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Review · LLM APIs

NanoGPT review

A broad model hub with flexible billing, but subscription routing complaints make performance less predictable.

7.1/10Search Legion score

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The bottom line

A useful multi-model hub; check model costs and accept that subscription routing can be uneven.

NanoGPT brings 1,277 models—including ChatGPT, Claude, and Gemini—into one service for chat, writing, coding, and image and video creation. The pricing page lists pay-as-you-go access and a $12/month Pro plan with 60M input tokens per week and free output on included models. Annual billing is not published, and paid models outside Pro draw from your balance at list prices.

The trade-off is less control over performance on subscription usage. In one Reddit thread, users reported long waits with routed providers; NanoGPT’s CEO said adaptive routing was not working well enough and would be reviewed. Pay-as-you-go users can select providers, according to a commenter, but that means managing provider choice yourself.

Good fit if

  • People who want many models in one service
  • Developers seeking an OpenAI-compatible API
  • Users comfortable tracking usage-based costs

Skip it if

  • Anyone needing predictable response speeds
  • People who want one flat price for every model
  • Users who require published annual discounts
NanoGPT homepage
NanoGPT homepage, captured Nov 6, 2026

ScoresHow it rates

  • Features8.5
  • Ease of use7.5
  • Value for money7.5
  • Support7
  • User sentiment5.5

What works

  • Lists 1,277 models, including ChatGPT, Claude, and Gemini
  • Pay-as-you-go access avoids a required monthly plan
  • Pro includes 60M input tokens per week
  • First chat is free and requires no account
  • OpenAI-compatible API supports developer builds

What doesn't

  • Pro costs $12/month, with no annual option published
  • Paid models outside Pro cost extra at list prices
  • Manually pinning a provider adds 5%
  • Bring-your-own-key requests incur a 5% charge
  • Reddit users report slow responses with subscription routing

01What NanoGPT actually does

NanoGPT puts a catalog of 1,277 AI models—including ChatGPT, Claude and Gemini—behind one chat service, with an API for developers. According to the product details, you can use models for chat, writing and coding, plus image and video creation. The API is OpenAI-compatible, which may make it easier to connect tools that already support that format; it does not mean every model behaves the same way or costs the same.

There are two ways to pay: usage-based access, or Pro at $12 per month for included open-source AI usage. Pay as you go has no monthly charge, but paid models draw from your balance at list prices. The first chat is free and requires no account. NanoGPT says chat history stays on your device, rather than in a central account history. That mix makes it a multi-model hub, not a single subscription that gives unlimited access to every model.

02Where NanoGPT is strong

The main appeal is choice. NanoGPT brings many model providers into one interface, so you can switch between models for different tasks without signing up for a separate chat service for each. The catalog includes text, image and video options, and the OpenAI-compatible API gives developers another route to use the service in their own tools.

Pay as you go suits people who want occasional access and do not want another fixed monthly bill. The listed plan includes web and API access, one free model on web only, and what NanoGPT calls generous rate limits. The first chat is also free without an account, so you can try the basic flow before committing.

Pro is more concrete than an all-you-can-use promise: for $12 per month, it includes 60 million input tokens per week and free output on included models. It also lists 100 images per day across four image models, open-source text models on web and API, and a 5% discount on eligible paid text models. For someone who regularly uses those included models, that may be easier to budget than paying list price for every request.

03Where it falls short

The headline catalog size does not tell you what a particular model will cost. Paid models outside Pro are billed from your balance at list prices, and the published pricing details do not give model-by-model rates. Check the price for the model you plan to use before sending substantial traffic. There is no annual billing option or discount listed.

Pro also has defined limits, not unlimited usage: 60 million input tokens per week and 100 images per day across four models. The 5% discount applies only to eligible paid text models. Manually pinning a provider adds 5%, while requests using your own API key are billed at 5% of the normal model cost.

There is also a routing caveat. In one Reddit thread, users reported very slow responses on subscription access; one described waits of around 50 seconds for a simple reply, and others reported longer delays. NanoGPT’s CEO said adaptive routing was in place but was not working well enough. That is user-reported experience, not a guarantee of current performance, but it is a reason to treat routing and response speed as potential variables.

