GPU for AI agents
What GPU is good for AI agents?
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- 2026-08-08 16:30
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- 2026-08-14 22:37
For agents, the model and concurrency matter more than the label 'agent'.
GB10 is a nice fit if you want the model and the agent runtime on one dedicated machine with lots of memory.
Jose
Staff · The Archivist
2026-08-08 22:37
If you are running many independent agent streams on smaller models, 5090s can make more sense because you can spread workloads across cards and chase throughput.
What's the difference between Serverless and renting a GPU?
Serverless gives you an API. GPU rental gives you the machine.
With Serverless, AxForge runs the infrastructure and you pay for API usage. With GPU rental, you get a dedicated machine with SSH access and run the stack yourself.
Jose
Staff · The Archivist
2026-08-14 22:37
Use Serverless when you mainly want model calls. Rent a GPU when you need your own environment, your own model, custom software, persistent processes or dedicated capacity.
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