Google's $3 million for up to 200 European scientists works out to $15,000 each

The money is the smallest part of the offer. An even split of $3 million across 200 slots is $15,000 a researcher ^[9], and because the offer is for up to 200, a Commission that fills 100 slots doubles each share to $30,000 ^[10][4]. Cryptobriefing calls the sum meaningful for individual labs and modest against European research as a whole ^[11].

So the lock-in case, if there is one, rests on what the credits are spent on. A lab that runs AlphaFold 3 or WeatherNext on Google Cloud compute until its share is gone ^[1][2] is left with pipelines, trained staff and data formats fitted to that stack, and the next compute bill is a Google bill. That chain is our inference. The sources describe an access program and do not call it lock-in. In our view $15,000 is too little to buy a customer, or rather too little to buy one on price, and enough to start a habit.

There are other ways this goes. The credits could go on one-off runs that leave nothing behind, in which case Google has bought goodwill and little else. The tools are pitched at molecular mapping, weather forecasting and genomic analysis ^[3], so the awards could also be spread across three fields with no single model carrying the dependency. Or the models turn out to be portable. The announcement as reported does not say how long the credits last or what they can buy beyond running the models, and we would drop the thesis if recipients can run these models on other infrastructure or keep access once the pool is spent.