authzed vs Infracost

Side-by-side comparison of AI visibility scores, market position, and capabilities

Infracost leads in AI visibility (87 vs 19)
authzed logo

authzed

EmergingInfrastructure

Cloud Services

Open-source Google Zanzibar-inspired authorization service; fine-grained permissions for multi-tenant SaaS and AI agent access control at sub-millisecond latency.

AI VisibilityBeta
Overall Score
D19
Category Rank
#49 of 85
AI Consensus
71%
Trend
up
Per Platform
ChatGPT
19
Perplexity
23
Gemini
18

About

Authzed (now SpiceDB) is an open-source, Google Zanzibar-inspired authorization service that enables developers to define and evaluate fine-grained permissions at scale, decoupling authorization logic from application code. Founded in 2021 and headquartered in San Francisco, Authzed built SpiceDB — an open-source implementation of Google's Zanzibar authorization system that powers Google Drive, Google Docs, and YouTube's permission systems — making enterprise-grade authorization accessible to development teams without Google-scale infrastructure.

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Infracost logo

Infracost

LeaderInfrastructure

Cloud Services

SF cloud infrastructure cost management for engineers showing AWS/GCP costs in pull requests before deployment; YC W21 $17.2M at 3,500 companies including 10% of Fortune 500 competing with CloudHealth for FinOps.

AI VisibilityBeta
Overall Score
A87
Category Rank
#6 of 85
AI Consensus
45%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
78
Gemini
94

About

Infracost is a San Francisco-based cloud cost management platform — backed by Y Combinator (W21) with $17.2 million raised including a $15 million Series A led by Pruven Capital with Insight Partners in November 2025 — providing engineers with real-time infrastructure cost visibility during the development workflow, surfacing estimated cloud costs directly in pull requests before code is merged to production. Serving 3,500+ companies including 10% of the Fortune 500, Infracost integrates with Terraform and infrastructure-as-code workflows to calculate and display the monthly cost impact of infrastructure changes at the point in the workflow where engineers can still make cost-aware decisions.

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AI Visibility Head-to-Head

19
Overall Score
87
#49
Category Rank
#6
71
AI Consensus
45
up
Trend
stable
19
ChatGPT
78
23
Perplexity
78
18
Gemini
94
29
Claude
94
27
Grok
96

Key Details

Category
Cloud Services
Cloud Services
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
Cloud Services

Integrations

Only Infracost

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