This founder is waving the white flag on tokenmaxxing.
Pylon CEO Marty Kausas broke down his token finances in a popular X post. His startup’s Anthropic bill was jumping from $400,000 to $1.4 million a year, he wrote, simply because Pylon passed 150 seats on its plan, meaning he would be required to pay for the enterprise tier.
Kausas then broke down his “unfiltered thoughts on AI spend,” including why the era of tokenmaxxing is “coming to an end.”
“We should spend tokens to grow as aggressively as possible,” Kausas wrote. “But most people (me included) aren’t conscious of what they’re spending.”
AI coders need to know the bills they’re racking up, Kausas wrote. “Visibility comes first. People see their personal number and they’re shocked,” he said. “I accidentally spent $4,000 in 3 days in Claude Code.”
Kausas also weighed which roles benefit most from high token spending. For engineers, he wrote that it was “clearly worth it.” Strapping engineers with frontier models saves more than it costs, he wrote.
This is a common feeling among startups. Pylon is backed by Y Combinator, the accelerator that has championed the idea of tokenmaxxing, not headcountmaxxing.
Kausas was more skeptical about wide token allocations for other job titles. “Apps nobody uses, skills someone already built,” he wrote. “No ROI.”
Pylon is already requiring its support team to request approval for additional tokens, he wrote. That informed his conclusion: “Spend limits are coming.”
Indeed, Business Insider found that companies like Coinbase and Deloitte had already set caps.
Venture capitalist and “All-In” host Chamath Palihapitiya reposted Kausas: “Well, it was good while it lasted I guess…”
As for that high Anthropic bill, its primary competitor has already swooped in. An OpenAI employee entered Kausas’ comments to ask: “How can we help?”
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