Transcription
Hermes mixture of agents 2.0 might be one of the most powerful systems that I've ever tested out. So, this is a new system I've set up with the new Hermes mixture of agents release. I'll explain exactly how it works, and I've tested it on 42 different builds, and it is absolutely mind-blowing in terms of what it can do and how it performs, and also how it performs versus everything else. So, you can see some of the things that we've created right here with this setup.
And basically what this does is has multiple different models working together as a panel of agents that can build and automate anything that you want. And the point here is that you can create better outputs and higher levels of of intelligence higher than any frontier that we have currently using a combination of agents working together instead of relying on waiting for these gated models like GPT-5.6 or for example Mythos to come out. And all of this stuff I've literally built today using mixture of experts and on benchmarks versus everything else, which I'll show you in a second. This is outperforming pretty much everything.
So, how does this work? Well, basically mixture of experts is a system where you stack multiple models together inside Hermes, and then you can beat Opus GPT. And it's not with a bigger model, but with a smarter system. And that's really what this about. It's about The models don't really matter, the system does. So, what we've essentially done here is we've combined the newest mixture of agents model that came out from Nous research. It's just dropped on Hermes agent yesterday. And we've plugged that into the agent operating system where we can just chat with the panel. We can ask the panel anything. We can switch the APIs over here, and then this aggregates whatever we create, and then we can see everything that we've built inside our workspace over here, right? So, if we ask it to do something like so, it will, for example, begin to run the panel. And then, after that, how it works essentially is that you have one prompt, and that will run through multiple different models, and it'll be aggregated into one better answer.
Now, the other power of this, of course, is that you're using Hermes agent, which is the most popular, powerful, open-source, free agent in the world, which means that when you combine the agentic capabilities of something like Hermes with the power of something like mixture of agents, you're creating something that's really, really powerful.
Now, you might say, "Okay, that's great, Julian. This stuff looks cool, but how does it perform against, for example, all the other frontier models that we have?" Well, right now, I've got a leaderboard and I test Again, I've tested this out on 42 different models. I've used exactly the same prompts across every single model that's out there that's actually useful. And the two top systems, and the keyword is systems here, at the top of the leaderboards, are Fusion and Hermes mixture of agents. Claude Opus is actually down here. And if you're wondering why, I'll show you that in a second. So, I literally combined um and created all this stuff, and you can test it out for yourself. See for yourself what you think on GoldyBench. But, if we actually go to the compare tab here and we compare Hermes mixture of agents versus, for example, Claude Opus 4.8, Hermes mixture of agents is absolutely dominant, right? The stuff that you can create looks way nicer than the stuff with Opus 4.8. Let me show you the up um for example, like this looks way nicer than this kind of like buggy output that we got using the same technique. You can't even really control properly. Um and so, like Opus 4.8 is still good, but mixture of agents basically makes it even better. It It puts it into a better system where you can get more out of it. And also, you're using the agentic power of Hermes alongside that, right? So, the cool thing about this is, for example, we've we've built out like these open-world games, for example, like so. And if we compare this against something like this, it's just not quite as nice, right? Not quite as good. Uh so, overall, from what I've seen, have have a look for yourself if you want to compare them side by side. But, from what I'm seeing on GoldyBench, Hermes mixture of agents is absolutely destroying everything. And this is the trend that I've seen recently. It's like Fusion and Hermes mixture of agents, both systems, both panel-based models, and Fugu Ultra are all right at the top of the leaderboard because they just combine the best of all models and then have them working together. And that makes sense to me.
So, if you're wondering how to use this, well, basically, you can go inside the terminal and you can run the mixture of agents terminal commands like so. This is kind of technical, and that's why I actually put together instead something that I call the Hermes Agent OS, which you can see here. It's way simpler and easier to use, right? Because you can basically just go inside here, you can go to the mixture tab, and then you can type in your prompt here, run the panel, and also the cool thing is you don't need any terminal commands, you can just run this whenever you want. And additionally, when you're using this as well, the cool thing is that all of your stuff just gets saved inside this workspace. So, it's easy to preview, it's easy easy to come back to. And also, you can combine that with the chat with Hermes Agent. So, what we actually have inside the chat is mixture of agents that we can chat to as well at any point. We have the talk mode where we can talk to our agents. We have Hermes Jarvis, which you can voice control and you can use computer, use browser control, and we can preview anything that we'll build with it. And then we have, of course, the Hermes Oracle, which you can pull in the latest news, then we can draft content using it. We have the studio, but mixture of agents over here. The cool thing that I like about having a system like this is like when you're doing outreach, for example, I can just build my SaaS tool for getting leads and and building an email campaigns and finding the leads in like one single click using this system, and then we can then reach our campaigns, send out the emails, boom shakalaka. It's all in one inside one place, right? Way smoother and easier to use than if you just inside the terminal or Hermes desktop. So, this is what we're finding so far.