04NanoGPT pricing: what you'll actually pay

NanoGPT’s Pay as you go plan has no monthly fee, but model usage is billed separately. It includes one free model on the web, plus image, video, text and voice access, web and API access, and “generous” rate limits; the pricing page does not define those limits. Pro costs $12 per month, with no annual option or discount published. It includes 60 million input tokens per week, free output on included models, 100 images per day across four image models, and open-source text models on web and API. That is the jump: $12 buys included usage, but it does not make every model free. Eligible paid text models get a 5% discount; models outside Pro are billed from your balance at list prices. Manually pinning a provider adds 5%, and bring-your-own-key requests are billed at 5% of normal model cost. Large platform and API users can request custom pricing. Check model costs before relying on a flat monthly budget.

Full NanoGPT pricing breakdown →

05Switching to (or from) NanoGPT

Moving chat workflows to NanoGPT may mean choosing models again and checking their separate costs. Its OpenAI-compatible API may reduce changes for some developer integrations, but compatibility does not guarantee a drop-in replacement; the published material does not specify migration tools. NanoGPT says chat history stays on your device, while export formats and import options are not published. Keep anything you need outside the service until you confirm how to preserve it. The first chat is free and requires no account, so you can assess the workflow before committing to Pro. If you leave, the same gap matters: the available information does not explain how to export history or move settings. The likely reasons to reconsider are practical rather than mysterious: usage-based costs can be hard to predict, and the verdict flags uneven subscription routing. We don’t have Reddit reports in the published published material, so we can’t attribute specific complaints or departure reasons to Reddit users.

From the threadsWhat users say

Reddit sentiment is mixed: buyers praise the low price and one commenter says support is strong, but reports include slow or inconsistent provider routing, timeouts, failed tool calls, and model availability errors. Users say performance can vary by model and provider, so the low price comes with reliability caveats.

Helpful support
His support is awesome
r/opencodeCLI · view thread
Cheap but unreliable
Nano-gpt is quite cheap, but it's not very reliable
r/opencodeCLI · view thread
Provider transparency
You don't know where nano-gpt routes your requests to as opposed to Openrouter which doesn't hide that information
r/opencodeCLI · view thread
Tool-call failures
I am getting a ton of failed tool calls with K2.5 right now
r/opencodeCLI · view thread

Questions people ask

What is NanoGPT?

NanoGPT is a service for chatting with 1,277 AI models, including ChatGPT, Claude, and Gemini. It supports writing, coding, image and video creation, and offers pay-as-you-go access plus an OpenAI-compatible API. The product says chat history stays on your device. Your first chat is free and does not require an account.

How much does NanoGPT cost?

The pricing page lists Pay as you go at no monthly charge and Pro at $12 per month. It lists no annual billing option or discount. One Reddit thread discusses an $8 subscription, but that is not the current Pro price in the published pricing details. Your first chat is free.

What do you get with the Pro plan?

Pro is not listed as a 60,000-message allowance: the pricing page lists 60M input tokens per week, free output on included models, 100 images a day on four image models, and open-source text models on web and API. It also lists a 5% discount on eligible paid text models. Message-count limits are not published.

Are NanoGPT models reliable and fast?

Reddit reports are mixed. Users describe slow responses, timeouts, failed tool calls, and errors saying no provider serves a model; one thread says routing could be 40 times slower than expected. NanoGPT's CEO said adaptive routing is in place and overloaded providers are temporarily blocked, while acknowledging it was not working well enough. Treat performance as provider- and model-dependent.

Can I use NanoGPT with OpenCode or through an API?

NanoGPT advertises an OpenAI-compatible API, and its Pay as you go plan lists web and API access; Pro includes open-source text models on web and API. Reddit users report tool-call failures, and some say they cannot see which provider handled a request. The published facts do not confirm specific OpenCode compatibility, so check the integration before relying on it.

Sources

  1. NanoGPT homepage
  2. NanoGPT pricing page
  3. Reddit: Good uncensored image gen model for RP? (preferably on nanogpt)
  4. Reddit: PSA, NanoGPT on a subscription often routes to shitty providers (40x slower than normal)
  5. Reddit: Question about NanoGPT $8 plan (60k messages)
  6. Reddit: The quality of NanoGPT’s models?