operational metric

Anthropic R&D Automation Index

Model-rated automation across a fixed basket of R&D work.

Observed R&D automation

What this measure tells us

Describes actual reported organizational use.

  • Model judgment and approximate person-time weights.
  • Automation share is not a causal productivity estimate.

Results by version

August 2026 snapshot

2026-09-17 · 378 tasks

378 leaf categories; work basket built from July records.

Published results · August 2026 snapshot
KeySystem / organizationMetricReported resultDateProtocolVerificationEvidence
—AnthropicWork rated AI leads26%2026-08automation-ai_leadslab reported
—AnthropicWork rated fully autonomousNo measured subset fully autonomous2026-08automation-autonomouslab reported

Version lineage

Reference points

No applicable reference points are published for this measure.

Availability

What is publicly available
ResourceStatus
public descriptionyes
public resultsyes
public tasksno
public codeunknown
public evaluation serviceunknown

Official sources