Salesforce CEO Marc Benioff projected that his company will spend approximately $300 million on Anthropic Claude tokens in 2026, with the vast majority going to coding agent workloads. Benioff made the disclosure on the All-In podcast published May 16.
“These coding agents are awesome. Anthropic is awesome,” Benioff said. “I am going to probably use $300 million of Anthropic this year at Salesforce. Coding. Everything’s going to be cheaper to make.”
From Hiring Freeze to Token Budget
The token spend follows Salesforce’s 2024 decision to freeze engineering hiring. Benioff announced in late 2024 that the company would not add software engineers in 2025, citing productivity gains exceeding 30% from Agentforce and other AI tools, according to Times of India.
But Benioff has clarified that AI has not replaced engineers. Salesforce’s approximately 15,000 engineers now work alongside AI tools including Anthropic models, OpenAI Codex, and Cursor. “Those engineers are needed. The model still cannot operate autonomously,” he said, according to Times of India. Engineers have shifted into a supervisory role over coding agents rather than being displaced by them.
Last August, Benioff announced that agent-driven productivity had enabled Salesforce to reduce its support workforce from 9,000 to 5,000, according to Business Insider.
Agentforce and Slack Integration
Salesforce’s Agentforce business has reached $800 million in annual recurring revenue, up 169% year-on-year with 29,000 deals closed, The Next Web reported. Slack revenue is expected to hit $3 billion this year. From this summer, every new Salesforce customer will have Slack automatically provisioned and AI-enabled from day one.
Benioff also revealed that Salesforce is developing technology to make coding easier inside Slack. “You’re going to see some cool stuff with Slack and code I’m not ready to talk about yet,” he told the podcast. “But there’s no question that we are in a new moment in coding.”
The Routing Layer Argument
Benioff’s most technically interesting comment was his call for an “intermediary layer” that routes token inputs intelligently, sending complex reasoning tasks to frontier models like Claude and simpler ones to smaller, cheaper models. As The Next Web noted, Claude Opus 4.7 is priced at $5 per million input tokens and $25 per million output tokens. Smaller models cost a fraction of that. At $300 million in annual spend, even modest routing optimization could save tens of millions.
The signal from Salesforce is that Benioff intends to build that optimization layer rather than wait for Anthropic to offer it. That distinction matters: it suggests enterprise customers at this scale are already thinking about inference cost management as a core competency, not a vendor feature.
The Structural Shift
Salesforce has also invested more than $300 million in Anthropic as a company, beginning with its Series C round in early 2023, giving it roughly a 1% stake at Anthropic’s current $380 billion valuation, according to The Next Web. Benioff has said Microsoft blocked Salesforce from investing in OpenAI, redirecting the company toward Anthropic.
A $300 million annual token bill from a single customer would make Salesforce one of Anthropic’s largest commercial accounts. It also puts a concrete dollar figure on a trend NCT has been tracking: frontier AI token consumption is becoming a major operational expense line, not an R&D experiment. Benioff himself framed it as a “digital labour revolution,” with AI reportedly accounting for 30% to 50% of Salesforce’s overall workload.