AI aggregators in Russia: how to choose one in 2026

In short

In 2026 the number of Russian gateways to foreign models passed a dozen, and choosing between them by model count or by the price on the pricing page is useless. Both change every month, and both are roughly the same everywhere.

Where they differ is in things that surface not on the first request but on the thousandth: what happens when a provider goes down, how exactly money is counted, whether you can cap a key, whether you can see what you were charged for.

Below are eight criteria worth comparing, plus an honest section on when you don't need an aggregator.

Who you'll find in search results

If you search for "OpenRouter alternative in Russia", the top ten will include BotHub, ProxyAPI, AITunnel, VseGPT, Gen-API, RouterAI, SprutDock, Intelion, VEGA, Serverspace, provod.ai, Ofox, KodikRouter, Polza.ai, Cloud.ru Foundation Models - and us. The list has nearly doubled in recent months.

We deliberately don't include a table of their prices and model lists here. The reason is simple: that data goes stale within weeks, and an article that describes a competitor as of last quarter misleads more than no article at all. Check on their sites, on the day you choose.

What does make sense is knowing which questions to ask. Those don't change.

Eight criteria

1. API compatibility - and with what exactly

Almost every gateway says "OpenAI-compatible". That's true, but not enough. Check three things:

• Does streaming work, and does the stream close correctly. Missing streaming is invisible in a console test and very visible in a UI.
• Are tools (function calling) and structured output supported. If you're building an agent, these aren't optional.
• Is there an Anthropic-compatible /v1/messages. It decides whether Claude Code and some agent tools can connect.

On that last point: we've had an inbound /v1/messages since October 27, 2026, so Claude Code connects. Some competitors added it earlier, some still don't have it.

2. What happens when a provider goes down

The most underrated criterion. A vendor's model can be overloaded - Anthropic returns 529 at peak hours, and that's a normal situation, not an outage.

The question is what the gateway does: return the error to you, or fail over to a backup provider. The difference is whether your user sees a broken screen.

Ask specifically: is there failover, which codes trigger it (429, 5xx, timeout), and does the price change when it kicks in - because the backup provider may cost more than the primary one.

3. How money is counted

There are three sub-questions here, and all three matter.

The unit. Tokens or "credits"? A credit is an abstraction that can be repriced at any moment, and you can't work out in advance what a month will cost from it.

When you're charged. When the request is sent, or for the actual response? And what happens if the connection drops mid-stream - do you pay for what was already generated?

Reservation. For long jobs like video, the right mechanism is a hold when the job is created and a charge for the render that actually succeeded. Otherwise either you pay for failed renders, or the service runs at a loss, and that doesn't last long.

4. Price transparency

You can check this with one action: make one request and find it in the logs. You should see the model, input and output tokens, and the amount.

If there's no such line, you can neither forecast your budget nor figure out why the bill grew. Ours is /dashboard/logs, with a row for every call (how logs work); most services have something similar - what matters is to look before you pay, not after.

5. Key limits

Keys leak - into a repo, into a log, into a screenshot. The question isn't "if" but "when".

Protection that works is a spend limit on a specific key: per day, per week, per month, in total. Then a leak costs you a bounded amount, not your whole balance. Plus a separate scope for each key: a key meant for images shouldn't be able to spend money on video. More on this in API key security.

6. Payment

This is the main reason you're reading this article in the first place. Look at:

• methods - Russian bank card, SBP (Russia's Faster Payments System), crypto, invoice for a company;
• closing documents for accounting, if a company is paying;
• minimum top-up - some services have a noticeable one;
• fees: whether the service adds a percentage on top of each top-up.

7. What's there besides text

A year ago gateways were just about chat. Now tasks include images and video, and coverage varies from service to service.

Video is its own story: it's asynchronous, renders take minutes, and the service needs a queue, workers and that same reservation mechanism. That's why many still don't have it. We have 122 models: 49 text, 37 image, 35 video and a classifier (as of October 27, 2026), from 9 providers - figures as of publication, always current in the catalog.

8. Who's behind it, and for how long

An unpleasant but necessary point. A gateway holds your money on its balance and sits between you and the vendor. It's worth knowing whether there's a legal entity behind the service, whether support answers, and what happens to your remaining balance if the project shuts down.

Practical advice: don't keep more on the balance than you're prepared to lose. That applies to every service, us included.

What not to do

Three mistakes that keep coming up.

Choosing by model count. A catalog of 200 models and one of 44 differ mostly in the length of the tail that nobody uses. Check whether the 3–5 you need are there.

Buying someone else's account. It pops up from time to time as "cheap access". It's someone else's key, someone else's card and someone else's responsibility, and it gets revoked along with your balance.

Trusting a "−50%" badge with no baseline. A discount only means something relative to the vendor's official price, and you need to be able to check it. If you can't see the baseline, it's not a discount, it's a picture.

When you don't need an aggregator

Honestly: in these cases you're overpaying for an extra link in the chain.

• You work with one vendor and have a way to pay them. Direct access will be cheaper - a middleman can't sell below cost forever.
• You have a corporate contract with a cloud that already offers these models.
• You need an interface, not an API. A key without code is useless - more on subscription vs key in our ChatGPT API guide.
• Your data can't leave your perimeter. Then you need a local model, not a gateway, and that's a different conversation altogether.

An aggregator pays off when you have several models and several vendors, paying each one separately is a hassle, and you want to switch between them with one line.

Why it's built exactly this way is covered on our AI aggregator page.

How to check any service in 15 minutes

An order of steps that works the same for us and for competitors:

1. Get a key and make one request - on the minimum balance or on welcome credit.
2. Find that request in the logs. Tokens and amount visible? Good. Not visible? Bad.
3. Check streaming and, if you need them, tools. These break most often.
4. Try paying the minimum amount, not your monthly budget.
5. Ask support something specific and see how fast they reply.
6. Set a limit on the key and make sure it actually triggers.

Fifteen minutes here save months. For this test we credit $1 for a confirmed Telegram - enough for all six steps.

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