Two years into the mainstream AI tools era, the hype cycle has calmed enough to have a more honest conversation. Some of these tools are genuinely transformative for the right use cases. Others are impressive demos that don’t hold up in daily use. And a significant number are products that were rushed to market with ‘AI’ in the name and little substance behind it. Here’s what’s actually worth your time and money.
For general writing, thinking, and analysis, the three major AI assistants — ChatGPT, Claude, and Gemini — have each developed distinct strengths. ChatGPT (particularly GPT-4o) remains the most versatile and the one with the widest ecosystem of integrations. Claude has earned a strong reputation for nuanced writing, longer documents, and tasks that require careful reasoning. Gemini is the natural choice if you’re embedded in Google Workspace. All three are genuinely excellent; which you prefer often comes down to the work you do most. If you only subscribe to one, try the others in their free tier first.
For coding, GitHub Copilot has become a standard tool in professional development environments, with studies showing meaningful reductions in time spent on boilerplate code. JetBrains AI and Cursor (a VS Code fork with deep AI integration) are strong alternatives. These tools are best understood as intelligent autocomplete that requires an experienced developer to evaluate and correct — not as code generators that replace technical judgement.
For image generation, Midjourney remains the quality leader for artistic and concept work, with a subscription model that makes sense for professionals using it regularly. Adobe Firefly is the practical choice for anyone in the Adobe ecosystem, given its tight integration with Photoshop and Illustrator and its trained-on-licensed-content model, which matters for commercial work.
For research and summarisation, Perplexity AI has become a credible alternative to Google for exploratory questions, providing sourced answers rather than a list of links. NotebookLM from Google, which lets you upload documents and have a genuine conversation about their contents, is outstanding for anyone dealing with large volumes of reading.
The trap to avoid is subscribing to tools you try once and forget. Before subscribing to anything, identify one specific workflow problem you want it to solve, run the free tier for two weeks on that problem, and only pay if it’s solving it. The best AI tool is the one that becomes genuinely embedded in how you work — not the most impressive one you saw on a demo.