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
Low-latency audio-to-audio model for real-time speech translation across 70+ languages
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
Open MiMo model for multimodal coding agents and long-context automation
Qwen vision-language model for visual reasoning, documents, and agent tasks
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
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
Music generation model for short 30-second clips, loops, and previews from text or image prompts
Music generation model for full-length songs from text or images with vocals and structure
MiMo omni model for text, image, video, audio, and agents
Nemotron multimodal model for visual reasoning and agentic AI workflows
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
Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents
Fast Gemini workhorse for multimodal apps where latency and price matter
Google's proven reasoning model for coding, math, and multimodal analysis
Earlier Gemini Flash workhorse for responsive multimodal apps and tool use
Low-latency Gemini model for high-volume multimodal and agent workloads
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...
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...
A cost-efficient version of GPT Audio. The new snapshot features an upgraded decoder for more natural sounding voices and maintains better voice consistency. Input is priced at $0.60 per million...
Gemini 3.1 Flash Lite is Google’s GA high-efficiency multimodal model optimized for low-latency, high-volume workloads. It supports text, image, video, audio, and PDF inputs, and is designed for lightweight agentic...
Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...
Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...
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...
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 | 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 3.6 Flashgoogle/gemini-3.6-flash | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Gemini Flash-Lite Latestgoogle/gemini-flash-lite-latest | 1.04858M | $0.3 | $2.5 | 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 Live Translate Previewgoogle/gemini-3.5-live-translate-preview | 131.072K | $3.5 | $21 | 2026-06-09 | |||
| 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 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Qwen3.6 27Balibaba/qwen3.6-27b | 262.144K | $0.6 | $3.6 | 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 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 | |||
| Lyria 3 Clip Previewgoogle/lyria-3-clip-preview | 131.072K | — | — | 2026-03-25 | |||
| Lyria 3 Pro Previewgoogle/lyria-3-pro-preview | 131.072K | — | — | 2026-03-25 | |||
| MiMo-V2-Omnixiaomi/mimo-v2-omni | 262.144K | $0.14 | $0.28 | 2026-03-18 | |||
| Nemotron VoiceChatnvidia/nemotron-voicechat | 128K | — | — | 2026-03-16 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| 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 | |||
| Qwen3.5 35B-A3Balibaba/qwen3.5-35b-a3b | 262.144K | $0.25 | $2 | 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 Flash-Litegoogle/gemini-2.5-flash-lite | 1.04858M | $0.1 | $0.4 | 2025-06-17 | |||
| 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 2.0 Flashgoogle/gemini-2.0-flash | 1.04858M | $0.1 | $0.42 | 2024-12-11 | |||
| Gemini 2.0 Flash-Litegoogle/gemini-2.0-flash-lite | 1.04858M | $0.052 | $0.21 | 2024-12-11 | |||
| Google: Gemini 2.5 Pro Preview 05-06google/gemini-2.5-pro-preview-05-06 | 1.04858M | $1.25 | $10 | — | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 1.04858M | $1 | $6 | — | |||
| OpenAI: GPT Audio Miniopenai/gpt-audio-mini | 128K | $0.6 | $2.4 | — | |||
| Google: Gemini 3.1 Flash Lite (batch)google/gemini-3.1-flash-lite:batch | 1.04858M | $0.125 | $0.75 | — | |||
| Thinking Machines: Inkling Small (free)thinkingmachines/inkling-small:free | 1.04858M | Free | Free | — | |||
| Google: Gemini 2.5 Flash (batch)google/gemini-2.5-flash:batch | 1.04858M | $0.15 | $1.25 | — | |||
| Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch | 1.04858M | $0.375 | $1.875 | — | |||
| Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 524.288K | $1 | $4.05 | — |