# The Early Scale: Chinese AI Models Now Run 30% of Enterprise Tokens at One-Tenth the Cost

By MarketScale Newsroom · Published 2026-07-29 · Updated 2026-09-01 · Business Services on MarketScale
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Creator hub: The Early Scale

> Chinese AI models now handle 30% of enterprise tokens at one-tenth the cost of US rivals. Industrial M&A just hit $173B with mega-deals consuming 56% of deal value. And Salesforce is backing Agentforce with a $1B infrastructure bet. Here's what sharp operators should do about all three.

## Key points

- Chinese AI models handle 30% of enterprise tokens at one-tenth the cost of US models.
- Recent industrial mergers and acquisitions have reached $173 billion, with mega-deals constituting 56% of the total deal value.

## The lead

The AI deployment gap is getting harder to ignore. Enterprises spent years buying AI tools; now the receipts are coming in, and the ROI column looks thin. The stories converge on a single theme: the gap between what automation promises and what it actually delivers in the field is now the central business problem for operators, finance leaders, and marketers alike. The companies closing that gap fastest will set the competitive baseline for everyone else.

## Sources

- [Meta, BlackRock partner on $14 billion El Paso data center](https://www.reuters.com/technology/meta-blackrock-partner-14-billion-el-paso-data-center-2026-07-28/) (Reuters)

Tags: The Early Scale, B2B News, Morning Brief, MarketScale, AI, enterprise software, industrial M&A, agentic AI, Salesforce, open-weight models, trucking, logistics, B2B marketing, martech, procurement, supply chain

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