Local LLM
agent-console
Local-first dashboard of tokens, models, and cost for coding agents.
★ 800 starsMIT
View guide →Track LLM spend per user and feature inside your Rails app — no proxy.
llm_cost_tracker is an open-source easy install project by sergey-homenko (sergey-homenko/llm_cost_tracker on GitHub). It has 44 GitHub stars and 4 forks, is released under the MIT license, and was last updated on GitHub on 4 October 2026.
Include it in your Gemfile and bundle install.
Create the cost-tracking tables in your database.
Label LLM usage by user, feature, or custom tags.
Check per-tag costs and set budgets.
Attribute LLM spend to individual users.
Cap costs by feature or any custom tag.
Cost data stays in your Postgres, no third party.
Tracks calls without rerouting traffic.
Anthropic, DeepSeek, Gemini, and more.
Installs as a gem with migrations.
Include it in your Gemfile.
gem 'llm_cost_tracker'Bundle it and create the tracking tables.
bundle install
rails db:migrateLabel LLM usage in your code per the README.
# see README for the tracking APIIt is an open-source project at sergey-homenko/llm_cost_tracker with 4 forks.
Yes. It is MIT licensed.
No. It tracks spend without sitting in front of your model calls.
Anthropic, DeepSeek, Gemini, and others via Faraday — see the README.
In your own Rails database, via the gem’s migrations.
Local-first dashboard of tokens, models, and cost for coding agents.
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