Models

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.

Reasoning-first Gemini preview for agentic coding and complex problem solving

Fast Gemini model balancing multimodal reasoning, tool use, and cost

Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

Multimodal Kimi workhorse for agent loops, coding tasks, and visual context

Open MiMo model for multimodal coding agents and long-context automation

Earlier Kimi frontier model for long-context agents, coding, and multimodal work

Newer StepFun flash model for faster agents, coding, and multimodal prompts

Low-latency Gemini model for high-volume multimodal and agent workloads

Fast Gemini workhorse for multimodal apps where latency and price matter