Buyer guide · updated October 12, 2026
ModelMinder vs AI Gateways
Gateways keep you alive when a model dies. ModelMinder makes sure you knew 60 days ahead and already migrated.
If you're choosing between an AI gateway (Portkey, Helicone, Cloudflare AI Gateway) and ModelMinder, here's the honest answer: they're not the same tool. This page answers the buyer's real question — what each one does, what each one costs, and when you need both.
What each one is for
| AI gateways (Portkey, Helicone, Cloudflare) | ModelMinder | |
|---|---|---|
| The problem | A model dies in production. Route around it now: fallbacks, retries, load balancing across providers. | A model will die in 60 days. Warn the team now, benchmark the replacements, migrate calmly. |
| When it acts | At runtime, after the failure. | Proactively, before the failure. |
| What you get | One API across 1,600+ models, observability, caching, guardrails, governance. | A retirement radar for the models your app depends on, per-model alerts, and one-click migration evals that prove the replacement on your prompts. |
| Integration | SDK / proxy — sits in your request path. | None in your request path. Alert-based; no code change, no added latency. |
| Pricing shape | Metered — bills scale with traffic and log volume. | Flat — $19/mo Indie / $49/mo Team. No per-log metering, no overage surprises. |
The pricing contrast, honestly
Portkey's paid Production tier is $49/mo with 100k recorded logs included, plus $9 per additional 100k requests — its billing unit is recorded logs, not requests (third-party-reported figures; prices last checked 2026-10-12). That's fair value when you need its logs, governance, and caching. But it means your bill moves with your traffic: a chat product that goes viral pays for the privilege.
ModelMinder Indie is $19/mo flat. No log metering, no overages, no bill anxiety. It's 60% cheaper than Portkey's paid entry — because it's a different, narrower job: the radar, the alerts, and the migration proof. We don't meter anything, because there's nothing to meter.
What gateways don't do (and don't claim to)
Gateways are a runtime answer to a problem that starts months earlier. Fallbacks route around a 404 — they don't tell you the model is dying in 30 days, they don't rank which replacement fits your workload, and they don't diff your prompts against the new model before you switch. Portkey's own users say it plainly in public reviews (G2: 4.6 across 18 reviews, last checked 2026-10-12): the product is powerful, and small teams feel the learning curve, the docs gaps, and the metered pricing. That's the gap ModelMinder was built for.
And the post-acquisition reality is worth stating: Portkey now operates as part of Palo Alto's PRISMA AIRS, with its roadmap bending toward enterprise security use cases. Indie devs and small teams are right to ask where that leaves them. An independent team that is made of indie devs ships for them first.
The setup we'd actually recommend
- Keep your gateway if you have one. Runtime fallbacks are real protection. We're not a gateway and we don't pitch ourselves as one.
- Add the radar. Track the models your app depends on in ModelMinder. When a deprecation is announced, you get the alert weeks or months out — then benchmark the replacement with a one-click migration eval and migrate on your schedule.
- Migrate before the fallback is ever needed. The gateway becomes your safety net, not your migration strategy.
No code change to your request path. No second meter on your traffic. Just the calm version of the problem.
FAQ
Do I need an AI gateway, a deprecation radar, or both?
They solve different halves of the same failure. A gateway routes around a dead model at runtime — fallbacks, retries, load balancing. A deprecation radar warns you before the shutdown date and helps you benchmark and migrate to the right replacement. Many teams use both.
Can ModelMinder replace my AI gateway?
No, and it doesn't try to. ModelMinder never touches your request path — no proxy, no rerouting, no latency. If you need fallbacks and multi-provider routing at runtime, keep your gateway. ModelMinder makes sure you migrate before the fallback is ever needed.
How much does an AI gateway cost vs ModelMinder?
ModelMinder is $19/mo flat (Indie) or $49/mo flat (Team) — no per-log metering, no overages. Gateway pricing is typically metered: Portkey's paid tier starts at $49/mo with $9 per additional 100k recorded logs (third-party-reported; prices last checked 2026-10-12). A viral chat product moves its gateway bill every month; ModelMinder's bill never moves with traffic.
Does a gateway warn me before a model is retired?
Not as a product. Gateways react at runtime — their fallbacks kick in after the 404. None of the major gateways ships a proactive deprecation radar with per-app alerts or benchmarked replacement picks. That's ModelMinder's entire job.
Start with the free radar
Track 3 models free, get alerted before the next shutdown date, and see the replacement evaluated on your own prompts. Works alongside whatever gateway you run — or no gateway at all.
Gateway facts on this page (Portkey pricing, G2 rating, acquisition) were last checked 2026-10-12 from public sources. We link no attacks and make no claims about their product beyond what's public — if anything here is stale, we'll fix it within a day of being told.