One open-source HTML file sends your prompt to dozens of AI models at once, then ranks the best answer for you. It is free to download and it opens in your browser. There is an honest catch, and it matters, so read to the limits section before you set anything up.
You pay for ChatGPT. Then you open Claude in a second tab for the thing ChatGPT got wrong. Then you check Gemini when you are still not sure which one to believe.
That switching is a tax. It costs you real minutes every day, and worse, it leaves you guessing which model actually answered right.
Someone put a single file on GitHub that lines them all up on one screen. You paste one prompt. Several models answer at the same time. The tool scores the answers and hands you the winner. That is the whole idea, and by the end of this page you will know how to run it and when not to.
What Godmode Actually Is
Godmode is one file called index.html, open source, that acts as a chat window wired to many AI models at once. It is not a new model and it is not an app you install. You open the file, point it at a model service, and type. It was built by a developer known for red-teaming AI systems, which shapes some of its defaults in ways a business owner should know about. More on that below.
The models do not live inside the file. Godmode reaches them through two paid services or through models running on your own machine. Here is the plain version of your three options.
| Source | Models | Key needed | Cost | Privacy |
|---|---|---|---|---|
| OpenRouter | ~60 | Yes | Pay per use | Prompts go to the cloud |
| Venice | ~44 | Yes | Pay per use | Prompts go to the cloud |
| Local (Ollama, LM Studio, others) | Your own | No | Free | Nothing leaves your machine |
This is the part the short videos skip. The file is free. The models behind it are not, unless you run local ones. With OpenRouter or Venice you are paying per token, the same as any API. So "completely free" is true for the download and false for the daily use, and you should plan around that before you get attached to it.
The Feature Worth Setting It Up For
The reason to bother is the racing. Godmode can send your one prompt to a batch of models in parallel and then compare what comes back.
It runs this two ways. The classic mode pits five model-and-prompt combos against each other and surfaces the strongest response. A heavier mode queries a whole tier of models at once, scores each answer on a 100-point scale, and returns the winner. The tiers scale from around twelve models up to sixty, depending on how wide you want to cast.
For an operator, the win is not the winner. It is the disagreement. When five models say the same thing, you can move. When they split, you just found the question that deserved a human before you acted on it.
Single models fail quietly. A model that is wrong tends to be wrong with full confidence, and on your own you have nothing to check it against. Put four more answers next to it and the odd one out shows itself. You are not outsourcing the decision. You are buying a fast sanity check for the ones that would cost you money to get wrong.
Do You Still Need Your Paid AI Subscription?
Probably, and that is fine. Godmode is a comparison layer, not a replacement for the tool you already trust. Most operators keep their main subscription for daily back-and-forth work and reach for Godmode when a decision is worth checking against a crowd. Think of it as a second opinion you can summon on demand, not the new home for all your work.
Setup: Two Paths
Pick the path that matches what you want out of it. Both start the same way: go to the GitHub repo, download index.html, and open it in your browser. No installer, no server for the basic file.
If you just want to see it work today
Make an OpenRouter account and generate an API key. In Godmode, open settings and paste the key. Godmode stores it in your browser, not on anyone's server. Pick a couple of models, type a real question, and send. You are now paying OpenRouter per use, so treat this like a metered tool, not a toy.
Done. You are talking to multiple models from one screen.
If you want it fully private
Run models locally instead. Install something like Ollama or LM Studio, start a local model, and point Godmode at that local endpoint. Turn on the local-only setting so it stops calling OpenRouter and Venice entirely. Now nothing you type leaves your machine, and you pay nothing per use. The tradeoff is that a laptop model is weaker than a frontier cloud model, so use this path when privacy beats raw quality.
Done. Your prompts stay on your device.
Copy This Prompt To Make The Comparison Useful
Racing five models is only worth it if you can read the differences fast. Send this alongside your real question so each model shows its reasoning, not just a verdict.
Copy this.
Answer the question below. Then, in one short paragraph, state your
confidence from 0 to 100 and name the single assumption most likely
to make your answer wrong.
QUESTION: [PASTE YOUR REAL WORK QUESTION HERE, e.g. "Should I bill
this client hourly or on a fixed monthly retainer, given the scope
keeps shifting?"]
Now when the answers line up, the confidence scores tell you how sure the models are. When they split, the named assumptions show you exactly where they diverged. That is the part you take to a human.
If a model gives you a confident answer with no assumption named, do not trust the confidence. Reply in that same chat: say give me the one assumption that would make this wrong, in one sentence. A model that cannot name its weak point has not really checked its own work.
Where This Earns Its Keep
- Drafting anything client-facing. Run a proposal or a tricky email across a few models and keep the strongest structure instead of settling for the first draft one model handed you.
- Pricing and contract questions. If four models agree on how to frame a payment term, that is a decent signal. If they split, that is your cue to call your accountant, not the AI.
- Long transcripts and reports. Some models hold detail better than others across a long document. Race them and keep the summary that dropped the least.
- Any call where being wrong is expensive. One model's confident wrong answer is hard to catch alone. It is easy to catch when three others disagree with it.
We already run our own automations on more than one model, Claude or Codex depending on the job, because no single model wins everything. This file is the cheap way to feel that for yourself before you commit to anything.
Honest, The Limits You Should Know
- Free file, paid models. Only the local path is genuinely free. Run it through OpenRouter or Venice and you pay per use like any API. Watch your usage the first week so there are no surprises.
- Telemetry is on by default. It sends metadata, not your prompt or response text, but it is on until you turn it off. Find the No-Log Mode setting and switch it on before your first real prompt.
- It was built for red-teaming. The default racing combos pair models with jailbreak-style prompts, which is not what you want for normal business work. Use the plain chat, skip the jailbreak modes, and you get a clean multi-model comparison without the baggage.
- Your keys live in your browser. That machine now holds live API credentials. Do not set this up on a shared or public computer, and clear the keys if you hand the laptop to someone else.
- Client data has rules. Do not paste regulated or confidential client information into cloud models you have not vetted. If the work touches that kind of data, use the local-only path so nothing leaves the device.
None of these kill the tool. They just decide which path you pick and what you are willing to type into it.
If You Only Do One Thing This Week
Download the file. Add one OpenRouter key. Take the last real work question you were unsure about and race it across five models with the confidence prompt above.
If they all agree, you have your answer and it took ten minutes. If they split, you just surfaced a decision that deserved a second look, and you would rather find that now than after you acted on one model's guess. Either way you learn something the single-tab habit was hiding from you. If you hate it, you are out ten minutes and one small API charge.