LLM gateway

Auriko

Name: Auriko
Author: Michael Yang

Image: Auriko via Product Hunt

Think Auriko could go 100X?

Give it a push. One tap per reader each day; the meter tracks buzz here, not quality.

What Auriko does

Auriko is an AI gateway: one OpenAI-compatible API that sends your requests to models from OpenAI, Anthropic, Google, xAI, DeepSeek and many other providers. What sets it apart is how it picks the route. Its founders describe themselves as former quant traders, and Auriko treats inference providers like trading venues. For each request it builds a list of eligible providers, applies your hard limits (model, capabilities, budget, data policy), then scores the candidates on cost, latency, throughput and success rate. The cost model goes beyond list prices: it accounts for each provider’s prompt-caching rules and your own usage pattern, and re-evaluates every request, including mid-session when a cache may have gone cold. If a provider errors or hits a rate limit before responding, Auriko falls back to the next-best route.

Auriko publishes its own benchmark claiming an average 30% cost reduction against direct providers and other routers; that is the company’s own test. It also offers fallback routing, bring-your-own-keys, budget limits by workspace or API key, and an analytics dashboard. Its privacy policy says it is a zero-data-retention proxy that does not read, log or store prompts and responses, and does not train models on your data. The company is Auriko, Inc., a Delaware corporation. Auriko launched on Product Hunt on 9 July 2026 and finished #1 for the day with 387 points and 72 comments.

We have not tested Auriko ourselves. This page brings together its official site, its Product Hunt page and the public pages of the products it is compared with, and says where each fact comes from.

Auriko pricing

Auriko charges a platform fee plus the model providers' prices with no markup. Prices are in US dollars.

Plan	Price	What you get
Free	$0 + API costs	All models, no provider markup, bring-your-own-keys, cache-aware and fallback routing, routing strategies, 1K platform RPM, 10K BYOK RPM, 5M BYOK monthly cap
Pro	$89/month + API costs	Deterministic routing, multiple API keys and seats, unlimited RPM and BYOK cap, email support; 14-day free trial, no card
Enterprise	Custom	SSO/SAML, custom SLA, dedicated support, invoice billing, custom routing policy

API usage is paid with pre-paid credits in US dollars, according to the terms.

Model providers' own prices pass through with 0% markup on every plan.

Checked 14 October 2026 · Official pricing page ↗ · Prices change, so confirm before you buy

Who Auriko is for

A good fit if you…

run AI agents or apps with large, repeated contexts where prompt-caching rules change the real cost
use open-weight models served by several providers and want the cheapest reliable one per request
want automatic failover and budget limits across providers behind one API

Probably not for you if…

need identical output every time from one fixed provider: commenters raised drift between providers serving the same model (Auriko says it lists models truthfully, including quantization, and lets you pin them)
use only one provider's models, where a router adds less
need features still in private beta: parts of the site are marked private beta

Auriko alternatives and how they compare

These are products Product Hunt lists as alternatives. Review scores are Product Hunt users' own.

Product	What it is	Starts at	Reviews	How it differs from Auriko
Auriko this page	LLM gateway that routes each request to the cheapest suitable provider, cache-aware	Free plan plus pay-as-you-go model costs; Pro $89/month	4.7 (3)	—
LiteLLM	Open-source AI gateway and SDK for calling 100+ LLM APIs with cost tracking, load balancing and logging	Free, open source	5.0 (24 on Product Hunt)	You host and configure it yourself. Auriko is a hosted service whose pitch is cost-aware routing that accounts for caching.
Eden AI	One API to route between AI models for chat, OCR, speech, translation and more	See its pricing page	5.0 (21 on Product Hunt)	Covers many AI task types beyond LLMs. Auriko focuses on LLM inference cost and routing.
Mistral AI	Model maker offering its own open and commercial models	See its pricing page	5.0 (42 on Product Hunt)	A model provider rather than a router; Auriko could route to models like these.

Product Hunt also lists Respan and Merlin Unified API as alternatives.

Auriko reviews

No reader rating yet.
We show an average once 3 readers have rated Auriko. Ratings here come only from 100xFounder readers.

Write a review

Your rating of Auriko

Title (optional) Your review (optional, 20–1,000 characters)

Name to show * Email (never shown) *

A moderator checks every review before it appears. We use your email only to confirm the review is genuine and to stop duplicates. Please don’t review a product you make, work for or are paid to promote.

On Product Hunt: 4.7/5 from 3 reviews, as of 14 October 2026. Those are Product Hunt users’ ratings, not ours · Read them on Product Hunt

What the community says

From the Product Hunt launch discussion (72 comments):

prompt caching usually rewards staying on the same provider for a session

The maker replied: Michael Yang: routing is re-evaluated on every request using the expected cost of the whole session, so cache state is taken into account.

Gal Dayan on Product Hunt

When the cheapest provider starts erroring or its latency spikes, does Auriko fail over inside the same request?

The maker replied: Michael Yang: yes, for retryable failures before a usable response it falls back to the next eligible path.

Hazy on Product Hunt

Saving 40% on inference means nothing if my customer-facing outputs get worse

The maker replied: Michael Yang: you can pin the exact model, including quantization, and routing stays within those limits.

Ridhwik Vinod on Product Hunt

Read the full discussion

On X

We did not check X for this profile.

Search X for Auriko

Frequently asked questions

What is Auriko?

An AI gateway with one OpenAI-compatible API that routes each LLM request to the provider it expects to be cheapest while meeting your quality, latency and policy limits. It launched on Product Hunt on 9 July 2026.

How does it save money?

It models each provider's prices, prompt-caching rules and your usage pattern, and scores routes per request. Auriko's own benchmark reports an average 30% saving; that is the company's claim.

How much does Auriko cost?

The Free plan costs nothing beyond model usage, which passes through at providers' prices with no markup. Pro is $89 a month with a 14-day free trial; Enterprise is custom.

Does Auriko store my prompts?

Its privacy policy says it is a zero-data-retention proxy: prompts and responses are not read, logged or stored, and routing uses metadata only.

Can I use my own API keys?

Yes. Auriko supports bring-your-own-keys, its platform keys, or both.

What happens if a provider fails?

For retryable errors such as rate limits, Auriko falls back to the next-best eligible route, according to its founder.

Sources (12), checked 14 October 2026

Auriko official site
Auriko pricing
Auriko cost benchmark report
About Auriko
Auriko privacy policy
Auriko terms
Product Hunt launch
Product Hunt page
Product Hunt alternatives
LiteLLM on GitHub
Eden AI
Mistral AI

We list Auriko from public sources and are not affiliated with it. Spotted something wrong? Tell us.

Founder?

Are you behind Auriko?

Get a free founder spotlight on 100xFounder and our Instagram. Check your inbox for an invite, or reply to any of our emails to correct anything on this page.

Is this your startup?

Claim this listing to update the description, logo, screenshots and pricing. Free.

Claim or update it →

Team