Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
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.
Multimodal MoE reasoning model (276B total, 12B active) for text, image, and audio
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio
Realtime speech-to-speech model with configurable reasoning, tool use, and robust voice-agent behavior
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Low-latency Gemini model for high-volume multimodal and agent workloads
Open Nemotron omni model combining reasoning with text, vision, and audio
Qwen vision-language model for visual reasoning, documents, and agent tasks
Open MiMo model for multimodal coding agents and long-context automation
Maximum-comprehensiveness agentic researcher for multi-step investigation, synthesis, and cited reports
Agentic model for autonomous multi-step research, synthesis, and cited reports
Open multimodal Qwen MoE for local agents that need vision, audio, and code
Low-latency speech generation with steerable prompts and expressive audio tags
Vision-language model for embodied reasoning: spatial understanding, task planning, and physical-world agentic robotics
Open Gemma instruction model for efficient chat and self-hosted deployments
Open Gemma instruction model for efficient chat and self-hosted deployments
High-quality, low-latency Live API model for real-time dialogue and voice-first AI applications
MiMo omni model for text, image, video, audio, and agents
Low-latency Gemini model for high-volume multimodal and agent workloads
Qwen vision-language model for visual reasoning, documents, and agent tasks
Qwen vision-language model for visual reasoning, documents, and agent tasks
Qwen vision-language model for visual reasoning, documents, and agent tasks
Advanced Gemini model for complex reasoning, coding, and multimodal analysis
Reasoning-first Gemini preview for agentic coding and complex problem solving
Large open Qwen multimodal MoE for visual agents and long technical tasks
New Gemini flash lane bringing frontier-style multimodal reasoning to cheaper runs
Preview Gemini flagship for complex reasoning, coding, and rich multimodal prompts
Fast Gemini workhorse for multimodal apps where latency and price matter
Google's proven reasoning model for coding, math, and multimodal analysis
Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents
| Model | Creator | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Gemini Flash Latestgoogle/gemini-flash-latest | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Inkling Smallthinkingmachines/inkling-small | 1.04858M | $0.45 | $1.2 | 2026-07-30 | |||
| Gemini Flash-Lite Latestgoogle/gemini-flash-lite-latest | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Inklingthinkingmachines/inkling | 1.04858M | $1.87 | $4.68 | 2026-07-15 | |||
| GPT-Realtime-2.1openai/gpt-realtime-2.1 | 128K | $4 | $24 | 2026-07-06 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-lite | 1.04858M | $0.25 | $1.5 | 2026-05-07 | |||
| Nemotron 3 Nano Omni 30B A3B Reasoningnvidia/nemotron-3-nano-omni-30b-a3b-reasoning | 256K | $0.2 | $0.8 | 2026-04-28 | |||
| Qwen3.6 27Balibaba/qwen3.6-27b | 262.144K | $0.6 | $3.6 | 2026-04-22 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Deep Research Max Previewgoogle/deep-research-max-preview-04-2026 | 1.04858M | — | — | 2026-04-21 | |||
| Gemini Deep Research Previewgoogle/deep-research-preview-04-2026 | 1.04858M | — | — | 2026-04-21 | |||
| Qwen3.6 35B-A3Balibaba/qwen3.6-35b-a3b | 262.144K | $0.248 | $1.485 | 2026-04-17 | |||
| Gemini 3.1 Flash TTS Previewgoogle/gemini-3.1-flash-tts-preview | 8.192K | $1 | $20 | 2026-04-15 | |||
| Gemini Robotics-ER 1.6 Previewgoogle/gemini-robotics-er-1.6-preview | 131.072K | $1 | $5 | 2026-04-14 | |||
| Gemma 4 E4B ITgoogle/gemma-4-E4B-it | 131.072K | $0.02 | $0.1 | 2026-04-02 | |||
| Gemma 4 E2B ITgoogle/gemma-4-E2B-it | 131.072K | $0.04 | $0.08 | 2026-04-02 | |||
| Gemini 3.1 Flash Live Previewgoogle/gemini-3.1-flash-live-preview | 131.072K | $0.75 | $4.5 | 2026-03-26 | |||
| MiMo-V2-Omnixiaomi/mimo-v2-omni | 262.144K | $0.14 | $0.28 | 2026-03-18 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| Qwen3.5 35B-A3Balibaba/qwen3.5-35b-a3b | 262.144K | $0.25 | $2 | 2026-02-23 | |||
| Qwen3.5 122B-A10Balibaba/qwen3.5-122b-a10b | 262.144K | $0.4 | $3.2 | 2026-02-23 | |||
| Qwen3.5 27Balibaba/qwen3.5-27b | 262.144K | $0.3 | $2.4 | 2026-02-23 | |||
| Gemini 3.1 Pro Preview Custom Toolsgoogle/gemini-3.1-pro-preview-customtools | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Qwen3.5 397B-A17Balibaba/qwen3.5-397b-a17b | 262.144K | $0.6 | $3.6 | 2026-02-15 | |||
| Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 1.04858M | $0.5 | $3 | 2025-12-17 | |||
| Gemini 3 Pro Previewgoogle/gemini-3-pro-preview | 1.04858M | $0.57 | $3.43 | 2025-11-18 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| Gemini 2.5 Progoogle/gemini-2.5-pro | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite | 1.04858M | $0.1 | $0.4 | 2025-06-17 |