01
Margin-aware AI SaaS
Map user credits to real inference cost. Route cheap models for bulk tasks, premium models for quality-critical steps.
Comparison
Portkey alternative
for vertical AI teams
Portkey delivers polished gateway and observability for enterprise LLM integrations. ozDNA adds vertical RAG governance, workflow cost attribution, and token economics when you ship domain-specific AI products — not just route API calls.
Feature comparison
Gateway vs vertical AI infrastructure
Fair comparison — choose Portkey when routing and proxy fit is enough. Choose ozDNA when RAG reliability, token economics, and live vertical proof matter. Live proof: TezMakale.
| Capability | Portkey | ozDNA |
|---|---|---|
| Multi-provider LLM routing | Yes | Yes |
| Fallback / retry across models | Yes | Yes |
| Cost per request / workflow | Basic logging | First-class cost engine |
| Usage economics (credits → real LLM spend) | — | Yes |
| Production RAG (chunk, ingest, hybrid retrieval) | — | RAG operating layer |
| Vertical modes (academic, legal, financial) | — | Prompt + corpus per mode |
| Live production vertical AI proof | Varies | TezMakale (live) |
| Deployment model | SaaS / self-host | Managed PaaS (private beta) |
When ozDNA wins
You need more than
a routing proxy.
Production proof
Not a fork — a live product on ozDNA
TezMakale handles real student traffic in Turkey: AI detection, detailed reports, token limits, peak-season spikes.
Evaluating Portkey?
Join early access — mention Portkey on the waitlist. We will map your workflows onto ozDNA.
Get Early AccessPortkey is a separate project; this page compares product fit, not affiliation.