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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.

What is Kilo Gateway?

Kilo Gateway acts as a multifaceted AI inference channel, enabling developers to submit requests for Large Language Models (LLMs) to numerous providers through a unified endpoint, which allows access to a wide array of hosted and open models without needing to alter their applications for different services. It facilitates smooth interactions with models from renowned providers such as Anthropic, OpenAI, and Mistral, while also supporting bring-your-own-key configurations that allow teams to leverage their existing provider credentials within a unified platform. The gateway is built to integrate seamlessly with standard AI SDKs, making it easy for developers to change providers without any disruption to their integration surface. By efficiently handling routing complexities and load balancing between direct providers and external gateways, it significantly improves system resilience and availability. Moreover, the Auto Model feature adeptly channels each request to the most appropriate model, ensuring that routing decisions, model performance, and usage metrics are clear and manageable for the end-users. This capability not only simplifies the development process but also offers adaptability as the field of AI models continues to progress, thereby ensuring that developers can stay at the forefront of innovation. Ultimately, Kilo Gateway provides a robust solution that caters to the evolving needs of developers in the dynamic AI landscape.

Media

Media

Integrations Supported

Anthropic
OpenAI
Python
Claude
Claude Opus 4.8
DeepSeek
GPT-4
Gemini
Go
Groq
Mistral AI
Node.js
Ruby
Vercel

Integrations Supported

Anthropic
OpenAI
Python
Claude
Claude Opus 4.8
DeepSeek
GPT-4
Gemini
Go
Groq
Mistral AI
Node.js
Ruby
Vercel

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

$19 per month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

PromptUnit

Company Location

United States

Company Website

www.promptunit.ai/

Company Facts

Organization Name

Kilo

Date Founded

2025

Company Location

United States

Company Website

kilo.ai/gateway

Categories and Features

Categories and Features

Popular Alternatives

Popular Alternatives

No Alternatives
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