Question 1

When should a team move from LiteLLM to Concentrate?

Accepted Answer

Move when the cost of running LiteLLM is no longer just hosting. If your team is also building spend views, request logs, audit logs, redaction, access controls, provider config, and upgrade workflows, Concentrate can replace that internal maintenance work.

Question 2

Do we lose routing control when we stop self-hosting LiteLLM?

Accepted Answer

No. You can still choose model routes, provider paths, fallbacks, API keys, teams, spend limits, and security settings. The main change is that your team no longer owns the gateway service, upgrades, and reporting layer.

Question 3

How should we test a LiteLLM migration?

Accepted Answer

Replay known requests through LiteLLM and Concentrate, then compare outputs, latency, token counts, errors, and fallback behavior. Move traffic by workload instead of flipping every app in one deploy.

Move from self-hosted LiteLLM to Concentrate

What your team gains with Concentrate

Stop hosting the gateway

Add buyer views

Keep team controls

Frequently asked questions

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