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Introducing Respan Router

Athina AI vs Portkey (2026)

Updated March 10, 2026

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Overview

Rating
10.0 / 10
Rating
10.0 / 10
Product Summary

Athina AI is a monitoring and evaluation platform for production LLM applications.

Product Summary

Portkey provides LLM observability alongside its gateway capabilities, offering detailed logging, metrics, and tracing for LLM API calls. Teams can monitor latency, costs, token usage, and error rates across providers, with request-level debugging and analytics dashboards for production AI applications.

Starting Price
—
Starting Price
$0Per perpetual
Free Trial
No
Free Trial
Yes
Free Version
No
Free Version
No
Website
Website

Strengths and tradeoffs

What each tool does well, and the limitations to keep in mind.

Athina AIAthina AI

Pros

  • Comprehensive platform covering entire AI development lifecycle from prototyping to production
  • 50+ preset evaluations from established providers like Ragas and Guardrails
  • Strong enterprise features including SOC-2 Type 2 compliance and self-hosted deployment
  • Y Combinator-backed with proven clients like Perplexity and Meesho
  • Generous free starter plan with 10k logs/month and unlimited prompts

Cons

  • Small team of 11 employees may limit support capacity for enterprise clients
  • Lack of transparent pricing for Pro and Enterprise plans requiring sales contact
  • Founded in 2022, relatively new compared to more established observability platforms
PortkeyPortkey

Pros

  • Enterprise-scale monitoring (10B requests/month)
  • Sub-40ms overhead
  • Comprehensive analytics and tracing
  • Strong security certifications

Cons

  • Professional tier expensive (USD 2-5k/mo)
  • Open-source has limited features
  • Complex for small teams

Compare Athina AI and Portkey on your own traffic

10KFree traces/mo
1,000+Models
5 minSetup

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.

Try Respan free

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