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EN 8 mai 2026 · 8 min

OpenClaw vs Claude Agents: A Benchmark on 5 Medical Workflows

We ran the same five medical admin workflows through OpenClaw, Claude Managed Agents and a baseline rule-based system. Here is what we found.


We picked five high-friction workflows that French private practitioners face every week:

  1. APA file completion
  2. Consultation note pre-drafting
  3. Patient email triage and response
  4. Mutual / third-party payment cover check
  5. Real-time patient ↔ practitioner translation (FR/EN)

For each we ran the same prompt corpus through OpenClaw and Claude Managed Agents, with a rule-based baseline as the floor.

Headline numbers

WorkflowBaselineOpenClawClaude Agents
APA file completion (time saved)41 %47 %
Note pre-draft (acceptance rate)64 %78 %
Patient email triage (precision)71 %88 %92 %
Mutual cover check (false positives)12 %4 %3 %
FR↔EN translation (BLEU on medical set)213842

What it really tells you

The headline gap is real but modest. The harder truth is operational:

  • Latency variance matters more than mean latency in clinical workflows.
  • Audit trail completeness is what makes the system pass the medical committee — not raw accuracy.
  • Human escalation policy is the single biggest lever for adoption.

We deploy Claude Managed Agents as the orchestrator and OpenClaw as a specialist tool. The right answer is rarely “one agent” — it is composition.

  • Benchmark
  • Claude Agents
  • OpenClaw
  • Workflows