Head to head, rubric v2.3.0
Neuronwriter is 1 points more agent-ready than Surferseo (69/100 against 68/100). Both scores come from public HTTP responses only.
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Share of each check group passed
Machine access
Surferseo 100%
Neuronwriter 100%
Content legibility
Surferseo 100%
Neuronwriter 96%
Discovery surface
Surferseo 25%
Neuronwriter 60%
Identity & policy
Surferseo 42%
Neuronwriter 25%
Agent-facing performance
Surferseo 100%
Neuronwriter 63%
Agent protocols
Surferseo 0%
Neuronwriter 0%
Catalogue access
Surferseo 100%
Neuronwriter 100%
Product data legibility
Surferseo 9%
Neuronwriter 0%
Agent-commerce protocols
Surferseo 0%
Neuronwriter 0%
Checkout traversability
Surferseo 30%
Neuronwriter 30%
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