Open-source alternative · AI Local Inference
Replace OpenAI API with vLLM + Open Models.
OpenAI API: hosted inference
vLLM for high-throughput LLM serving with PagedAttention. Run open models (Llama, Mistral, Qwen) on your own GPU servers. No per-token fees.
Today's licence price
2 tiers. OpenAI API (hosted inference)'s prices.
Vendor-advertised pricing converted to ZAR, 10-user estimate. Pick the tier closest to what your team is on today.
Enterprise and negotiated pricing varies. Book a free audit for your exact number.
Five years on the books
What the spend looks like compounding.
OpenAI API grows around 10% per year on average. vLLM + Open Models hosting stays flat. Watch the gap open up.
Five-year cumulative saving
R1.58M
Salesforce alone, single tool, 50 users. Stack multiple tools and the maths compounds harder.
How this migration runs
OpenAI API (hosted inference) → vLLM + Open Models, in four moves.
Audit
Workflows, customisations, integrations, users. Mapped against the OSS feature set.
Plan
Migration sequence, rollback path, parallel-run schedule. You approve every step before we move.
Migrate
Stream the data, verify checksums, replay the audit trail. Both stacks run side by side until cutover passes every test.
Operate
Documentation in your repo, monitoring on your infra. We stay on as the team that maintains and grows it.
Same category
Other ai local inference migrations.
Running one of these alongside? Same migration shop covers both.
Check the project
Migrate OpenAI API.
Keep the money.
Free audit. 30 minutes. We map your current setup, surface the real licence costs, and show you the migration in time and rand.