Unify

Unify

WebsiteFree TrialLarge Language Models (LLMs)AI Developer Tools
Unify is a fully hackable LLMOps platform that provides a unified API and custom interfaces for logging, evaluating, monitoring and optimizing LLM applications across different providers.
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Unify

Product Information

Updated:Jun 16, 2025

Unify Monthly Traffic Trends

Unify received 12.7k visits last month, demonstrating a Slight Growth of 6.5%. Based on our analysis, this trend aligns with typical market dynamics in the AI tools sector.
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What is Unify

Unify is an innovative platform designed to simplify and optimize Large Language Model (LLM) deployment and management. Founded in 2022 and based in London, UK, Unify aims to cut through the complexity of the LLM landscape by providing developers with a standardized way to access and manage multiple LLM providers through a single API. The platform enables both technical and non-technical users to build custom interfaces for logging, evaluations, guardrails, labeling, tracing, agents, human feedback, and optimization of their LLM applications.

Key Features of Unify

Unify is a unified LLM operations platform that helps developers and businesses optimize their use of large language models. It provides a single API to access multiple LLM providers, custom interfaces for monitoring and evaluation, dynamic routing to select the best model for each prompt, and tools for benchmarking performance across different models. The platform focuses on simplifying LLM deployment while maximizing efficiency, cost-effectiveness, and output quality.
Unified API Access: Single API and standard prompting syntax to access all LLMs across different providers, eliminating the need for multiple accounts and APIs
Custom Interface Builder: Modular components to build custom dashboards for logging, evaluation, guardrails, tracing, and monitoring LLM applications
Dynamic Model Routing: Automatically routes prompts to the most suitable LLM based on quality, speed, and cost requirements
Performance Benchmarking: Built-in tools to compare and evaluate different models' performance, with transparent benchmarking across providers

Use Cases of Unify

Enterprise AI Development: Large companies like Awin use Unify to deploy and evaluate AI features across their platform serving thousands of brands and partners
RAG System Optimization: Developers can trace and debug complex agentic RAG systems involving multiple sequential LLM calls
Cost Optimization: Organizations can reduce costs by automatically routing simpler prompts to smaller, cheaper models while using powerful models like GPT-4 only when necessary

Pros

Simplifies LLM integration and management with a unified API
Offers significant cost optimization through smart model routing
Provides extensive customization and monitoring capabilities

Cons

Some features are still in beta/development
May require technical expertise to fully utilize all features

How to Use Unify

Install Unify: Install Unify using pip: pip install unifyai
Set up API access: Get a single API key from Unify that provides access to all supported LLM providers (OpenAI, Anthropic, Mistral, etc.)
Log your data: Use unify.log() to start logging your LLM interactions and data that you want to analyze
Create custom interface: Build custom dashboards and interfaces using Unify's basic building blocks to visualize exactly what you need for your specific use case
Configure model routing: Set up preferences for quality, speed, and cost to let Unify automatically route prompts to the most suitable LLM
Add evaluations: Use the @unify.traced decorator to define custom evaluation functions for testing LLM responses
Monitor performance: Use the custom dashboards to monitor LLM performance, costs, latency and other metrics in real-time
Iterate and optimize: Based on the insights from monitoring, iterate on your prompts, model selection, and other parameters to optimize performance

Unify FAQs

Unify is a fully hackable LLMOps platform that allows developers to build custom interfaces for logging, evaluations, guardrails, labelling, tracing, agents, human feedback, optimization and other AI application needs.

Analytics of Unify Website

Unify Traffic & Rankings
12.7K
Monthly Visits
#1603578
Global Rank
#1481
Category Rank
Traffic Trends: Feb 2025-May 2025
Unify User Insights
00:00:26
Avg. Visit Duration
2.18
Pages Per Visit
43.16%
User Bounce Rate
Top Regions of Unify

  1. US: 24.73%

  2. IN: 12.57%

  3. GB: 9.18%

  4. CA: 6.52%

  5. DE: 5.71%

  6. Others: 41.29%

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