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
Qwen frontier model tuned for agent frameworks, coding assistants, and long tasks
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 | |||
| Qwen3.7 Maxalibaba/qwen3.7-max | 76.4 | 1M | $2.5 | $7.5 | 2026-05-21 | |||
| 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 |