Higgsfield Supercomputer: Testing the AI Agent That "Replaces an Entire Content Team"

On May 14, Higgsfield released Supercomputer — an AI agent that plans, generates, and publishes content. Under the hood: GPT-5.5, Claude Opus, Gemini, Kling, and proprietary models — the agent selects the optimal option for each task and runs processes in parallel.

In this article, we tested the agent's capabilities on standard tasks and drew conclusions about its quality at the current stage of development.

What You Need to Know About Higgsfield

Higgsfield is an AI video platform valued at $1.3 billion. Its core product is video generation via the Soul Cinema and Seedance 2.0 models. The platform is built for content teams and marketers: Reels, ad videos, UGC.

Many users remain skeptical about neural networks even now, but with every new case, the AI world proves its relevance. Higgsfield screened Hell Grind at Cinema Olympia in Cannes — a 95-minute AI-generated feature film, shot in 14 days by a team of 15 people for $500,000. A comparable film through traditional production would have cost $50 million. That's literally a 100x difference.

In May, the service announced the launch of the Supercomputer AI agent, which takes over the scope of content funnels. The user submits a task in chat, the agent breaks it down into subtasks, distributes them across 60 skills and multiple models simultaneously. 27+ integrations: Slack, Google Drive, Notion, Gmail, Figma, Telegram, and more.

The agent connects to working tools and can not only generate content, but also publish, save, and organize it.

The key feature is a three-layer memory system. Episodic — what happened in specific sessions; semantic — knowledge about the brand and style; and procedural — how to execute specific tasks. Unlike standard AI tools, Supercomputer retains tone of voice and style between sessions — show it once, and it works in the same format going forward without any reminders.

Any product like this is often pitched along the lines of: "get a CMO for $30 who never sleeps and never takes vacation" — but it's important to understand that these are fundamentally different approaches to solving the same problem.

As practice shows, things aren't quite so clear-cut. One of the first testers of the new AI agent described the experience like this:

"You write a task in plain language, the agent selects models, launches parallel processes, and returns ready-made datasets. I connected my X analytics — instead of a generic report, I got a detailed breakdown with media data, engagement metrics, hook score, and content patterns.

A few details that genuinely surprised me: up to 60 minutes of video from a single prompt, 27 connectors. Generations run in the cloud — if you close the browser, the process doesn't stop."

That said, users in the comments were fairly skeptical about the bold claims of hour-long video from a single prompt. At the very least, you'd need to invest hundreds of dollars in credits to get there.

We couldn't publish this article without running our own test of Supercomputer. The first issues hit us immediately — accessing external pages requires a subscription starting at $50/month.

The minimum plan isn't enough to generate video either — the tool keeps prompting you to upgrade your subscription.

As for generating promo images for "Palyvo," the tool handled it reasonably well — but it can't publish to the channel due to subscription limitations.

Another use case is creative analysis and refining approaches to creative production. In the same way, you can feed the agent statistics and ask it to identify bottlenecks.

There's also a solid scheduled task planning feature. You can analyze numbers or update your content plan on a weekly basis. It's not a new concept for AI tools, but it's a useful addition to the overall feature set.

Bottom Line

To properly test Supercomputer, you need to put money in — and there's a catch. The free plan gives access to almost all tools, but with strict limits, making it nearly impossible to evaluate quality in any meaningful way.

The refund situation is frustrating. Refunds are only available within 7 days of the first purchase and only if no credits have been used. Annual plans can be cancelled with a prorated refund only within the first 14 days. In other words, if you buy, click a single button, and end up disappointed — you won't get your money back. There's no full-access trial period of a few days.

Higgsfield Supercomputer is a tool that genuinely does more than the average AI service. But there's a massive gap between "can do more" and "worth paying for." It's hard to see it offering more than something like OpenClaw.

So for now, talk of a revolution in the AI agent space is clearly premature. For those who've been using Higgsfield as a content generation platform, it makes sense to test the new tool and draw your own conclusions for future work.