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.
Strongest Claude Opus model for coding, agents, and professional work
Claude model for creative writing, analysis, and controlled agent workflows
Multimodal Kimi model with 1M context and toggleable max-effort thinking for long-horizon agent work
Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows
Reasoning-first Gemini preview for agentic coding and complex problem solving
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.
Fast Gemini model balancing multimodal reasoning, tool use, and cost
October 17 update of DeepSeek V4.1 Flash with improved reasoning, coding, agentic tasks, and visual understanding
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Default frontier GPT for coding, computer use, research, and knowledge work
Open agentic MoE model (397B total, 17B active) for coding, tool use, and research workflows
Agent-ready GPT for coding and computer-use workflows at a lower cost
Everyday Claude agent model for coding, planning, browsing, and general work
Original GPT-5 workhorse for reasoning, coding, writing, and tool workflows
Official DeepSeek V4 Flash release with enhanced agentic capabilities and integrated DSpark speculative decoding
Inception's diffusion reasoning model for chat, multi-step problem solving, and tool use
Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Open MiMo model for multimodal coding agents and long-context automation
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work
Earlier Kimi frontier model for long-context agents, coding, and multimodal work
Sharper GPT-5 generation for coding, product work, and tool-assisted tasks
Open MoE flagship with million-token context for coding and long agent runs
Reliable GPT generation for broad coding, writing, and tool-assisted product work
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio
Small GPT-5 for responsive agents, coding help, and everyday automation
Newer StepFun flash model for faster agents, coding, and multimodal prompts
Largest Nemotron 3 model for maximum open-weight reasoning and agent accuracy
Low-latency Gemini model for high-volume multimodal and agent workloads
May 2025 DeepSeek R1 update with improved mathematics, coding, and reasoning
Hybrid-reasoning DeepSeek model with thinking and non-thinking modes, sparse attention, and tool-use
Fast Gemini workhorse for multimodal apps where latency and price matter
Reasoning-optimized 398B MoE agent model with extended thinking for long-horizon and multi-turn tool use
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Coding-optimized GPT model for repository edits, reviews, and agentic software work
DeepSeek chat model for instruction following, coding, and analysis
DeepSeek chat model for instruction following, coding, and analysis
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 1323.0 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| Claude Opus 5anthropic/claude-opus-5 | 1309.0 | 1M | $5 | $25 | 2026-07-24 | |||
| Claude Fable 5anthropic/claude-fable-5 | 1303.0 | 1M | $10 | $50 | 2026-06-09 | |||
| Kimi K3moonshotai/kimi-k3 | 1302.0 | 1.04858M | $3 | $15 | 2026-07-16 | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 1294.0 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1285.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1283.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 1283.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1254.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| DeepSeek V4.1 Flash 1017deepseek/deepseek-v4.1-flash-1017 | 1238.0 | 1M | $0.15 | $0.6 | 2026-10-17 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1234.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| GPT-5.5openai/gpt-5.5 | 1234.0 | 1.05M | $5 | $30 | 2026-04-23 | |||
| Nex-N2-Pronex-agi/nex-n2-pro | 1223.0 | 262.144K | $0.5 | $2.5 | 2026-06-02 | |||
| GPT-5.4openai/gpt-5.4 | 1195.0 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| Claude Sonnet 5anthropic/claude-sonnet-5 | 1192.0 | 1M | $2 | $10 | 2026-06-30 | |||
| GPT-5openai/gpt-5 | 1189.0 | 400K | $1.25 | $10 | 2025-08-07 | |||
| DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731 | 1185.0 | 1M | $0.035 | $0.07 | 2026-07-31 | |||
| Mercury 3inception/mercury-3 | 1183.0 | 1M | $0.1 | $0.35 | 2026-10-16 | |||
| MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 1183.0 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1182.0 | 262.144K | $0.95 | $4 | 2026-04-20 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1180.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1177.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| DeepSeek V4 Flashdeepseek/deepseek-v4-flash | 1156.0 | 1M | $0.15 | $0.6 | 2026-04-24 | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 1150.0 | 262.144K | $0.375 | $2 | 2026-01-27 | |||
| GPT-5.1openai/gpt-5.1 | 1149.0 | 400K | $1.25 | $10 | 2025-11-13 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 1140.0 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| GPT-5.2openai/gpt-5.2 | 1139.0 | 400K | $1.75 | $14 | 2025-12-11 | |||
| GPT-5.3 Codexopenai/gpt-5.3-codex | 1129.0 | 400K | $1.75 | $14 | 2026-02-05 | |||
| Inklingthinkingmachines/inkling | 1108.0 | 1.04858M | $1 | $4.05 | 2026-07-15 | |||
| GPT-5 Miniopenai/gpt-5-mini | 1091.0 | 400K | $0.25 | $2 | 2025-08-07 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 1083.0 | 256K | $0.202 | $1.211 | 2026-05-29 | |||
| Nemotron 3 Ultra 550B A55Bnvidia/nemotron-3-ultra-550b-a55b | 1070.0 | 1M | $0.1 | $0.1 | 2026-06-04 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1053.0 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| DeepSeek R1 0528deepseek/deepseek-r1-0528 | 1039.0 | 163.84K | $0.2 | $0.8 | 2025-05-28 | |||
| DeepSeek V3.2deepseek/deepseek-v3.2 | 1033.0 | 128K | $0.209 | $0.31 | 2025-12-01 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 1020.0 | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| Trinity Large Thinkingarcee-ai/trinity-large-thinking | 1017.0 | 524.288K | $0.25 | $0.8 | 2026-04-01 | |||
| Mercury 2inception/mercury-2 | 998.0 | 128K | $0.25 | $0.75 | 2026-02-24 | |||
| GPT-5.1 Codex miniopenai/gpt-5.1-codex-mini | 978.0 | 400K | $0.22 | $1.8 | 2025-11-13 | |||
| DeepSeek Chatdeepseek/deepseek-chat | 977.0 | 1M | $0.15 | $0.6 | 2025-12-01 | |||
| DeepSeek V3.1deepseek/deepseek-chat-v3.1 | 967.0 | 163.84K | $0.19 | $0.79 | 2025-08-21 |