Best AI aggregators in 2026, compared
Eight AI aggregators compared on price, metering and fit, with every figure read off the vendor's own page on 2 October 2026.
These eight apps offer models from several labs on one bill. Their allowances and features differ considerably.
One rule. Every price came off the vendor's own page on 2 October 2026. Two would not serve us one. Those entries get a tier ladder and no figure. A visible gap is honest. An invented number is not.
The field at a glance
Product | Best at | Price checked 2 October |
|---|---|---|
OpenRouter | API access, breadth | No subscription. Pay as you go, 5.5% on top-ups |
Poe | Bot library | Free, then paid. None served |
ChatHub | Answers on one screen | Pro $19/mo, Unlimited $39/mo, billed yearly |
Mammouth | One flat feature list | EUR 12, 24 or 72 a month, VAT in |
MultipleChat | Documents, slides, sheets | Free, Pro $20/mo, Smart $90/mo |
Aymo | Four consumer tiers | Free, then $4, $12 or $25/mo billed yearly |
T3 Chat | A browser tab, nothing else | Free, then paid. None served |
MultiChats (us) | Several labs in one thread | Free, Pro $20.99/mo, Pro+ $34.99/mo |
OpenRouter, if you are comfortable with an API
OpenRouter is the most serious infrastructure here, and the wrong purchase for most people reading this. There is no subscription. You load credits and spend them. The fee sits on the top-up: 5.5% through Stripe, $0.80 minimum. Free models are held to "50 requests per day" until you buy $10 in credits, then 1000.
There is a chat window. Everything around it assumes keys, routing and per-million-token maths. Write code and you should start here. Otherwise start elsewhere.
Poe has the library and an unreadable price
Poe's sign-in page names five models by hand, then adds "and thousands of others". That library is the reason to be there. It meters in points, not messages. Its subscriber terms let you buy more points, so the balance is something you top up.
We could not price it. On 2 October 2026, poe.com/pricing answered HTTP 200, then rendered a "Not Found" page with no dollar figure. The ladder is a free tier with a paid subscription above it. Our Poe comparison works through what a points balance buys.
ChatHub puts them all on one screen
ChatHub's whole idea is the grid. Ask once, watch several models answer at the same time. If reading answers next to each other is your actual workflow, ChatHub is the pick here.
Its pricing page opens on yearly billing: ChatHub Pro at $19 a month and Unlimited at $39, both billed annually. It sells "30+ AI models for the price of one", yet both plan cards still describe the advanced tier as "GPT-5, Gemini 3, Claude 4.5 and more". Our own registry lists GPT-5 as retired, and we carry five Claude models newer than 4.5. Open the model list before paying for a count.
Mammouth: three tiers, one feature list
Mammouth served three plans, VAT included:
Starter, EUR 12 a month
Standard, EUR 24
Expert, EUR 72
Every tier ships an identical feature list. Only the quota moves: "x3 more usage than Starter", then "x10". The ceiling line matters: "If you hit a limit, a lighter model remains available." You get moved down quietly. The page never says where a threshold sits. If a job needs one specific model, check which one answered.
Where MultipleChat spends its money
Its page served four figures:
Free, $0, with "daily usage limits"
Pro, $20 a month or $179.99 a year
Smart, $90 a month or $900 a year
Desktop app, a separate $250 one-time purchase
Its September message counts are gone. The FAQ now says "exact usage quotas are not published on this page." Two meters still run at once: Studio work, their document and slide tools, has "its own usage limits and token allocation", separate from chat. Two allowances, and neither has a number.
Aymo's ladder has four rungs
Aymo served Free at $0, then Plus at $4 a month, Premium at $12, Business at $25. Those are the rates you see first, because the page opens on annual billing. Each sits beside a struck-through higher figure. Check the monthly rate before you decide.
Aymo meters you twice over. Free is 500 messages and 50 credits a month. The page never says what spends a credit rather than a message. The newest post on Aymo's blog is dated 26 July 2026, worth knowing if you expect a vendor to say what changed.
T3 Chat, behind a locked door
T3 Chat is a stripped-back chat app in a browser tab, with a following among developers. We cannot tell you much more. On 2 October 2026, t3.chat met our automated requests with HTTP 429 and a Vercel Security Checkpoint. In a browser, /pricing is a 404 and the subscription page asks you to sign in.
So: a free tier, paid plans above it, no figure from us. Any T3 Chat price you have been quoted came from inside an account or from somebody's roundup.
Us, and who should not buy it
MultiChats carries 60 models from 18 providers on one subscription, 21 of them free. Pro is $20.99 a month or $199.99 a year. Pro+ is $34.99 or $349.99. The point is switching labs inside one conversation: ask one model, then hand the same thread to another. You can also branch, which takes a conversation in a second direction without losing the first. That opens a new thread, on web and on mobile. There is no one-screen grid here.
On data, the accurate version: we do not train on your conversations. What the provider behind a given model does with them varies by model. Six of the 60 carry a notice on their info card. The other 54 say nothing at all.
Two real limits. We do not build the models. Anything a lab keeps for its own app reaches us late or never, coding agents and office integrations included. And if you send everything to one model and stay happy, you are paying for range you will never open. Buy the one you use.
What actually decides it
What does the plan meter, and can you feel it? Messages you can count in your head. Points, credits, tokens and downgrade thresholds you cannot. Vendors that print the unit on the pricing page are easier to trust.
Is the roster current, and can you check today? Model count is the wrong first question. A headline number says nothing about last month's release, or about a 2025 version still sitting on a plan card.
Then, leaderboards. OpenRouter's rankings page orders models by tokens processed through its API, on trailing one, seven and thirty day windows. That measures traffic, not quality. The copy we read said "Usage data through Oct 1, 2026". MultipleChat's benchmarks page is live too, refreshed on a rolling cycle. Neither is a standing ranking, so date anything you quote from either.
The short version
Writing code, OpenRouter. Answers on one screen, ChatHub. The bot library, Poe. Documents and decks, MultipleChat. Euro billing and a flat feature list, Mammouth. A browser tab and little else, T3 Chat. Switching labs mid-conversation, phone or desk, ours. Our pricing is on the front page.
Check the plan page before you hand over a card. Two vendors did not show us prices on 2 October 2026.