AccInt vs AtlasBurn

AccInt (Accreted Intelligence) is a local "Work Model" for AI coding agents. It sits underneath the agent you already use, such as Claude Code, Codex, OpenCode or Cursor, and keeps an accountable record of the agent's work on hardware you control.

AccInt tracks open promises (what the agent said it would do), evidence, approval gates and outcome credit, and turns successful runs into reusable runtimes, so the same kind of task gets better and cheaper each time it runs. When someone asks "why did the agent do that?", the reasoning and evidence are already written down. It needs no account and no API key, and everything stays on your machine.

Good fit if you: run AI coding agents on repeated…

AtlasBurn is a cost-monitoring tool for teams that build on large language model APIs. It tracks spend and token usage across OpenAI, Anthropic and Google Gemini in real time, forecasts what your bill will be, and lets you set budget guardrails that stop runaway spending before the invoice arrives.

It is built for the problems that hit AI-native apps as they scale: retry storms where one timeout triggers cascading calls, expensive models being used for simple requests, and agent workflows that quietly multiply the number of model calls. AtlasBurn surfaces these patterns so engineering and finance can see where the money goes.

Pricing: AtlasBurn is free during its beta, with no credit c…