Running endlesstokens as a service, Model Hosting Gateways

Endless Tokens Agency Implementation, Fixed-Rate Coding Agent Retainers

Learn how to package unlimited token passes into flat-rate retainers for development clients using Endless Tokens' time-based pricing model. This course covers pass selection strategy, client onboarding with OpenAI-compatible endpoints, et:auto model routing configuration, and margin optimization across 1-hour, 1-day, and 3-day pass tiers.

Open the decision record for endlesstokens

What does running endlesstokens for clients commit you to?

Published figures for this service. Blank fields are not published.

Monthly tool cost
Not published as a monthly plan, vendor sells 1-hour, 1-day, and 3-day time passes; lowest pass price must be read from pricing_tiers.
Time to first value
Not published
Payback
Not modeled
Guided implementation
16 hours

Is endlesstokens worth running as a client service?

The evidence supports a narrow managed adoption service around endlesstokens' unlimited-token time passes and OpenAI/Anthropic-compatible endpoints for coding agents, with the endlesstokens brand staying visible. Client price, labor cost, overhead, and expected volume are not supplied, so ROI and margin remain unknown.

An agency-fit judgement for reselling this service. It is separate from the tool description on the decision record.

Before you start

What has to be in place before the first client engagement.

Tools and subscriptions

  • Account API key from endlesstokens
  • Base URL https://api.endlesstokens.ai/v1 configured in a supported coding agent (Aider, Cline, Claude Code, Codex, Kilo, OpenCode, or Roo)
  • A purchased 1-hour, 1-day, or 3-day time pass
  • OpenAI Chat Completions, Responses, or Anthropic Messages client with custom base-URL support
  • GSTIN details if the client requires GST invoices

People and inputs

  • Secrets management for one API key per account/person, since accounts are not multi-tenant
  • Internal registry to track pass expiry, seat-to-key mapping, and two-parallel-session limits
  • Acceptance-test scripts for et:auto routing and up-to-five-image inputs, because prompts are not stored
  • A delivery process for standing up endlesstokens as a managed service with the endlesstokens brand visible

Estimated investment: Vendor cost basis: lowest published pass price must be read from pricing_tiers (entry tier). Client price, labor cost, and setup fees are Not modeled.

Lessons in this course

6 lessons on running endlesstokens for clients.

  1. 01Why endlesstokens Turns Unpredictable Agent Usage Into a Fixed Agency Cost LineStrategy
  2. 02endlesstokens Rule: Buy Passes Only When a Client Workflow Is Ready to RunEvaluation Rule
  3. 03endlesstokens: Buy vs Skip (Agency Agent Workflows)Decision Framework
  4. 04The endlesstokens Clock-Start Trap: Why Agencies Burn Paid Pass Windows Before Delivery BeginsFailure Pattern
  5. 05endlesstokens Agent-Assisted Development Retainer (5-7 days)Implementation Blueprint
  6. 06endlesstokens Pass Procurement and Key Provisioning (Onboarding)Operating Procedure

Included with the course

6 working documents for delivering this service.

  • Coding Agent Retainer Pricing Worksheetworksheet
  • Client Onboarding SOP for Aider and Cline Integrationsop
  • Pass Selection Decision Tree by Workload Typeguide
  • API Key and Base URL Configuration Checklistchecklist
  • Monthly Pass Bundle Proposal Templatetemplate
  • Token Consumption Tracking and Upsell Trigger Sheetworksheet

Listed by name. These documents are not yet published as individual downloads.