So, a panel of experts beats one genius. Uh if you've got a one genius competing against five geniuses, typically, you're going to get a better answer from a team of geniuses versus one person. And the real cool thing about this is, you know, whether you're using Fable 5 or GPT 5.6, which might come out soon, but might not, whether you're using, for example, Hermes mixture of agents, whether you're using fusion or for example Fugu with Sakana Ultra. These are all similar models that work in the same way which panels of agents. Whatever you're doing, you can just plug into your system. Right? So for example, we got close CLI, Fable 5 comes back, boom, we'll add it. So for example as well, we have a memory. And whatever happens, whatever model gets pulled down, this stays the same. Whatever happens with the system Whatever happens with the models, the system stays the same. We just improve every single day. It's like all this worrying about gatekeeping and are models going to come back and which models are banned and which ones aren't and which ones can't you get access to anymore? You don't need to worry about anymore. Right? All you need to do is focus on the system. And that's what I'd recommend for you. It's like don't chase a model, build the system. And that's exactly what we've done with the Agent OS for you. So if you want to get that, link in the comments description or go to the AI Profit Boardroom to get access. But yeah, it's super impressive from what I've seen so far. I know as well that Hermes agent themselves have actually announced that they're going to be releasing a Hermes bench. So we'll be able to see what their test reveal as well. But I can imagine it's pretty similar to mine. I mean, we've even built our like full operating system as you can see right here. And we can open this up full screen. But you can see here for example, I can build his own terminal. It's created like a Windows style application here where we've got the file, we've got the edit, the view, etc. We've got all our terminals and all our notes and our apps and everything else. And and that's all ready to go. It's pretty cool. So any anytime we need to build something now that's really amazing, I would recommend a system like this. And yeah, it just combines the best of both worlds. Bear in mind as well, you don't need to use like super expensive models. You could use free APIs, you could use local models, you could have cheaper models working together inside the system. The main point is, you know, several minds are typically better than one. And that is the whole system. And you know, you can mix several models. You can beat the best single model. You don't need to wait for any frontier or gated models to come out. And this goes beyond what we publicly have available. Right? Like if you do this, you will get better outputs than if you have just called over 4.8. Like, that's literally you know you and and it makes sense, but when I've tested it myself, you will get better models and better outputs than the actual Frontier models available right now. So, that's pretty powerful stuff.
So, if you want to have a Sage with the panel built in, you know, the mixture of agents, fusions, kind of all running on the same idea. They all live inside Homie's agent inside the agent operating system and you get the dashboard to run my whole business on the full agent operating zip file, Homie's agent, mixture of experts, fusions, kind of all wild in. And these are all versions of the panel system where you have multiple models working together so that you can beat Opus 4.8 intelligence using our systems. You also get daily tutorials so you can stack models and also build great systems so it doesn't really matter what model comes out. And, you know, it's super powerful stuff. Also, you might be wondering like, you know, does this get results for everyone? So, we have 3,800 members inside the AI Profit Pod where you can get the Agent OS. And also, we have 191 pages of testimonials and wins from people learning and growing with this stuff. So, I know like if for example these people can set up, you and I can set up too. And I'm non-technical, but I can still set this up. So, obviously inside there, if you want to get the Agent OS, just go to the classroom and then go to the new daily updates and you'll find the Agent OS over here. If you want to post questions inside inside the community, I actually answer them with video tutorials every single day, which is pretty cool. And then inside the calendar, you can jump on weekly coaching calls. Inside the map, you can meet people in your local area. And this is all available inside the AI Profit Pod. Link in the comments and description or just go to the AI Profit Pod.com. Thanks for watching.