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About

OpenCompress is an open source AI optimization layer designed to reduce the cost, latency, and token usage of large language model interactions by compressing both input prompts and generated outputs without significantly affecting quality. It works as a drop-in middleware that sits in front of any LLM provider, allowing developers to use models like GPT, Claude, Gemini, and others while automatically optimizing every request behind the scenes. It focuses on reducing token waste through a multi-stage pipeline that includes techniques such as code minification, dictionary aliasing, and structured compression of repeated content, enabling more efficient use of context windows and lowering computational overhead. It is model-agnostic and integrates seamlessly with any provider that supports an OpenAI-compatible API, meaning developers can adopt it without changing their existing workflows or infrastructure.

About

PromptUnit is an AI inference proxy that reduces AI costs automatically by sitting between an app and its AI providers with no code changes required. Teams swap the base URL, keep the same SDK, endpoints, response parsing, and error handling, then PromptUnit handles routing, failover, cost tracking, and quality validation. It logs every API call by model, feature, user segment, token count, latency, and cost, giving real-time visibility into where AI spend is going before any routing changes go live. In observation mode, PromptUnit watches traffic, shadow-classifies requests, forecasts savings, and explains routing decisions so teams can see exact savings before enabling live routing. Once enabled, Smart Routing uses task classification to route each request to the cheapest model that clears the configured quality bar. PromptUnit also includes prompt compression, token inflation defense, prompt efficiency scoring, semantic request caching, and multi-model consensus.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and AI teams who want to reduce LLM costs and latency by automatically compressing prompts and responses without changing their existing workflows

Audience

AI product, engineering, and platform teams that need to reduce inference costs, track usage, and route model calls intelligently without rewriting their production stack

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

OpenCompress
United States
www.opencompress.ai/

Company Information

PromptUnit
United States
www.promptunit.ai/

Alternatives

Alternatives

Pioneer

Pioneer

Pioneer.ai
UPX

UPX

UPX Cybersecurity
Router

Router

Ramp

Categories

Categories

AI Inference Supported
AI Tools Supported
LLM Routers Supported

Integrations

Claude Supported
DeepSeek Supported
Gemini Supported
OpenAI Supported
Amazon SageMaker Supported
Anthropic Not Supported
Claude Code Supported
Cohere Supported
GPT-4 Not Supported
Go Not Supported
Google Cloud Platform Supported
Grok Supported
Groq Not Supported
Meta AI Supported
MiniMax Supported
Mistral AI Supported
Node.js Not Supported
Python Not Supported
Qwen Supported
Ruby Not Supported

Integrations

Claude Supported
DeepSeek Supported
Gemini Supported
OpenAI Supported
Amazon SageMaker Not Supported
Anthropic Supported
Claude Code Not Supported
Cohere Not Supported
GPT-4 Supported
Go Supported
Google Cloud Platform Not Supported
Grok Not Supported
Groq Supported
Meta AI Not Supported
MiniMax Not Supported
Mistral AI Not Supported
Node.js Supported
Python Supported
Qwen Not Supported
Ruby Supported
Claim OpenCompress and update features and information
Claim OpenCompress and update features and information
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Claim PromptUnit and update features and information