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
Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.
Near-Astra performance for complex coding, computer use, and professional work at a lower cost.
Google's flagship reasoning model for complex software engineering, deep math and science, and long-horizon autonomous agents
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.
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
Default frontier GPT for coding, computer use, research, and knowledge work
Reasoning-first Gemini preview for agentic coding and complex problem solving
Earlier Kimi frontier model for long-context agents, coding, and multimodal work
Sparse mixture-of-experts reasoning model with 23B active parameters for coding and agentic workflows
Open MoE flagship with million-token context for coding and long agent runs
Agent-ready GPT for coding and computer-use workflows at a lower cost
New Gemini flash lane bringing frontier-style multimodal reasoning to cheaper runs
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
Google's proven reasoning model for coding, math, and multimodal analysis
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Codex GPT for repository edits, code review, and practical software agents
Small GPT-5 for responsive agents, coding help, and everyday automation
Fast Gemini workhorse for multimodal apps where latency and price matter
Tiny GPT-5 lane for routing, extraction, classification, and bulk jobs
Long-lived GPT workhorse for coding, instruction following, and production apps
Deliberate o-series reasoner for hard math, coding, and multi-step analysis
Affordable GPT-4.1 lane for fast coding help and structured extraction
Fast o-series model for compact reasoning, coding, and tool use
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
| 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 | |||
| Muse Spark Openmeta/muse-spark-open | 1320.0 | 1.04858M | $1.25 | $4.25 | 2026-10-15 | |||
| GPT-6.1 Solopenai/gpt-6.1-sol | 1320.0 | 1.05M | $2 | $10 | 2026-09-29 | |||
| Gemini 4 Argongoogle/gemini-4-argon | 1314.0 | 1.04858M | $2 | $10 | 2026-10-13 | |||
| 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 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1267.0 | 262.144K | $0.95 | $4 | 2026-04-20 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1266.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1262.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| 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 | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 1248.0 | 262.144K | $0.375 | $2 | 2026-01-27 | |||
| Beam 1.0 501B A23Breflection/beam-1.0-501b-a23b | 1242.0 | 1.04858M | $0.24 | $0.98 | 2026-10-05 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 1234.0 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| GPT-5.4openai/gpt-5.4 | 1218.0 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 1196.0 | 1.04858M | $0.5 | $3 | 2025-12-17 | |||
| 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 | |||
| Gemini 2.5 Progoogle/gemini-2.5-pro | 1165.0 | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| GPT-5.3 Codexopenai/gpt-5.3-codex | 1161.0 | 400K | $1.75 | $14 | 2026-02-05 | |||
| GPT-5.1 Codexopenai/gpt-5.1-codex | 1160.0 | 400K | $1.07 | $8.5 | 2025-11-13 | |||
| GPT-5 Miniopenai/gpt-5-mini | 1125.0 | 400K | $0.25 | $2 | 2025-08-07 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 1113.0 | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| GPT-5 Nanoopenai/gpt-5-nano | 1101.0 | 400K | $0.05 | $0.4 | 2025-08-07 | |||
| GPT-4.1openai/gpt-4.1 | 1037.0 | 1.04758M | $2 | $8 | 2025-04-14 | |||
| o3openai/o3 | 1036.0 | 200K | $2 | $8 | 2025-04-16 | |||
| GPT-4.1 miniopenai/gpt-4.1-mini | 997.0 | 1.04758M | $0.4 | $1.6 | 2025-04-14 | |||
| o4-miniopenai/o4-mini | 985.0 | 200K | $1.1 | $4.4 | 2025-04-16 | |||
| 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 |