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Products that do what AiCostNest does

Estimate LLM API costs before launching AI features

  1. 1

    Generate software cost, time, features, user story & sitemap

    2024

  2. 2

    Calculate and compare the cost of the latest LLM APIs

    2024

  3. 3TP

    Hey HN! Tokencost is a utility library for estimating LLM costs. There are hundreds of different models now, and they all have their own pricing schemes. It’s difficult to keep up with the pricing changes, and it’s even more difficult to estimate how much your prompts and completions will cost until you see the bill. Tokencost works by counting the number of tokens in prompt and completion messages and multiplying that number by the corresponding model cost. Under the hood, it’s really just a simple cost dictionary and some utility functions for getting the prices right. It also accounts for…

    2024 · github.com

  4. 4

    Measure the full AI SDLC. From token to production.

    Apr 2026 · waydev.co

  5. 5
    CostGPT109

    Calculate cost & timeline for software development using AI

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  6. 6
    AiPrice96

    API for calculating OpenAI LLM tokens and pricing

    2023

  7. 7PP

    The LLM providers are constantly adding new models and updating their API prices. Anyone building AI applications knows that these prices are very important to their bottom line. The only place I am aware of is going to these provider's individual website pages to check the price per token. To solve this inconvenience I spent a few hours making pricepertoken.com which has the latest model's up-to-date prices all in one place. Thinking about adding image models too especially since you have multiple options (fal, replicate) to use the same model and the prices are not always the same.

    2025 · pricepertoken.com

  8. 8
    LLM Stats308

    Compare API models by benchmarks, cost & capabilities

    Oct 2025

  9. 9

    Estimate and optimize your AI API costs.

    Apr 2026 · aicostlabs.com

  10. 10

    Stop guessing your AI costs

    May 2026 · costlens.kipps.ai

  11. 11

    See your LLM token bill before you hit send.

    2025

  12. 12CL
  13. 13

    Count tokens and estimate costs for any AI model

    2024

  14. 14FT
  15. 15CD

    We launched Infracost on HN five years ago (https://news.ycombinator.com/item?id=26064588) where our CLI generated cost estimates for infra-as-code, e.g. "this Terraform PR adds $400/mo". The idea was to shift cloud costs (FinOps) left, so engineers get visibility of costs before deployment and make better decisions. Earlier this year we started seeing agent traffic in our logs and it looked like coding agents were calling our CLI. But that CLI wasn't designed with coding agents in mind. We went down a philosophical rabbit hole to see if a CLI is even needed anymore given…

    Jun 2026 · cost.dev

  16. 16

    Aggregate uptime monitoring across OpenAI, Claude, and more

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  17. 17

    Free personalized estimation of budget and features with AI

    2024

  18. 18FF

    I started leaning in on AI heavily this year, as I wanted to get more done autonomously, but then my token usage climbed dramatically to the point where my weekly quota would run out before the end of the week, sometimes a couple of days into the week. I realised I had to do something about it else I'd have to double my spend. So I decided to start tracking my cost per task type. This revealed that a lot of my spend went to searches/scans or simple things like scouting tasks. I then decided to turn this into a simple CLI tool that can be used to read your OpenAI-style logs locally, and…

    Jul 2026 · github.com

  19. 19
    Calcis2

    Know what your LLM calls cost before you make them.

    Apr 2026 · calcis.dev

  20. 20

    AI cost calculator — compare GPT-5, Claude & Gemini pricing

    Aug 2026 · llmeconomics.app

  21. 21

    Model your AI agent costs before you build

    May 2026 · calibrait.ai

  22. 22
    Basal8

    Know what your AI-built project costs before you build it

    Jun 2026 · trybasal.com

  23. 23

    Calculate LLM tokens & costs before you send

    Jan 2026

  24. 24

    Track AI cost and profit for every customer

    Aug 2026 · aicosttrack.com

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