M | — | — | 2026-10-12 | |||
| Muse Wondermeta/muse-wonder-1.0 | 39.1 | 1.04858M | $4 | $20 | 2026-10-12 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 38.2 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 30.4 | 1.04858M | $0.75 | $3.75 | 2026-08-13 |