LiteLLM vs Portkey
Updated March 10, 2026
Overview
LiteLLM is an open-source LLM proxy that translates OpenAI-format API calls to 100+ LLM providers. It provides a standardized interface for calling models from Anthropic, Google, Azure, AWS Bedrock, and dozens more. LiteLLM is popular as a self-hosted gateway with features like spend tracking, rate limiting, and team management.
Portkey is an AI gateway that provides a unified API for 200+ LLMs with built-in reliability features including automatic retries, fallbacks, load balancing, and caching. The platform includes observability with detailed request logs, cost tracking, and performance analytics. Portkey also offers guardrails, access controls, and virtual keys for managing LLM usage across teams.
Key features
Core capabilities each platform advertises.
- Open-source LLM proxy
- OpenAI-compatible API for 100+ providers
- Budget management and rate limiting
- Self-hostable
- Automatic retries and fallbacks
- AI gateway with 200+ models
- Automatic retries and fallbacks
- Semantic caching
- Guardrails and content filtering
- Detailed cost and latency analytics
Strengths and tradeoffs
What each tool does well, and the limitations to keep in mind.
Pros
- Free open-source core with MIT license
- Unified interface to 100+ LLM providers
- 18k+ GitHub stars with strong community
- Trusted by major enterprises
Cons
- Hidden operational costs (USD 200-500/mo infrastructure)
- Production latency overhead (20-40ms typical)
- Enterprise features require USD 30k annual fee
- Operational burden for self-hosting teams
Pros
- Massive scale—10B requests monthly with 99.9999% uptime
- Comprehensive observability and analytics
- Dedicated support even during POC phase
- Strong security certifications (SOC2, ISO27001)
Cons
- Real-world latency (20-40ms) higher than claimed
- Benchmarks show competitors 228% faster
- Complex feature set overwhelming for new users
- High pricing for smaller teams
LiteLLM or Portkey — which should you choose?
Choose LiteLLM if you wantChoose if you want
- Self-hosted LLM gateway for data control
- Standardizing LLM access across teams
- Budget enforcement per team or project
- Provider migration without code changes
- Open-source LLM infrastructure
Choose Portkey if you wantChoose if you want
- Enterprise LLM deployment with reliability
- Multi-provider failover and load balancing
- Cost reduction through semantic caching
- Implementing safety guardrails in production
- Centralized LLM access management
Compare LiteLLM and Portkey on your own traffic
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.