Honeycomb vs Scaleway

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

Scaleway leads in AI visibility (78 vs 64)

Honeycomb

ChallengerIT Operations & Observability

Modern Observability

Raised $50M Series D April 2023 bringing total to $147M; 160% net revenue retention

AI VisibilityBeta
Overall Score
B64
Category Rank
#1 of 1
AI Consensus
57%
Trend
stable
Per Platform
ChatGPT
74
Perplexity
61
Gemini
57

About

Honeycomb is a modern observability platform that helps engineering teams understand complex distributed systems through real-time data exploration and debugging capabilities. The company serves DevOps engineers, SREs, and software developers who need to troubleshoot production issues, optimize performance, and understand system behavior in microservices and cloud-native architectures. Honeycomb differentiates itself through high-cardinality data analysis, collaborative debugging workflows, and the ability to ask arbitrary questions of production data without pre-defining metrics, enabling teams to quickly identify and resolve issues in modern software systems.

Full profile

Scaleway

LeaderAI Infrastructure

Cloud Provider

Scaleway is a French cloud provider under Iliad Group with ~€150M estimated revenue. Focused on European data sovereignty and GPU cloud for AI. HQ: Paris. Founded 1999.

AI VisibilityBeta
Overall Score
B78
Category Rank
#1 of 2
AI Consensus
84%
Trend
stable
Per Platform
ChatGPT
71
Perplexity
76
Gemini
78

About

Scaleway is a French cloud computing provider and subsidiary of Iliad Group, the telecommunications and technology conglomerate founded by billionaire Xavier Niel. Originally launched as Online.net in 1999 and rebranded as Scaleway in 2015, the company has grown into one of Europe's leading independent cloud providers, positioning itself as the European alternative to US hyperscalers for GDPR-sensitive workloads.

Full profile

AI Visibility Head-to-Head

64
Overall Score
78
#1
Category Rank
#1
57
AI Consensus
84
stable
Trend
stable
74
ChatGPT
71
61
Perplexity
76
57
Gemini
78
72
Claude
76
67
Grok
75

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.