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.
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Gemini 3.6 Flash is a high-efficiency model from Google for coding, agentic workflows, and web and app development. It is designed to produce polished outputs with fewer unnecessary edits and...
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
Reasoning-first Gemini preview for agentic coding and complex problem solving
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
Fast Gemini model balancing multimodal reasoning, tool use, and cost
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
Low-latency Gemini model for high-volume multimodal and agent workloads
Open MiMo model for multimodal coding agents and long-context automation
Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
| 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 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1291.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 1291.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 1291.0 | 1.04858M | $1 | $6 | — | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1291.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 1276.0 | 1.04858M | $0.75 | $4.5 | — | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1276.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1252.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch | 1252.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1187.0 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1164.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Inklingthinkingmachines/inkling | 1119.0 | 1.04858M | $1.87 | $4.68 | 2026-07-15 | |||
| Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 1119.0 | 524.288K | $1 | $4.05 | — | |||
| Thinking Machines: Inkling (free)thinkingmachines/inkling:free | 1119.0 | 1.04858M | Free | Free | — |