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AIVory Smart Inference
Cheaper inference. One URL. No code changes.
Providers cut prices all the time — your bill pays like they don't. Smart Inference reroutes every LLM call to the cheapest provider serving the same model, in real time. Drop-in OpenAI-compatible: swap one URL, keep your SDK, prompts, and streaming. 50+ models, pay-as-you-go from $10, credits never expire, no subscription. Median ~30% savings, up to 89% on open-weight models. Or self-host — spin up spot GPUs in one click and route to them through the same endpoint.
Hey Product Hunt 👋 I'm Jenni, one of the makers of AIVory Smart Inference.
Here's the thing that bugged us into building this: providers cut their prices all the time. You're paying like they don't. They all have massive overcapacity they unload for cheaper prices if you know when and where to look. But often not via the directest route - so you do not get to take advantage of this - and your bill reflects that. Smart Inference fixes that with one change:
That's it. Keep your OpenAI SDK, your prompts, your retry logic, your streaming handlers, your tool-calling schemas. Every request gets routed to the cheapest healthy provider serving the model you asked for, in real time. Median savings land around 30%; on open-weight models with high price spread we've seen up to 89%. What's in the launch:
* 50+ models through one endpoint - GPT, Claude, Gemini, Llama, Mistral, DeepSeek, Qwen, and more * Live spot pricing - refreshed continuously, sorted cheapest first * Savings dashboard - shows what you paid vs. what OpenAI/Azure/AWS/Anthropic would have charged * Pay-as-you-go - $10 to start, credits never expire, no subscription, no seats
And because sometimes routing isn't enough - when you want to run an open-weight model on your own hardware — Smart Inference also aggregates spot GPU capacity across several providers in the same dashboard. Deploy an H100 in one click, and route to it through the same OpenAI-compatible endpoint. One backend mode flips to another without your code noticing.
Smart Inference is one piece of the AIVory platform - Guard (compliance scanning for your code) and Architect (visual designer for your infrastructure) share the same backend. But Smart Inference stands on its own, and that's what we're launching today.
Early access is live. We're around in the comments all day - would love your feedback.
-- Jenni & the AIVory team
About AIVory Smart Inference on Product Hunt
“Cheaper inference. One URL. No code changes.”
AIVory Smart Inference was submitted on Product Hunt and earned 8 upvotes and 1 comments, placing #59 on the daily leaderboard. Providers cut prices all the time — your bill pays like they don't. Smart Inference reroutes every LLM call to the cheapest provider serving the same model, in real time. Drop-in OpenAI-compatible: swap one URL, keep your SDK, prompts, and streaming. 50+ models, pay-as-you-go from $10, credits never expire, no subscription. Median ~30% savings, up to 89% on open-weight models. Or self-host — spin up spot GPUs in one click and route to them through the same endpoint.
On the analytics side, AIVory Smart Inference competes within API, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AIVory Smart Inference performed against the three products that launched closest to it on the same day.
Who hunted AIVory Smart Inference?
AIVory Smart Inference was hunted by Jenni. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AIVory Smart Inference including community comment highlights and product details, visit the product overview.
Jenni
Hey Product Hunt 👋
I'm Jenni, one of the makers of AIVory Smart Inference.
Here's the thing that bugged us into building this: providers cut their prices all the time. You're paying like they don't. They all have massive overcapacity they unload for cheaper prices if you know when and where to look. But often not via the directest route - so you do not get to take advantage of this - and your bill reflects that.
Smart Inference fixes that with one change:
That's it. Keep your OpenAI SDK, your prompts, your retry logic, your streaming handlers, your tool-calling schemas. Every request gets routed to the cheapest healthy provider serving the model you asked for, in real time. Median savings land around 30%; on open-weight models with high price spread we've seen up to 89%.
What's in the launch:
* 50+ models through one endpoint - GPT, Claude, Gemini, Llama, Mistral, DeepSeek, Qwen, and more
* Live spot pricing - refreshed continuously, sorted cheapest first
* Savings dashboard - shows what you paid vs. what OpenAI/Azure/AWS/Anthropic would have charged
* Pay-as-you-go - $10 to start, credits never expire, no subscription, no seats
And because sometimes routing isn't enough - when you want to run an open-weight model on your own hardware — Smart Inference also aggregates spot GPU capacity across several providers in the same dashboard. Deploy an H100 in one click, and route to it through the same OpenAI-compatible endpoint. One backend mode flips to another without your code noticing.
Smart Inference is one piece of the AIVory platform - Guard (compliance scanning for your code) and Architect (visual designer for your infrastructure) share the same backend. But Smart Inference stands on its own, and that's what we're launching today.
Early access is live. We're around in the comments all day - would love your feedback.
-- Jenni & the AIVory team