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AI · alternatives · 2026

24 alternatives to TokenAtlas

Real-time control of AI infrastructure costs

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    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 · its alternatives →

  2. 2

    Count tokens and estimate costs for any AI model

    2024 · tokencounter.co · its alternatives →

  3. 3
    Tokenwise▲143

    A smart LLM proxy that shows where you're overpaying

    Jun 2026 · tokenwisehq.com · its alternatives →

  4. 4

    Discover, optimize & regulate your digital infrastructure

    2024 · forescribe.ai · its alternatives →

  5. 5

    See your LLM token bill before you hit send.

    2025 · tokenomy.ai · its alternatives →

  6. 6
    Edgee▲196

    The AI Gateway that TL;DR tokens

    Feb 2026 · edgee.ai · its alternatives →

  7. 7

    The token management platform for founders, investors, teams

    2023 · tokentable.xyz · its alternatives →

  8. 8
    Finyuus▲81

    A code-first language for durable, governed AI workflows

    Aug 2026 · github.com · its alternatives →

  9. 9

    See what every AI feature costs you — in real time

    Jun 2026 · tokenguards.com · its alternatives →

  10. 10

    Track your users' AI token usage through an API

    2023 · its alternatives →

  11. 11

    AI builders: show what you spent, built, and earned

    Aug 2026 · tokengod.lol · its alternatives →

  12. 12

    Calculate and Optimize AI Token Usage

    2025 · tokendivai.vercel.app · its alternatives →

  13. 13

    Self-hosted AI proxy. Your data never leaves your network.

    Jul 2026 · tokenveil.eu · its alternatives →

  14. 14

    Track and control AI token usage in real time

    May 2026 · chromewebstore.google.com · its alternatives →

  15. 15

    Control AI access, cost, usage, and governance in one place

    Aug 2026 · owlvigil.com · its alternatives →

  16. 16

    Metacloud for FinOps, CloudOps and SecOps

    2024 · cloudverse.ai · its alternatives →

  17. 17

    AI Token and cost observability for developers

    Aug 2026 · tokenuse.ai · its alternatives →

  18. 18

    Helps teams notice repeated AI usage before token get usedup

    Jun 2026 · github.com · its alternatives →

  19. 19

    Thrive in a world of increasing LLM costs

    2025 · tokencrush.ai · its alternatives →

  20. 20

    Cost Intelligence Platform for AWS AI/ML Workloads

    Jul 2026 · mlcostintel.com · its alternatives →

  21. 21

    Autonomous FinOps for Multi-Cloud - in Real Time

    2025 · costimizer.ai · its alternatives →

  22. 22

    Inference infrastructure for AI-native teams. Run, monitor, and optimize production AI workloads with lower cost, faster latency, and dedicated support from Inference.net.

    2024 · inference.net · its alternatives →

  23. 23FT

    Free tool to analyze your server logs and see exactly which AI bots are costing you bandwidth. Works with Nginx, Apache, Cloudflare, and Vercel. Nothing uploaded.

    May 2026 · botcost.dev · its alternatives →

  24. 24

    AI-native banking infrastructure for what’s next

    2025 · finpace.tech · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →