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.
Reasoning-first Gemini preview for agentic coding and complex problem solving
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Fast Gemini model balancing multimodal reasoning, tool use, and cost
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
Low-latency Gemini model for high-volume multimodal and agent workloads
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.2meta/muse-spark-1.2 | 1333.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1305.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1291.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1291.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1276.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1226.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 1187.0 | 262.144K | $0.3 | $1.9 | 2026-01 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1187.0 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1186.0 | 262.144K | $0.95 | $4 | 2026-04-21 |