Martian vs Portkey (2026)
Updated March 10, 2026
Overview
Martian is an intelligent model router that automatically selects the best LLM for each request based on the prompt content, required capabilities, and cost constraints. Using proprietary routing models, Martian optimizes for quality and cost simultaneously, helping teams reduce LLM spend while maintaining or improving output quality.
Portkey is an open-source AI gateway, now Palo Alto Networks' Prisma AIRS AI Gateway. Compare its pricing, features, pros and cons, and alternatives.
Key features
Core capabilities each platform advertises.
- Intelligent model routing based on prompt type
- Automatic quality optimization
- Cost-performance tradeoff management
- Transparent routing decisions
- OpenAI-compatible API
- Unified API across major providers
- Retries, fallbacks, and load balancing
- Simple and semantic caching
- Deterministic and LLM guardrails
- Request logs with cost and latency analytics
Strengths and tradeoffs
What each tool does well, and the limitations to keep in mind.
Pros
- Developer-friendly platform
- Production-ready
- Good performance
- Active development
Cons
- Enterprise pricing varies
- Setup complexity
- Learning curve
Pros
- Open-source, self-hostable gateway
- Routing, caching, and guardrails in one gateway
- Requests keep flowing past the free log limit
- RBAC and semantic caching on the $49 Production plan
Cons
- Now part of Palo Alto Networks as Prisma AIRS AI Gateway
- Three-day log retention on the free plan
- Requests past the log cap go unrecorded on the free plan
- Semantic caching and LLM guardrails require Production
Martian or Portkey — which should you choose?
Choose Martian if you wantChoose if you want
- Automatic model selection for optimal quality
- Cost optimization without sacrificing output quality
- Routing different task types to specialized models
- Reducing latency through smart provider selection
Choose Portkey if you wantChoose if you want
- Multi-provider failover and load balancing
- Cutting cost through caching
- Guardrails on production traffic
- Centralized LLM access management
Compare Martian 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 1,000+ models through one gateway.
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