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.
Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at...
Multimodal Kimi model with 1M context and toggleable max-effort thinking for long-horizon agent work
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.
Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, front-end and visual...
Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, front-end and visual...
Strongest Claude Opus model for coding, agents, and professional work
Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...
GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks. It supports text input and output with a 1M-token context window, and improves...
GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks. It supports text input and output with a 1M-token context window, and improves...
Gemini 3.8 Flash is Google's most intelligent Flash model with significant gains from 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
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...
Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows
Gemini 3.6 Flash is a high-efficiency model from Google for coding, agentic workflows, and web and app development. It is designed to produce polished outputs with fewer unnecessary edits and...
Fast Gemini model balancing multimodal reasoning, tool use, and cost
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
Claude model for creative writing, analysis, and controlled agent workflows
Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...
Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...
Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
Grok 4.6 is SpaceXAI's smartest model with frontier performance on coding, knowledge work, and STEM.
Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...
Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...
Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...
Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...
Grok 4.5 is a model from SpaceXAI with frontier performance on coding, knowledge work, and STEM.
Qwen3.8 Max (0803) is the August 3, 2026 checkpoint of Qwen3.8 Max, the flagship model in Alibaba's Qwen3.8 series and the general-availability successor to the Qwen3.8 Max Preview. It is...
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while...
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while...
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...
GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...
Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,...
Everyday Claude agent model for coding, planning, browsing, and general work
Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution
Qwen3.7-Max is the flagship model in Alibaba's Qwen3.7 series. It supports text input and output and is designed for agent-centric workloads, with particular strengths in coding, office and productivity tasks,...
Qwen3.7-Plus is a cost-effective model in Alibaba's Qwen3.7 series. It supports text and image input with text output, building on the series' text capabilities with a comprehensive upgrade to its...
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Open MiMo model for multimodal coding agents and long-context automation
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
Fast Gemini model balancing multimodal reasoning, tool use, and cost
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
GPT-5.5 is OpenAI’s frontier model designed for complex professional workloads, building on GPT-5.4 with stronger reasoning, higher reliability, and improved token efficiency on hard tasks. It features a 1M+ token...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 1359.0 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch | 1354.0 | 1.04858M | $3 | $15 | — | |||
| Kimi K3moonshotai/kimi-k3 | 1354.0 | 1.04858M | $3 | $15 | 2026-07-16 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 1322.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch | 1322.0 | 1M | $5 | $25 | — | |||
| Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 | 1322.0 | 1M | $10 | $50 | — | |||
| Claude Opus 5anthropic/claude-opus-5 | 1320.0 | 1M | $5 | $25 | 2026-07-24 | |||
| Claude Opus 5 (batch)anthropic/claude-opus-5:batch | 1320.0 | 1M | $2.5 | $12.5 | — | |||
| Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch | 1319.0 | 1.04858M | $0.7 | $2.2 | — | |||
| Z.ai: GLM 5.3z-ai/glm-5.3 | 1319.0 | 1.04858M | $1.4 | $4.4 | — | |||
| Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch | 1315.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1315.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch | 1315.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 1315.0 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 1312.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1312.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Z.ai: GLM 5.2 (free)z-ai/glm-5.2:free | 1312.0 | 256K | Free | Free | — | |||
| Claude Fable 5anthropic/claude-fable-5 | 1310.0 | 1M | $10 | $50 | 2026-06-09 | |||
| Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch | 1310.0 | 1M | $5 | $25 | — | |||
| Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7 | 1307.0 | 1M | $5 | $25 | — | |||
| Anthropic: Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batch | 1307.0 | 1M | $2.5 | $12.5 | — | |||
| Z.ai: GLM 5.2z-ai/glm-5.2 | 1307.0 | 202.752K | $0.6 | $2 | — | |||
| Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch | 1307.0 | 1.04858M | $0.7 | $2.2 | — | |||
| SpaceXAI: Grok 4.6x-ai/grok-4.6 | 1306.0 | 500K | $2 | $6 | — | |||
| Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 | 1304.0 | 1M | $5 | $25 | — | |||
| Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch | 1304.0 | 1M | $2.5 | $12.5 | — | |||
| Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch | 1297.0 | 1M | $1.5 | $7.5 | — | |||
| Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 | 1297.0 | 1M | $3 | $15 | — | |||
| SpaceXAI: Grok 4.5x-ai/grok-4.5 | 1296.0 | 500K | $2 | $6 | — | |||
| Qwen: Qwen3.8 Max (0803)qwen/qwen3.8-max | 1295.0 | 1M | $2 | $6 | — | |||
| Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch | 1291.0 | 1.04858M | $0.075 | $0.25 | — | |||
| Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash | 1291.0 | 1.04858M | $0.15 | $0.5 | — | |||
| MoonshotAI: Kimi K2.7 Code (batch)moonshotai/kimi-k2.7-code:batch | 1290.0 | 262.144K | $0.95 | $4 | — | |||
| Z.ai: GLM 5.1z-ai/glm-5.1 | 1290.0 | 200K | $0.966 | $3.036 | — | |||
| Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch | 1289.0 | 1M | $1 | $5 | — | |||
| Claude Sonnet 5anthropic/claude-sonnet-5 | 1289.0 | 1M | $2 | $10 | 2026-06-30 | |||
| MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 1285.0 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| Qwen: Qwen3.7 Maxqwen/qwen3.7-max | 1285.0 | 1M | $1.475 | $4.425 | — | |||
| Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | 1282.0 | 1M | $0.32 | $1.28 | — | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1282.0 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1282.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1279.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1279.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| Z.ai: GLM 5 Turboz-ai/glm-5-turbo | 1278.0 | 202.752K | $1.2 | $4 | — | |||
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 1275.0 | 1.04858M | $0.75 | $4.5 | — | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1275.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| MiniMax: MiniMax M3 (free)minimax/minimax-m3:free | 1274.0 | 1.04858M | Free | Free | — | |||
| MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 1271.0 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3minimax/minimax-m3 | 1271.0 | 524.288K | $0.3 | $1.2 | — | |||
| OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch | 1269.0 | 1.05M | $2.5 | $15 | — |