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Alternatives

Products that do what Are we measuring AI ROI the wrong way? does

Teams track tokens and costs but not actual business value

  1. 1

    Prove ROI and see if your AI spend is actually paying off

    May 2026 · waydev.co

  2. 2

    Measure the full AI SDLC. From token to production.

    Apr 2026 · waydev.co

  3. 3

    Count tokens and estimate costs for any AI model

    2024

  4. 4

    Find profitable crypto investments and filter out scams

    2020

  5. 5

    Build the semantic layer that makes AI analytics trustworthy

    Mar 2026 · metabase.com

  6. 6
    AI Spend232

    Avoid surprises by monitoring OpenAI costs

    2023

  7. 7

    Understand how your product onboarding is performing

    2023

  8. 8IB

    Hey HN: Kaveh here, the founder of https://www.usage.ai/ We help companies drive down AWS EC2 spend. Why? Because the way it's done now is a pain. DevOps and Software Engineers end up spending time managing costs rather than focusing on business problems. Previous to founding Usage, I worked on high-performance computing research at JP Morgan Chase and as a software engineer at a number of smaller startups. Here's how it works: We are typically brought in by a DevOps manager to cut AWS EC2 costs. The app is entirely self-service and the savings are generated automatically,…

    2022 · usage.ai

  9. 9
    Analytics108

    Know thy startup: metrics & triggers for growth

    2020

  10. 10

    Outcome Billing and Payments Infrastructure for AI Agents

    Dec 2025

  11. 11

    Measures AI impact across engineering teams

    May 2026 · hackerpulse.com

  12. 12

    Find out if your idea is worth the time and money to build

    Apr 2026 · ismyideaanygood.vercel.app

  13. 13

    AI Value Management for proving AI ROI

    Jun 2026 · netlift.app

  14. 14WB

    Hey HN: Kaveh here, founder of https://www.usage.ai/ We help companies drive down AWS, GCP, and Azure spend. Why? Because the way it's done now is a pain. DevOps and Software Engineers end up spending time managing costs rather than focusing on business problems. I have been building Usage AI for almost 4 years now (4 year anniversary in 1 month from now!) with an incredible group of founding people. We started as a product just to help lower AWS EC2 costs, and now we do all major AWS services (such as RDS, OpenSearch, ElastiCache, and Redshift with more on the way) and other…

    2024

  15. 15

    See what your company actually spends on AI, by team

    26d ago · token-track-clear.lovable.app

  16. 16TT

    I use multiple AI tools for work and also my side projects, and the annoying part was to track my costs and token usage across tools. Everytime I had to visit each tool and its respective usage setting to check it and I was losing patience and also was getting hit by surprise limits Now I know that there are already free/open-source trackers for Cursor or Claude usage, and they are useful if that is all you need. My problem is broader as I wanted one small place to see tokens, spend, subscriptions and limits across the AI tools I actually use. I was really tired of switching tabs and…

    Jul 2026 · lifehacksgermany.com

  17. 17

    AI ROI Calculator

    Jul 2026 · aiessentials.us

  18. 18CT

    Hi HN community, We're developing a free tool that aims to help founders and product teams estimate the costs of developing an MVP versus a full-scale product. Here's the gist: 1. You input a description of your idea into our AI Estimator. 2. It provides you with two estimates: one for an MVP and another for a complete product. We're sharing it here because we value the critical and insightful feedback that the HN community is known for. The tool is in its early stages, and we're looking to refine its accuracy and user experience. If you have a moment, please try it out:…

    2023 · allcancode.com

  19. 19

    Stop guessing your AI costs

    May 2026 · costlens.kipps.ai

  20. 20CL
  21. 21

    AI API pricing, tokens, budgeting, and cost optimization

    28d ago · khayyamshah2007.blogspot.com

  22. 22

    Hire developers or use an AI agent?

    Apr 2026 · isahumancheaper.damjanski.com

  23. 23SD

    Hey HN! I am a FE dev who is working at a software agency and im making 2-3 estimates per week. Creating estimates is painfull manual proccess, where you have to read a lot of .docx like RFP, SRS etc. This was really tiring for me Also in agency where im working we make estimates in google spreadsheets which is another pain, trying to drag something, copy, duplicate can really mess up the whole layout So i just wanted tool that can just automate this a bit. I just started researching and I couldnt find anything good enough for my usecase. So I made a tool for creating estimates with AI. I…

    2025 · devtimate.com

  24. 24

    50+ engineering metrics for AI-accelerated teams. No guesses

    Feb 2026

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