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Every week, you get clear, honest breakdown of what’s really happening in AI. No recycled press releases pretending to be insight. Just the developments that actually matter.

At some point in the last 18 months, the average person interested in AI started accumulating subscriptions the way they once accumulated streaming services. ChatGPT Plus here. Claude Pro there. Perplexity because someone said it was good. Gemini Advanced because it came bundled.

Most people paying for AI right now are spending more than they need to. Not because the tools are bad, but because free tiers have gotten much better and the paid upgrades have not kept pace with that. The companies have not made it easy to figure out which upgrade actually changes how you work and which one is brand name with a price tag.

This issue makes that call directly. Let's get into it.

Last Tuesday, marketing asked Viktor to write the weekly campaign recap, pull performance from Google Ads and Meta, and format it as a PDF for the exec team. Done in four minutes.

That same afternoon, engineering asked Viktor to review three open pull requests on GitHub, cross-reference with the Linear sprint board, and flag anything blocking the release. Posted to private channel before standup.

At 9pm, ops asked Viktor to draft a vendor contract summary from three Notion docs and send it to the team. It was in #ops by morning.

None of them knew the others were using it.

Same colleague. Three departments. That's what changes when your AI coworker lives in Slack, where your whole company already works. It's not a tool one person logs into. It's a teammate everyone messages.

5,700+ teams. SOC 2 certified. Your data never trains models.

"Viktor is now an integral team member, and after weeks of use we still feel we haven't uncovered the full potential." - Patrick O'Doherty, Director, Yarra Web

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The AI subscription market has a structural problem. When these products launched, the gap between free and paid was large enough to justify the charge without much thought. That has changed. Every major platform has improved its free tier in the last year, free users are a growth metric investors reward, and the side effect is that the value case for the $20 paid tier has quietly thinned.

Here is where things actually stand.

ChatGPT Plus at $20 a month is still defensible for heavy daily users. Voice mode, more reliable access during peak hours, larger upload limits, and earlier access to new models are all real. If you open ChatGPT for serious work every day, it earns its cost. If you use it a few times a week for quick questions, the free tier handles it and the $20 is going nowhere.

ChatGPT Pro at $200 a month is almost never worth it for an individual. The o1 pro mode access and additional compute exist, but the number of personal use cases that genuinely require that level of compute is small. If you upgraded because you wanted the best possible version of the product, there is a good chance you are not using what you are paying for.

Claude Pro at $20 a month is one of the more defensible subscriptions on this list, but only for a specific reason: Projects. If you use Projects to give Claude persistent context across sessions and you hit the free tier limits regularly, the upgrade pays off in a way you can actually feel. Without that specific workflow, the free tier is good enough that most occasional users will not notice the difference.

Gemini Advanced, bundled into Google One AI Premium, is the hardest to recommend. The model is capable, but the gap between it and the free Gemini tier is thin for most users, and the Workspace integration that was supposed to make it obvious has been slower to arrive than Google suggested at launch. Most people paying for it are paying for a promise that has not fully delivered.

Perplexity Pro at $20 a month is the one most people can drop without noticing. The free tier gives you AI-powered search with a daily limit that most casual users never actually hit. If you are using Perplexity as a dedicated research tool for hours every day, keep it. Otherwise you are paying for headroom you are not using.

GitHub Copilot at $10 to $19 a month is the most underrated subscription on this list and the most overlooked outside the developer audience. For anyone in their code editor most of the day, it is the one AI tool that has consistently shown a change in actual output rather than just output quality. It earns its cost in a category most comparison articles forget to include.

The pattern across all of these is the same. The subscriptions that justify their cost change the workflow, not just the quality of individual answers. When a paid tier only gives you better responses rather than a different way of working, the free tier is usually close enough that most people would not miss the upgrade.

The honest approach to AI subscription decisions is to cancel everything, wait two weeks, and only sign back up for the one you actually missed. Most people who try this find they missed one product and had completely forgotten about the other three. The industry calls those three "retained subscribers." The more accurate word is "overlooked."

The strategy at every major AI platform is the same: keep the free tier good enough to grow the user base, keep the paid tier just differentiated enough to hold the charge, and hope users do not sit down and work out whether the upgrade actually changed anything for them.

The people getting clear value from paid AI subscriptions are the ones who hit a specific ceiling. The developer burning through Copilot's free tier every day. The writer who needs Claude's Projects to function. The researcher using Perplexity for hours at a stretch. For everyone else, the free tier is closer to sufficient than the pricing page would have you believe.

The honest test is simple. Look at what you paid last month across AI tools. Then ask what you specifically could not have done on a free tier. If the answer takes more than one sentence to explain, or if the answer is vague, that is the answer.

Go check your subscriptions today. Not the AI ones specifically, all of them, and look for anything AI-related you did not consciously sign up for or have not used in 30 days.

Then pick one subscription you are keeping and ask what specifically it lets you do that the free tier does not. If you cannot name it in one sentence, that is worth knowing.

Reply and tell me what you kept and what you cancelled.