Google's launch post puts lab and physical results alongside the benchmarks. All of them are company-reported, without published data.
The part of Google's launch that spread fastest today was not a benchmark. Google says its scientists worked with Gemini 4 Argon to design serine esterases, enzymes that cut ester bonds, and that "in a matter of hours" the model assembled the data, tuned models and applied filters to reach "a final set of five novel designs." Lab testing, Google says, "confirmed robust catalytic activity across these designs".
That is a real experimental step: molecules were made and tested, not merely predicted. It is also, so far, a sentence in a blog post. Google published no reaction rates, no structures and no paper. The target molecule, 4-methylumbelliferyl acetate, glows under UV once its ester bond is broken, which is the standard readout in this field. The 2024 Baker lab work on designed serine hydrolases used the same substrate and reported its best designs were still "orders of magnitude slower than native hydrolases". "Robust catalytic activity" with no number attached cannot be placed against that. What Google is claiming is speed and a hit rate, not better enzymes.
Google makes a similar speed claim in robotics. It says Argon watched raw video of a person playing cornhole, mapped the space, wrote its own simulation code, and that Apptronik's Apollo humanoid then "sank seven consecutive shots" in a real trial, a pipeline it says compresses "weeks of manual simulation modeling into a few hours". On ERQA, a test of physical and spatial reasoning, Google says Argon scores 87% using pure reasoning, "outperforming every other frontier model" in the comparison it published. Seven throws is a demonstration, not a success rate.
The post also adds internal numbers Google had not given before: more than 100,000 Google employees use Argon monthly through an internal version of Antigravity, and over four weeks agentic code submissions rose 35% while post-submission rollbacks fell about 30%. Google is offering 10,000 scientists free access to Antigravity's highest tier for six months. Meanwhile VentureBeat notes a Business Insider report from October 10 that Googlers are already testing internal successors codenamed Barium and Carbon.
The pattern holds across the whole launch: specific, checkable-sounding claims, nearly all measured by Google. The enzymes are the most interesting of them because the work left the computer, and the most frustrating, because the data that would let anyone else judge it has not been released.
