Lunary vs Portkey
Compare Lunary with Portkey, now PRISMA AIRS AI Gateway: conversation review and prompt workflows alongside gateway routing and observability.
$20 per user / month. Payment required to activate your workspace.
Lunary is our pick when the task is improving an assistant’s answers. PRISMA AIRS AI Gateway serves the routing and request-control layer.
Choose Lunary
Connect customer conversations to feedback and agent runs.
Choose the gateway
Centralize provider access, retries and routing policies.
Keep both roles clear
Observability and traffic control can be separate decisions.
At a glance
| Workflow | Lunary | PRISMA AIRS AI Gateway |
|---|---|---|
| Review an interaction | Conversation replay with linked agent runs | Request logs, traces and metadata |
| Capture a reaction | Feedback on messages or runs | Weighted feedback linked to trace IDs |
| Make a change | Prompt templates, drafts and playground | Routing configs, fallbacks and cache policies |
| Primary buying question | Can the team explain and improve the reply? | Can we govern and route provider requests? |
See your workflow in Lunary.
Explore conversations, traces and prompt versions with our team.
Debug the experience your user had
Lunary records messages, custom events and feedback, then reconciles them with model and agent calls. That gives engineering and product reviewers a concrete interaction to discuss before changing prompts.
Evaluate traffic controls separately
Portkey is now PRISMA AIRS AI Gateway. Current documentation includes conditional routing, caching, fallbacks, retries and request analytics. It also supports feedback; the difference is the workflow you are buying, not the presence of a feedback API.
Start with one assistant
Use Lunary to investigate a reply that passed infrastructure checks but failed the user’s goal. Review the trace, share a prompt draft and compare outputs. Retain required gateway controls while you evaluate this quality-review workflow.
Questions & answers
Why does this page use the Portkey name?
Portkey is now PRISMA AIRS AI Gateway. The comparison uses current gateway documentation and retains the familiar search name.
Does Portkey lack observability?
No. The current gateway provides logs, tracing, analytics, metadata and feedback.
Can Lunary replace my failover rules?
Do not remove gateway failover based on this comparison. Lunary’s case here is conversation review, tracing and prompt iteration.
By Lunary · Documentation reviewed Sep 20, 2026
Sources & methodology (8)
Based on vendor documentation, not an independent benchmark or hands-on rating. Features and plans can change.
Bring your next AI issue to Lunary.
Follow the conversation. Find the cause. Test the fix.
$20 per user / month. Payment required to activate your workspace.