Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Strong GLM coding model for agentic engineering, terminals, and repository generation
Open Gemma instruction model for efficient chat and self-hosted deployments
Earlier Qwen multimodal workhorse for million-token agent and document tasks
StepFun flash model for efficient multimodal reasoning, coding, and tool use
Open Gemma instruction model for efficient chat and self-hosted deployments
Open Gemma instruction model for efficient chat and self-hosted deployments
Largest Gemma 4 instruction model for open, self-hosted chat and reasoning
Reasoning-optimized 398B MoE agent model with extended thinking for long-horizon and multi-turn tool use
Fast GLM vision model for screenshots, documents, and multimodal agent tasks
High-quality, low-latency Live API model for real-time dialogue and voice-first AI applications
Nemotron model for efficient reasoning, coding, and specialized AI agents
Open MiniMax flagship for coding agents, office automation, and complex environments
Low-latency M2.7 variant for interactive coding plans and agent loops
MiMo omni model for text, image, video, audio, and agents
Earlier MiMo Pro model for multimodal agents, reasoning, and code tasks
Strong small GPT for coding subagents, quick tool use, and high-volume work
Cheapest GPT-5.4 lane for simple routing, extraction, and bulk automation
Nemotron multimodal model for visual reasoning and agentic AI workflows
Faster GLM-5 lane for coding agents that need lower latency
Efficient Mistral model for fast chat, extraction, and production assistants
Fast Mistral production model for chat, extraction, and cost-sensitive agents
Nemotron middle tier for collaborative agents and high-volume reasoning workloads
Grok model for agentic tool use, reasoning, coding, and live assistance
Reasoning Grok for document-heavy analysis and long-horizon tool use
More exact GPT-5.4 tier for demanding professional reasoning and agent tasks
Agent-ready GPT for coding and computer-use workflows at a lower cost
Low-latency Gemini model for high-volume multimodal and agent workloads
Chat-tuned GPT model for conversational assistance, writing, and tool workflows
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
Qwen vision-language model for visual reasoning, documents, and agent tasks
Qwen instruction model for multilingual chat, reasoning, and tool use
Reasoning-first Gemini preview for agentic coding and complex problem solving
Advanced Gemini model for complex reasoning, coding, and multimodal analysis
Efficient Indian-language reasoning model for chat, coding, and multilingual work
Claude workhorse for coding agents, careful analysis, and production cost control
Qwen vision-language model for visual reasoning, documents, and agent tasks
Large open Qwen multimodal MoE for visual agents and long technical tasks
Cost-efficient ByteDance Seed 2.0 model for production chat, analysis, and structured generation
Flagship ByteDance Seed 2.0 model for complex multimodal reasoning and long-horizon agent workflows
Lightweight ByteDance Seed 2.0 model for low-latency multimodal reasoning and high-volume tasks
ByteDance Seed coding model for multimodal software engineering and long-running agents
High-speed MiniMax model for low-latency coding and agent workflows
General GLM flagship for coding, analysis, and tool-heavy engineering workflows
Prior MiniMax coding model for agent workflows, office edits, and automation
High-end Claude for difficult coding, planning, and slower expert reasoning
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Coding-optimized GPT model for repository edits, reviews, and agentic software work
| Model | Creator | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|
| Muse Spark 1.1meta/muse-spark-1.1 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| GLM-5.1zhipuai/glm-5.1 | 200K | $1.4 | $4.4 | 2026-04-07 | |||
