Palantir Technologies is leaning hard into the surging economics of AI usage, with its executives declaring that tokens, the basic unit of computation in large language models, have become the new fuel powering enterprise AI adoption.
On its first-quarter earnings call Monday, Chief Technology Officer Shyam Sankar highlighted record token consumption on the company’s Artificial Intelligence Platform (AIP), noting that rapidly falling costs are paradoxically driving higher usage rather than curbing it.
“Tokens are the new coal,” Sankar said. “AIP is the train.”
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He invoked the Jevons paradox to explain the phenomenon: “When the Victorians built more efficient steam engines, everyone assumed coal consumption would fall. Instead, it skyrocketed.”
This dynamic is playing out in real time at Palantir. As the cost per token drops, customers are deploying AI more aggressively across their operations, burning through far more tokens than expected. For Palantir, this translates into accelerating platform usage and stronger revenue momentum.
However, Sankar was quick to draw a firm boundary. Palantir is deliberately positioning itself as a “no slop zone,” pushing back against the industry tendency toward flashy but low-value AI experiments.
“More tokens means more slop,” Sankar said, criticizing the practice of “tokenmaxxing” — maximizing usage for its own sake rather than driving measurable business outcomes.
This disciplined approach appears to be resonating with customers. Palantir posted robust first-quarter results and significantly raised its full-year outlook, reinforcing its status as one of the clearest winners in the enterprise and government AI software market.
Strong Results Across the Board
For the quarter ended March 31, Palantir reported revenue of $1.63 billion, beating Wall Street expectations of $1.54 billion. Adjusted earnings per share came in at 33 cents, ahead of the 28 cents forecasted.
Growth was particularly impressive on the commercial side, with U.S. commercial revenue exploding 133% year-over-year to $595 million. U.S. government revenue rose 84% to $687 million, helping drive overall revenue up 85% to $1.6 billion. U.S. revenue doubled to $1.28 billion.
CEO Alex Karp struck a bullish tone in his letter to shareholders. He said: “The United States remains the center, the constant core, of our business. And that business is erupting.”
Buoyed by demand, Palantir raised its fiscal 2026 revenue guidance to $7.65–$7.66 billion, up from the prior range of $7.18–$7.20 billion. It also increased its U.S. commercial revenue target to more than $3.22 billion. For the second quarter, the company expects revenue between $1.797 billion and $1.801 billion, comfortably above consensus estimates of $1.68 billion.
Palantir’s government business continues to benefit from the growing role of AI in modern warfare. Its Maven AI system, which supports data analysis and real-time targeting decisions, became an official “program of record” for the Pentagon in March — a designation that locks in long-term funding and institutional adoption across the U.S. military. The company also recently secured a $300 million contract with the U.S. Department of Agriculture.
On the commercial front, enterprises are increasingly turning to Palantir’s platforms to integrate disparate data sources and automate complex operational decisions. The combination of sticky government contracts and accelerating commercial wins has created a powerful dual growth engine.
While many AI companies are chasing raw usage volume, Palantir is betting that customers ultimately want reliable, high-impact systems rather than experimental demos. By focusing on practical deployments and warning against “AI slop,” the company is trying to build a reputation for quality and ROI in a market increasingly flooded with hype.
This approach seems to be paying off. Palantir’s ability to deliver tangible results for large organizations, particularly in complex environments like defense, intelligence, and heavy industry, sets it apart from pure-play AI model providers and more generic software vendors.
Palantir has come a long way from its early days, focused primarily on government intelligence work. It is now firmly established as a major player in the enterprise AI space, with a growing commercial book and a defensible position in high-stakes national security applications.
As token consumption continues to surge and AI becomes more deeply embedded in organizational workflows, Palantir’s “no slop zone” philosophy could prove to be a significant competitive advantage, helping it win and retain customers who are growing weary of flashy but ineffective AI experiments.