Google's flagship reasoning model for complex software engineering, deep math and science, and long-horizon autonomous agents
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
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.
StepFun's next-generation flagship base model for coding and professional knowledge work, with native text, image, and video input and a 1M-token context window
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
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
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Newer StepFun flash model for faster agents, coding, and multimodal prompts
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Gemini 4 Argongoogle/gemini-4-argon | 52.6 | 1.04858M | $2 | $10 | 2026-10-13 | |||
| Muse Spark 1.3meta/muse-spark-1.3 | 48.1 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| Step 5 Previewstepfun/step-5-preview | 43.7 | 1M | $1.046 | $2.989 | 2026-09-16 | |||
| Kimi K3moonshotai/kimi-k3 | 43.6 | 1.04858M | $3 | $15 | 2026-07-16 | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 40.9 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 39.6 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 39.6 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 34.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 33.7 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 33.6 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 25.8 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 22.2 | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 19.5 | 256K | $0.202 | $1.211 | 2026-05-29 |