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
Open flagship GLM for long-horizon coding agents and million-token context work
Default frontier GPT for coding, computer use, research, and knowledge work
MiniMax multimodal model for long-context coding, perception, and agent planning
Open MoE flagship with million-token context for coding and long agent runs
Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.2meta/muse-spark-1.2 | 90.3 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 88.1 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 83.6 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 78.2 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| GLM-5.2zhipuai/glm-5.2 | 76.8 | 1M | $1.195 | $4.183 | 2026-06-13 | |||
| GPT-5.5openai/gpt-5.5 | 75.3 | 1.05M | $5 | $30 | 2026-04-23 | |||
| MiniMax-M3minimax/MiniMax-M3 | 74.2 | 1.04858M | $0.3 | $1.2 | 2026-06-01 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 73.6 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| DeepSeek V4 Flashdeepseek/deepseek-v4-flash | 69.0 | 1M | $0.15 | $0.6 | 2026-04-24 |