tokevenKnowledge Base
Everything you need to get tracking
Getting Started
Quick start guide
Install the wrapper and start tracking in under two minutes
Installing the Python wrapper
Detailed installation guide for the Tokeven Python SDK
Your first tracked call
Make your first API call through the wrapper and see it in the dashboard
Understanding your dashboard
A tour of the three dashboard views - Spend, Save, Proof - and the pages around them
Dashboards & Analytics
Spend: cost overview and cost drivers
Reading the Overview and Cost Drivers tabs on the Spend dashboard
Model breakdown
See which models your team uses and where to look for cheaper options
Token Metrics explained
Understanding token counts, cache rates, and prompt efficiency
Activity, sessions and team usage
When your team uses AI, and who drives spend
Exporting data (CSV, JSON, API)
Get your data out of Tokeven in any format
SDK & Integration
Python SDK reference
Complete API reference for the Tokeven Python wrapper
Claude Code integration
Price calls before you send them from Claude Code with the Tokeven MCP server
n8n & webhook integrations
Connect Tokeven alerts to Slack, Teams, email, and more
LiteLLM cost tracking
Track every LiteLLM completion with one callback
LangChain cost tracking
Track LangChain LLM calls with a callback handler
OpenAI Agents SDK cost tracking
Track every model call an agent makes with a trace processor
TypeScript SDK
Track Claude, OpenAI, Gemini and Grok calls from Node and edge runtimes
Privacy & Security
Privacy architecture
How Tokeven keeps your prompts private by design
What data leaves your device
A detailed look at the data flow from your machine to Tokeven
Ingest token management
Create, rotate, and revoke your write-only ingest tokens
Optimization & Savings
How pre-query pricing works
See the cost before you run
Model-tier recommendations
How Tokeven suggests the right model for each task
Cache efficiency tips
Maximize cache hits to cut the cost of repeated input
How savings are verified
How we measure and prove the dollars you save
Account & Billing
Team management
Add team members, set roles, and manage access
Understanding gainshare pricing
How our 10% of verified savings model works
API rate limits
The ingest and API rate limits we actually enforce, and the one cap that is plan-dependent
Use Cases
Enterprise AI pipelines and internal models
How companies running chatbots, knowledge hubs, and internal AI tools can cut costs with Tokeven
Reducing chatbot costs without losing quality
A practical guide to cutting AI chatbot spend with model tiering and cache optimization