What hardware do I need?
Hardware that delivers the experience you want — not just loads the model
Pick the model and describe the workload. We rate every machine in the database for that exact workload and group them by whether they meet your target.
1 · Model
Quantization
2 · Use case
Agentic coding
Chat & writing
Coding
Documents & research
Multimodal
Automation & serving
3 · Tool & runtime
Tool: OpenCode
Runtime
4 · Workload
Context
Project size, agent behaviour, other apps
Coding style
Repository sizeRepository size is a signal for retrieval and prompt-processing load — the whole repo never goes into the context.
How does the agent behave?
What else do you normally run while coding?This memory is subtracted before the model is considered. Very important on 16–32 GB machines.
5 · Desired experience
6 · Budget & vendors (optional)
Prices are approximate launch prices for the whole system.
USD max
GLM-5.3 (753B-A40B) · Agentic coding / medium repository
Target: comfortable · 0 machines meet it
Meets your comfortable target (0)
Cheapest first.
No machine in the database meets this target. Try a smaller model, shorter context or a lighter workload.
Meets the acceptable target (1)
Usable, with noticeable compromises for this workload.
Can run, but below your target (1)
The model loads, but the experience falls short for this workload.
Cannot run (126)
Not enough usable memory, or no compatible runtime.