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.
Multimodal Kimi model with 1M context and toggleable max-effort thinking for long-horizon agent work
Near-Astra performance for complex coding, computer use, and professional work at a lower cost.
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.
Strongest Claude Opus model for coding, agents, and professional work
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows
Claude model for creative writing, analysis, and controlled agent workflows
Everyday Claude agent model for coding, planning, browsing, and general work
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution
Open MiMo model for multimodal coding agents and long-context automation
Default frontier GPT for coding, computer use, research, and knowledge work
Reasoning-first Gemini preview for agentic coding and complex problem solving
Open MoE flagship with million-token context for coding and long agent runs
Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio
Agent-ready GPT for coding and computer-use workflows at a lower cost
Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work
Reliable GPT generation for broad coding, writing, and tool-assisted product work
Sharper GPT-5 generation for coding, product work, and tool-assisted tasks
Original GPT-5 workhorse for reasoning, coding, writing, and tool workflows
Tencent Hy reasoning model for coding, instruction following, and agent tasks
Upstage's flagship model, specialized for agentic use
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Muse Glimmer is a 30-billion-parameter open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark for always-on local agents, tool use, coding, and image understanding.
Small GPT-5 for responsive agents, coding help, and everyday automation
DeepSeek chat model for instruction following, coding, and analysis
Thinking Kimi model for slower research passes, planning, and hard technical questions
September 2025 Kimi K2 instruction update with a 256K context and improved agentic coding
Tiny GPT-5 lane for routing, extraction, classification, and bulk jobs
Low-latency Gemini model for high-volume multimodal and agent workloads
Kimi model for long-context chat, coding, and agentic reasoning
Long-lived GPT workhorse for coding, instruction following, and production apps
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Affordable GPT-4.1 lane for fast coding help and structured extraction
Tiny GPT-4.1 option for classification, routing, and very high-volume tasks
Open GPT reasoning model for self-hosted agents and controllable deployments
Open GPT reasoning model for self-hosted agents and controllable deployments
Omni-era GPT for multimodal chat, practical coding, and general assistants
Flagship model for demanding analysis, coding, and production agent workflows
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 1355.0 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| Kimi K3moonshotai/kimi-k3 | 1334.0 | 1.04858M | $3 | $15 | 2026-07-16 | |||
| GPT-6.1 Solopenai/gpt-6.1-sol | 1320.0 | 1.05M | $2 | $10 | 2026-09-29 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 1311.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Claude Opus 5anthropic/claude-opus-5 | 1308.0 | 1M | $5 | $25 | 2026-07-24 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1302.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1299.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 1299.0 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Claude Fable 5anthropic/claude-fable-5 | 1294.0 | 1M | $10 | $50 | 2026-06-09 | |||
| Claude Sonnet 5anthropic/claude-sonnet-5 | 1273.0 | 1M | $2 | $10 | 2026-06-30 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1269.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 1265.0 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1264.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| GPT-5.5openai/gpt-5.5 | 1255.0 | 1.05M | $5 | $30 | 2026-04-23 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1251.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 1234.0 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| Inklingthinkingmachines/inkling | 1223.0 | 1.04858M | $1.87 | $4.68 | 2026-07-15 | |||
| GPT-5.4openai/gpt-5.4 | 1218.0 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| DeepSeek V4 Flashdeepseek/deepseek-v4-flash | 1206.0 | 1M | $0.15 | $0.6 | 2026-04-24 | |||
| GPT-5.2openai/gpt-5.2 | 1193.0 | 400K | $1.75 | $14 | 2025-12-11 | |||
| GPT-5.1openai/gpt-5.1 | 1185.0 | 400K | $1.25 | $10 | 2025-11-13 | |||
| GPT-5openai/gpt-5 | 1184.0 | 400K | $1.25 | $10 | 2025-08-07 | |||
| Hy3tencent/hy3 | 1180.0 | 256K | $0.066 | $0.26 | 2026-07-06 | |||
| Solar Pro 4upstage/solar-pro4 | 1176.0 | 524.288K | $0.3 | $1.2 | 2026-08-06 | |||
| GPT-5.3 Codexopenai/gpt-5.3-codex | 1161.0 | 400K | $1.75 | $14 | 2026-02-05 | |||
| Muse Glimmer 30Bmeta/muse-glimmer-30b | 1147.0 | 131.072K | $0.2 | $0.8 | 2026-08-10 | |||
| GPT-5 Miniopenai/gpt-5-mini | 1125.0 | 400K | $0.25 | $2 | 2025-08-07 | |||
| DeepSeek Chatdeepseek/deepseek-chat | 1118.0 | 1M | $0.15 | $0.6 | 2025-12-01 | |||
| Kimi K2 Thinkingmoonshotai/kimi-k2-thinking | 1113.0 | 262.144K | $0.4 | $2.5 | 2025-11-06 | |||
| Kimi K2 Instruct 0905moonshotai/kimi-k2-0905 | 1107.0 | 262.144K | $0.6 | $2.5 | 2025-09-05 | |||
| GPT-5 Nanoopenai/gpt-5-nano | 1101.0 | 400K | $0.05 | $0.4 | 2025-08-07 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1081.0 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| Kimi K2 0711moonshotai/kimi-k2 | 1050.0 | 131.072K | $0.4 | $1.8 | 2025-07-11 | |||
| GPT-4.1openai/gpt-4.1 | 1037.0 | 1.04758M | $2 | $8 | 2025-04-14 | |||
| Mercury 2inception/mercury-2 | 1035.0 | 128K | $0.25 | $0.75 | 2026-02-24 | |||
| GPT-4.1 miniopenai/gpt-4.1-mini | 997.0 | 1.04758M | $0.4 | $1.6 | 2025-04-14 | |||
| GPT-4.1 nanoopenai/gpt-4.1-nano | 971.0 | 1.04758M | $0.1 | $0.4 | 2025-04-14 | |||
| GPT OSS 120Bopenai/gpt-oss-120b | 966.0 | 131.072K | $0.03 | $0.17 | 2025-08-05 | |||
| GPT OSS 20Bopenai/gpt-oss-20b | 852.0 | 131.072K | $0.018 | $0.09 | 2025-08-05 | |||
| GPT-4oopenai/gpt-4o | 831.0 | 128K | $2.5 | $10 | 2024-05-13 | |||
| Nova Pro 1.0amazon/nova-pro-v1 | 796.0 | 300K | $0.799 | $3.196 | 2024-12-05 |