Traceloop vs Rollstack

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

Rollstack leads in AI visibility (82 vs 23)
Traceloop logo

Traceloop

EmergingInfrastructure

IT Operations

Tel Aviv YC LLM observability platform at $1.2M revenue Jun 2024 with OpenLLMetry open-source; $6.6M total ($6.1M Sorenson/Ibex seed May 2025) monitoring AI application production quality competing with LangSmith for AI debugging.

AI VisibilityBeta
Overall Score
D23
Category Rank
#35 of 68
AI Consensus
55%
Trend
up
Per Platform
ChatGPT
29
Perplexity
33
Gemini
16

About

Traceloop is a Tel Aviv, Israel-based LLM observability platform — backed by Y Combinator with $6.6 million in total funding including a $6.1 million seed in May 2025 led by Sorenson Capital and Ibex Investors with Y Combinator, Samsung NEXT, and Grand Ventures — providing developers and enterprises building LLM-powered applications with monitoring, evaluation, and observability tools for detecting and debugging AI reliability issues in production. Achieving $1.2 million in revenue in June 2024 with an 8-person team, Traceloop maintains OpenLLMetry (an open-source observability framework for LLM applications based on OpenTelemetry standards) that has become a widely adopted tool for AI application debugging and quality monitoring.

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Rollstack logo

Rollstack

LeaderInfrastructure

IT Operations

Presentation automation platform embedding live Tableau, Looker, and BI charts into PowerPoint/Google Slides; $11M from Insight Partners and YC serving SoFi and monday.com automating thousands of data decks.

AI VisibilityBeta
Overall Score
A82
Category Rank
#4 of 68
AI Consensus
50%
Trend
up
Per Platform
ChatGPT
92
Perplexity
78
Gemini
91

About

Rollstack is a San Francisco-based presentation automation platform that uses AI to embed live data visualizations from business intelligence tools — Tableau, Looker, Power BI, Sigma, Excel, and others — directly into PowerPoint and Google Slides presentations, enabling enterprise teams to create data-driven slide decks without manually copying charts or updating numbers. Founded in 2023 and backed by Y Combinator with $11 million in Series A funding led by Insight Partners in October 2024, Rollstack serves Fortune 500 customers including SoFi and monday.com, automating thousands of slide decks.

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AI Visibility Head-to-Head

23
Overall Score
82
#35
Category Rank
#4
55
AI Consensus
50
up
Trend
up
29
ChatGPT
92
33
Perplexity
78
16
Gemini
91
34
Claude
75
23
Grok
76

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Rollstack

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