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What is flo2?

Flo2 acts as both a gateway and a router, linking users to top-tier AI model providers like OpenAI, Anthropic, Groq, Cerebras, and DeepInfra through a single, cohesive API that aligns with OpenAI's standards. By leveraging intelligent routing capabilities, it efficiently identifies the most economical or fastest model for each request. Ensuring reliability, automatic fallback features uphold application performance even during provider outages. The racing mode function allows for the concurrent processing of requests across different providers, significantly boosting efficiency. Users can track costs comprehensively, with detailed breakdowns available for each request, model, and project. Developers can also integrate their own provider keys on flo2.com, and the testing tier from RapidAPI provides free tokens for initial assessments. This streamlined integration is designed to facilitate the development process while optimizing performance and reducing costs, ultimately enhancing user experience. Furthermore, Flo2's capabilities foster innovation by allowing developers to experiment with various models effortlessly.

What is PromptUnit?

PromptUnit acts as an intermediary for AI inference, efficiently reducing AI costs by connecting applications with various AI service providers without requiring any changes to existing code. Teams can simply swap the base URL while keeping the same SDK, endpoints, response parsing, and error handling, which allows PromptUnit to manage routing, failover, cost tracking, and quality evaluation seamlessly. It carefully logs every interaction with the API, capturing important details such as the model used, features selected, user segments, token counts, latency, and associated costs, providing instantaneous insights into AI spending before any routing changes are made. In its observation mode, PromptUnit diligently tracks traffic patterns, shadow-classifies incoming requests, anticipates potential savings, and elucidates routing decisions, enabling teams to see projected savings prior to enabling live routing. Once activated, Smart Routing effectively categorizes tasks to route each request to the most economical model that adheres to predefined quality benchmarks. Furthermore, PromptUnit enhances its functionality with features such as prompt compression, protection against token inflation, prompt efficiency scoring, semantic request caching, and multi-model consensus, all contributing to improved performance. By adopting this all-encompassing strategy, organizations can significantly enhance their AI efficiency while maintaining tight control over their financial resources. Ultimately, this innovative solution empowers teams to make informed decisions about their AI usage and budget management.

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Integrations Supported

Anthropic
Groq
OpenAI
Cerebras

Integrations Supported

Anthropic
Groq
OpenAI
Claude
DeepSeek
GPT-4
Gemini
Go
Node.js
Python
Ruby

API Availability

Has API

API Availability

Has API

Pricing Information

0
Free Version

Pricing Information

Free
Free until PromptUnit saves you money. Then 20% of what it saves, billed weekly. The first $5 of savings is free. Nothing if it saves nothing.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Data Products LLP

Date Founded

2026

Company Location

United Kingdom

Company Website

flo2.com

Company Facts

Organization Name

PromptUnit

Date Founded

2026

Company Location

Israel

Company Website

www.promptunit.ai/

Categories and Features

LLM Routers

Not specified

Categories and Features

AI Inference

Not specified

AI Tools

Not specified

LLM Routers

Not specified

Popular Alternatives

Popular Alternatives

Pioneer Reviews & Ratings

Pioneer

Pioneer.ai