Epsilla vs Infracost

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

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

Epsilla

EmergingInfrastructure

Cloud Services

US AI agent platform for enterprise private knowledge with no-code and code-first tools generating $1.4M revenue 2024; YC S23 $500K ex-TigerGraph founder competing with Glean and Cohere for enterprise RAG and AI agent deployment.

AI VisibilityBeta
Overall Score
D19
Category Rank
#34 of 85
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
12
Perplexity
23
Gemini
22

About

Epsilla is a United States-based AI agent development platform — backed by Y Combinator (S23) with $500,000 raised from YC, Nivesha Ventures, and Ride Wave Ventures — providing domain professionals, AI engineers, and enterprise teams with an all-in-one platform for building, deploying, and managing production-ready AI agents powered by private organizational knowledge, generating $1.4 million in revenue in 2024 with a 9-person team and serving thousands of generative AI builders and dozens of enterprise and SMB customers. Founded by Richard Song (former Senior Director of Cloud Engineering at TigerGraph, a graph database company), Epsilla addresses the gap between AI prototyping environments (Jupyter Notebooks, LangChain scripts, OpenAI Playground) and production-grade enterprise AI agent deployment that requires security controls, scalability, and organizational knowledge integration.

Full profile
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.

Full profile

AI Visibility Head-to-Head

19
Overall Score
87
#34
Category Rank
#6
59
AI Consensus
45
up
Trend
stable
12
ChatGPT
78
23
Perplexity
78
22
Gemini
94
15
Claude
94
29
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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