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Claude Opus 5 — Near-Fable 5 intelligence at half the price

78Score 78 out of 100 — Strong

anthropic.com

World-class research authority drives elite performance. Systemic hydration errors and heavy front-end architecture currently obscure high-value content.

Murmell — Cloud canvas where your team and AI agents works together

77Score 77 out of 100 — Strong

murmell.com

Exceptional AI-search readiness with developer-centric positioning. Dragged down by a 17.2MB homepage payload and missing measurement infrastructure.

MCP-Billing — OAuth 2.1 + usage-based Stripe billing for MCP servers

72Score 72 out of 100 — Fair

mcp-billing.com

Strong vertical positioning for developers and high-performance infrastructure. Critical technical SEO configuration errors currently bottleneck growth.

OpenMarkdown — A markdown editor you and your agent co-edit

72Score 72 out of 100 — Fair

openmarkdown.dev

Exceptional technical performance and architecture. Obscured by a complete lack of keyword metadata and AI discoverability signals.

Token Harbor — The easiest way to access frontier AI models.

65Score 65 out of 100 — Fair

tokenharbor.ai

Exceptional usability for developers backed by a high-performing foundation. Blocked from search indexing by a critical canonical configuration error.

TraceLLM — OpenTelemetry for production AI applications

61Score 61 out of 100 — Fair

tracellm.in

Exceptional edge delivery and Node.js documentation anchor the core. Unfixed soft-404 vulnerabilities and missing measurement infrastructure severely cap visibility.

Openbase — Manage your team of AI agents by voice, from anywhere

59Score 59 out of 100 — Below the bar

openbase.cloud

Clear voice-first AI positioning. Heavy homepage payload and critical technical SEO failures.