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AI · alternatives · 2026

24 alternatives to Edgee

The AI Gateway that TL;DR tokens

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites.

  1. 1

    We built an open-source proxy that sits between coding agents (Claude Code, OpenClaw, etc.) and the LLM, compressing tool outputs before they enter the context window. Demo: https://www.youtube.com/watch?v=-vFZ6MPrwjw#t=9s. Motivation: Agents are terrible at managing context. A single file read or grep can dump thousands of tokens into the window, most of it noise. This isn't just expensive — it actively degrades quality. Long-context benchmarks consistently show steep accuracy drops as context grows (OpenAI's GPT-5.4 eval goes from 97.2% at 32k to 36.6% at 1M…

    Mar 2026 · github.com · its alternatives →

  2. 2
    Antimetal▲318

    Use AI to save up to 75% on your AWS bill

    2023 · antimetal.com · its alternatives →

  3. 3

    LLMs price comparison tool developed and updated by LLM

    2024 · ailesson.io · its alternatives →

  4. 4
    Tokenwise▲143

    A smart LLM proxy that shows where you're overpaying

    Jun 2026 · tokenwisehq.com · its alternatives →

  5. 5

    Connect LLM chats directly to your file system

    2025 · its alternatives →

  6. 6

    See your LLM token bill before you hit send.

    2025 · tokenomy.ai · its alternatives →

  7. 7

    Safest way to save the AI token costs

    2025 · twotrim.com · its alternatives →

  8. 8

    Compression API that reduces prompt size by 40-60% before sending to your LLM. Your API key never leaves your environment.

    Feb 2026 · agentready.cloud · its alternatives →

  9. 9

    Run GPT-OSS, Qwen, Llama, and DeepSeek through one OpenAI-compatible API with streaming and clear usage-based pricing.

    May 2026 · adola.app · its alternatives →

  10. 10

    Thrive in a world of increasing LLM costs

    2025 · tokencrush.ai · its alternatives →

  11. 11

    Trim your AI prompts. Same answer, 40% fewer tokens.

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

  12. 12

    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 · its alternatives →

  13. 13

    Cut your LLM Token Costs by 65%

    Jul 2026 · supercompress.dev · its alternatives →

  14. 14

    Free real-time, low latency lossless LLM prompt compression

    2025 · promptfold.web.app · its alternatives →

  15. 15

    hi. i'm dulra. i strongly believe in moving humanity forward. we're at a tipping point: ai-driven applications are generating hundreds of millions of prompts daily, costing organizations millions in token fees and creating governance nightmares. every wasted word compounds at scale—across chatbots, summarizers, code assistants, and virtual agents—making prompt efficiency not just a nice-to-have, but a strategic imperative. by treating prompts as first-class assets, we can drive down llms usage costs by up to 60%, eliminate compliance risks, and unlock new multi-model workflows that keep us…

    2025 · prompt-efficiency-suite.lovable.app · its alternatives →

  16. 16

    An AI Cost Optimization Infrastructure for LLM Applications

    Mar 2026 · getpromptly.in · its alternatives →

  17. 17

    Compress agent messages to reduce LLM token cost

    May 2026 · github.com · its alternatives →

  18. 18

    The context manager and skills library for marketing teams

    Apr 2026 · promptr.ai · its alternatives →

  19. 19

    One API. Lowest token prices.

    Jul 2026 · videorouter.sh · its alternatives →

  20. 20

    Enterprise AIOS Gateway & Semantic Cache to Stop Token Bleed

    Jun 2026 · tokenlens.co.in · its alternatives →

  21. 21

    Trim unnecessary code, save AI tokens, and reduce API costs.

    Aug 2026 · token-trim.vercel.app · its alternatives →

  22. 22

    Cut LLM Costs 30-80% 2-Minute Setup.

    Dec 2025 · costbase.ai · its alternatives →

  23. 23

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

    Jul 2026 · tokenveil.eu · its alternatives →

  24. 24

    Recently I found myself spending too much time testing edge cases when building LLM agents. Re-running the same case over and over again really kills the vibe and takes the fun out of building. As Andrej Karpathy (and others) have said, it should really be called “context engineering” rather than prompt engineering. Writing instructions is the easy part. The hard part is providing the right context and tools while staying within context window limits. And evaluation is the slowest step. That’s the main purpose of Promposer: to handle evaluations for you, so you can focus on improving prompts…

    2025 · promposer.ai · 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 →