State of AI 2026

Whether you're pro- or anti-AI, I think most of us agree that AI is having a huge impact on our work as developers, and beyond that, on the world at large.

The 2026 edition of the State of Web Dev AI survey provided a lot of fascinating material to study this impact, and while I certainly recommend checking out the full survey results at your own pace, here are four key trends to get started exploring the data.

#1: Growing AI Adoption

It's important to acknowledge that open surveys such as this one can suffer from inherent selection bias. In other words, an AI-focused survey is probably more likely to be filled out by developers who already use and care about AI.

With that caveat in mind, if we assume that the trends revealed here apply to the industry at large then AI-assisted coding's transition from an early-adopter experiment to a standard practice is now well underway.

This becomes clear when looking at the proportion of AI-generated code produced by respondents, which has jumped from 28% on average in 2025 to 56% this year, with the 75%+ segments seeing the highest growth (delta from the previous year shown by striped bar overlays).

Similarly, respondents are also using AI much more often, with the percentage of respondents stating they use AI “constantly” doubling year-over-year.

#2: Claude Code & the Rise of Coding Agents

This adoption is in large part driven by a new generation of coding agents and assistants, with Claude Code taking the lead when looking at positive respondent sentiment regarding coding agents.

These agents are emerging as a more convenient way to interact with LLMs, and potentially replacing chatbots, app generators, and other specialized tools.

As a consequence, despite ChatGPT having the edge in terms of sheer popularity, Claude is the model that developers actually pay for the most.

#3: Race to Monetization

Now that we've all gotten hooked on cheap AI subsidized by unprecedented VC funding rounds, our collective addiction is making it easier for AI labs to start raising prices. And this translates into a clear increase in individual AI spend compared to last year.

Only time will tell if this increased monetization will justify the current eye-popping AI company valuations, or if they instead mean we're in the midst of an AI bubble. But either way, survey respondents certainly think that we are.

#4: Increased Risk Factors

It would be irresponsible to talk about AI progress without also mentioning the many issues stemming from all these advances.

There is a real risk that many of us will lose our livelihood because of AI improvements. After all, whether AI can actually do our jobs or not, all that's required for developers to be replaced is that management believes it can.

But the list of AI risks does not stop there.

Right now, armed forces throughout the world are working on autonomous drones and targeting systems that free them from the heavy responsibility of weighing the cost of human life; and all of this is of course happening against a backdrop of accelerating climate change made worse by AI's ever-increasing resource consumption.

Even if you discount these externalities, as we rely on AI more and more, it's hard to shake the feeling that maybe our new cyber-buddies aren't being fully truthful with us, with hallucinations and inaccuracies being cited as the most common AI pain points.

The AI Future Is Here Whether We Want It or Not

I'll be honest: I'm not sure where all this leaves us. But whether you think we should be embracing AI, fighting it, or maybe something in between, one thing's for sure: it's becoming increasingly difficult to ignore it.

So if like me you haven't quite made up your mind on this complex topic, hopefully these survey results can be one more data point that will help you make more informed decisions–without having to ask ChatGPT first.

– Sacha Greif