Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and deep codebase understanding across the repos developers...
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Native multimodal GLM model for efficient coding and long-horizon agent tasks
Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
2.4-trillion-parameter MoE flagship for coding, professional work, multimodal understanding, and long-horizon agentic 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...
Open-weight experimental preview of the Qwen4 architecture: hybrid-attention MoE (125B total, 6B active) with vision encoder for coding, agent tasks, and image and video understanding
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Meta: Muse Spark Openmeta/muse-spark-open | 61.0 | 1.04858M | $1.25 | $4.25 | 2026-10-15 | |||
| GLM-5.3-Flashzhipuai/glm-5.3-flash | 55.3 | 1M | $0.12 | $0.418 | 2026-08-26 | |||
| StepFun: Step 3.7 Flashstepfun/step-3.7-flash | 47.2 | 256K | $0.2 | $1.15 | 2026-05-29 | |||
| Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 44.4 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Qwen3.8 Maxalibaba/qwen3.8-max | 43.6 | 1M | $2 | $6 | 2026-08-03 | |||
| Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | 40.2 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Qwen3.8 Flash Nextalibaba/qwen3.8-flash-next | 35.9 | 262.144K | $0.1 | $0.2 | 2026-08-27 |