Solo.io vs Infracost

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

Solo.io logo

Solo.io

ChallengerCloud & Infrastructure

API Gateway, Service Mesh & AI Gateway

Solo.io is a cloud-native infrastructure company building Gloo API gateway, Gloo Mesh (Istio enterprise), and Gloo AI Gateway; co-created Istio with Google; donated Gloo Gateway to CNCF and launched Agentgateway for agentic AI workloads in 2026.

About

Solo.io is a cloud-native infrastructure software company that builds enterprise-grade API gateway, service mesh, and AI gateway products for platform engineering and DevOps teams. Founded in 2017 by Idit Levine and headquartered in Cambridge, Massachusetts, Solo.io is best known for its Gloo product family and its role as a co-creator (alongside Google) of the Istio open-source service mesh — which has become the de facto standard for microservices networking in Kubernetes environments. Solo.io provides enterprise support, hardened distributions, and advanced features on top of open-source Istio, enabling large organizations to run Istio in production at scale with enterprise SLAs.

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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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Key Details

Category
API Gateway, Service Mesh & AI Gateway
Cloud Services
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Infracost
Cloud Services

Integrations

Only Infracost

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