Moat Index
Companies· AI Labs

Anthropic

Moat score

A frontier lab with the safety brand and rented everything else — compute, capital, and distribution.

MOATE2.9Solid
2.9 Solid
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DimensionMOATECommunity
Switching costsweight 15Claude Code — repo config, hooks, MCP servers, months of tuning — is real developer lock-in, stickier than a consumer chat habit. API-only customers can still swap with a config change.7
Network effectsweight 15MCP is a modest developer ecosystem, not a flywheel. Value does not compound with more customers.3
Scale & cost advantageweight 12$517 billion of compute is rented, not owned; no cost advantage over the hyperscalers it rents from.5
Brand & pricing powerweight 12The safety brand plus frontier pricing power. Pace the Frontier made it the author of the slowdown.8
Cornered resourceweight 12Frontier weights, research talent, and the Amazon and Google capital relationships.8
Distribution controlweight 12Sold through Bedrock, Vertex, and the direct API — every pipe belongs to someone else.5
Disruption resilienceweight 12At the frontier and cost-competitive; open-weight commoditization is the standing threat.7
Independenceweight 10Amazon and Google for capital, xAI for compute on a 90-day termination, and an administration that blacklisted it.3

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Analysis

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How strong is Anthropic's moat?

Question 1 of 8

Switching costs

Switching costs · weight 15

How painful — in money, time, risk, retraining — is it for a customer to leave?

5