AtlasBurn vs Softr

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…

Softr turns spreadsheets and databases into real web apps — client portals, internal tools, directories, membership sites — without code. Connect Airtable, Google Sheets or other sources, assemble pages from pre-built blocks (lists, forms, charts, user accounts, payments), set permissions, and publish.

Its sweet spot is speed-to-useful: a client portal showing each customer only their records, an internal tool where staff update inventory, a gated community with paid membership — each achievable in an afternoon using blocks that already handle authentication, filtering and responsive layout. AI assists with app generation from a description, and integrations (Stripe, Zapier, etc.) extend …