Coding Model Stack
A Focused Coding Model Stack
We focus our inference capacity on open-source models with strong coding, reasoning, long-context and agent capabilities. Use a focused model stack instead of paying for general-purpose features you do not need.
Qwen / Qwen-Coder
Coding & general reasoning- Context
- 128K to 1M (varies)
Strong coding and multilingual performance.
DeepSeek
Reasoning & coding- Context
- 128K to 1M (varies)
Strong reasoning; check per-model terms.
Nvidia-Nemotron
Long-context coding- Context
- 128K to 1M (varies)
Long-context workloads; verify terms per version.
GLM
Reasoning & coding agents- Context
- 128K to 1M (varies)
Designed for complex reasoning, software engineering and multi-step agent tasks.
Model availability and licensing can change. We select models based on coding quality, context length, latency, hardware fit and commercial-use terms.