/costs?tab=models) under Monitor. Every connected ClickHouse database is seeded with 14 providers and a large built-in model catalog (90+ models). You can edit any price, add custom providers and models, import/export pricing JSON, and point the OpenLIT SDK at a public pricing URL so ingest-time cost tracking stays in sync with the UI.
Those prices power Configuration (Auto Pricing and manual recalculation), Analytics, cost columns in telemetry, OpenGround comparisons, and Otter’s message cost estimates.
Open Monitor → Costs → Manage models. (/manage-models redirects here.) Toolbar actions (Add Provider, SDK Usage, Import, Export) are icon-only with tooltips.
Providers
Add or edit LLM providers (Provider ID, display name, Vault requirement)
Models
Browse, edit, add, or delete models and per-1M-token pricing
Import and export
Import Pricing JSON or Export Pricing for backup and sync
SDK pricing URL
Copy the public SDK Pricing URL and wire it into openlit.init()
Built-in providers
Out of the box you get: OpenAI, Anthropic, Google AI, Mistral AI, Groq, Perplexity, Azure OpenAI, Cohere, Together AI, Fireworks AI, DeepSeek, xAI, Hugging Face, and Replicate. Model lists change as the catalog is updated - treat Manage models itself as the source of truth for what is installed in your database.API reference
Authenticated Manage Models APIs and the public SDK export are documented under API Reference → Manage Models. Feature pages link there for request shapes and examples instead of duplicating code samples.Frequently asked questions
How does OpenLIT calculate cost from these prices?
How does OpenLIT calculate cost from these prices?
It multiplies each span’s input and output token counts by that model’s input and output price per 1M tokens from Manage models.
Can I add a custom or self-hosted model?
Can I add a custom or self-hosted model?
Yes. Add a provider if needed, then add a model with your own Model ID and pricing - or bulk-import via Import Pricing JSON.
Does Default vs Custom matter for pricing?
Does Default vs Custom matter for pricing?
Default means the model was seeded by OpenLIT; Custom means you added it. Both are fully editable and used the same way for cost tracking.
Configuration
Backfill or refresh gen_ai.usage.cost from Manage models prices
OpenGround
Compare models side-by-side using the same provider catalog