| Gemma 4 26B A4B ITgoogle/gemma-4-26b-a4b-it | 262.144K | $0.042 | $0.22 | 2026-04-02 | |||
| Qwen3.6 Plusalibaba/qwen3.6-plus | 1M | $0.5 | $3 | 2026-04-02 | |||
| Step 3.5 Flash 2603stepfun/step-3.5-flash-2603 | 256K | $0.1 | $0.3 | 2026-04-02 | |||
| 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 | |||
| Gemma 4 31B ITgoogle/gemma-4-31b-it | 262.144K | $0.09 | $0.34 | 2026-04-02 | |||
| Trinity Large Thinkingarcee-ai/trinity-large-thinking | 524.288K | $0.25 | $0.9 | 2026-04-01 | |||
| GLM-5V-Turbozhipuai/glm-5v-turbo | 200K | $5 | $22 | 2026-04-01 | |||
| Gemini 3.1 Flash Live Previewgoogle/gemini-3.1-flash-live-preview | 131.072K | $0.75 | $4.5 | 2026-03-26 | |||
| Nemotron Cascade 2 30B A3Bnvidia/nemotron-cascade-2-30b-a3b | 256K | — | — | 2026-03-24 | |||
| MiniMax-M2.7minimax/MiniMax-M2.7 | 204.8K | $0.3 | $1.2 | 2026-03-18 | |||
| MiniMax-M2.7-highspeedminimax/MiniMax-M2.7-highspeed | 204.8K | $0.6 | $2.4 | 2026-03-18 | |||
| MiMo-V2-Omnixiaomi/mimo-v2-omni | 262.144K | $0.14 | $0.28 | 2026-03-18 | |||
| MiMo-V2-Proxiaomi/mimo-v2-pro | 1.04858M | $0.435 | $0.87 | 2026-03-18 | |||
| GPT-5.4 miniopenai/gpt-5.4-mini | 400K | $0.75 | $4.5 | 2026-03-17 | |||
| GPT-5.4 nanoopenai/gpt-5.4-nano | 400K | $0.2 | $1.25 | 2026-03-17 | |||
| Nemotron VoiceChatnvidia/nemotron-voicechat | 128K | — | — | 2026-03-16 | |||
| GLM-5-Turbozhipuai/glm-5-turbo | 200K | $0.9 | $3.7 | 2026-03-16 | |||
| Mistral Small (latest)mistral/mistral-small-latest | 256K | $0.15 | $0.6 | 2026-03-16 | |||
| Mistral Small 4mistral/mistral-small-2603 | 256K | $0.15 | $0.6 | 2026-03-16 | |||
| Nemotron 3 Super 120B A12Bnvidia/nemotron-3-super-120b-a12b | 262.144K | $0.2 | $0.8 | 2026-03-11 | |||
| Grok 4.20 (Non-Reasoning)xai/grok-4.20-0309-non-reasoning | 1M | $1.25 | $2.5 | 2026-03-09 | |||
| Grok 4.20 (Reasoning)xai/grok-4.20-0309-reasoning | 1M | $1.25 | $2.5 | 2026-03-09 | |||
| GPT-5.4 Proopenai/gpt-5.4-pro | 1.05M | $30 | $180 | 2026-03-05 | |||
| GPT-5.4openai/gpt-5.4 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| GPT-5.3 Chat (latest)openai/gpt-5.3-chat-latest | 128K | $1.75 | $14 | 2026-03-03 | |||
| Qwen3.5 Flashalibaba/qwen3.5-flash | 1M | $0.029 | $0.287 | 2026-02-23 | |||
| Qwen3.5 27Balibaba/qwen3.5-27b | 262.144K | $0.3 | $2.4 | 2026-02-23 | |||
| Qwen3.5 122B-A10Balibaba/qwen3.5-122b-a10b | 262.144K | $0.4 | $3.2 | 2026-02-23 | |||
| Qwen3.5 35B-A3Balibaba/qwen3.5-35b-a3b | 262.144K | $0.25 | $2 | 2026-02-23 | |||
| Qwen3.5 9Balibaba/qwen3.5-9b | 262.144K | $0.04 | $0.15 | 2026-02-23 | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Gemini 3.1 Pro Preview Custom Toolsgoogle/gemini-3.1-pro-preview-customtools | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Sarvam 30Bsarvam/sarvam-30b | 128K | $0.02 | $0.1 | 2026-02-18 | |||
| Claude Sonnet 4.6anthropic/claude-sonnet-4-6 | 1M | $3 | $15 | 2026-02-17 | |||
| Qwen3.5 Plusalibaba/qwen3.5-plus | 1M | $0.4 | $2.4 | 2026-02-16 | |||
| Qwen3.5 397B-A17Balibaba/qwen3.5-397b-a17b | 262.144K | $0.6 | $3.6 | 2026-02-15 | |||
| Seed 2.0 Litebytedance-seed/seed-2.0-lite | 256K | $0.089 | $0.534 | 2026-02-14 | |||
| Seed 2.0 Probytedance-seed/seed-2.0-pro | 256K | $0.475 | $2.375 | 2026-02-14 | |||
| Seed 2.0 Minibytedance-seed/seed-2.0-mini | 256K | $0.03 | $0.297 | 2026-02-14 | |||
| Seed 2.0 Codebytedance-seed/seed-2.0-code | 262.144K | $0.4 | $2.4 | 2026-02-14 | |||
| MiniMax-M2.5-highspeedminimax/MiniMax-M2.5-highspeed | 204.8K | $0.6 | $2.4 | 2026-02-13 | |||
| GLM-5zhipuai/glm-5 | 204.8K | $1 | $3.2 | 2026-02-12 | |||
| MiniMax-M2.5minimax/MiniMax-M2.5 | 204.8K | $0.3 | $1.2 | 2026-02-12 | |||
| Claude Opus 4.6anthropic/claude-opus-4-6 | 1M | $5 | $25 | 2026-02-05 | |||
| GPT-5.3 Codexopenai/gpt-5.3-codex | 400K | $1.75 | $14 | 2026-02-05 | |||
| GPT-5.3 Codex Sparkopenai/gpt-5.3-codex-spark | 128K | $1.75 | $14 | 2026-02-05 |