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Agent Versus

Every scored service against every criterion. Hover a cell for the reason behind the number. Groups column reads Find & retrieve · Act & transact · Trust & durability.

ServiceOverallGroupsSfIqDxAcPtAuPyCfTsRl
Stripe
Payments
9
Agent-ready benchmark
9.5 · 9.6 · 9.09.591010109.5108.599
Cloudflare
Internet infrastructure
9
Agent-ready benchmark
9.3 · 9.1 · 8.59.599.39109.38.58.58.58.5
GitHub
Developer platform
9
Agent-ready benchmark
9.2 · 8.5 · 9.0999.59.51095999
Shopify
E-commerce platform
9
Agent-ready benchmark
9.0 · 9.0 · 7.899999.88.598.587.5
Notion
Productivity / workspace platform
7
Strong
7.8 · 6.6 · 7.87.57.58.57.59826.587.5
Slack
Team communication platform
7
Strong
8.0 · 5.9 · 6.08.578.58.595.524.55.56.5
X (Twitter)
Social platform
4
Agent-hostile
5.3 · 4.5 · 2.53.55.574.5672332
LinkedIn
Social platform
3
Agent-hostile
3.7 · 2.4 · 3.222.56.52.5321.5315.5

Sf Machine-readable surface · Iq Information retrieval quality · Dx Documentation for machines · Ac Action coverage · Pt Agent protocol support · Au Access & auth friction · Py Agent payment capability · Cf Cost & rate fairness · Ts Permission & ToS stance · Rl Reliability & continuity

Point-in-time assessment — services change terms, prices and APIs often. That volatility is itself scored under Reliability & continuity. Re-verified at least quarterly. Want a service scored? Request it →