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.
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Reasoning-first Gemini preview for agentic coding and complex problem solving
Fast Gemini model balancing multimodal reasoning, tool use, and cost
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
Earlier Kimi frontier model for long-context agents, coding, and multimodal work
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Open MiMo model for multimodal coding agents and long-context automation
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.2meta/muse-spark-1.2 | 1330.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1307.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1296.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1292.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1277.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1253.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1224.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 1188.0 | 262.144K | $0.3 | $1.9 | 2026-01 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1186.0 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1165.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 |