Jellyfish vs Datadog

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

Datadog leads in AI visibility (88 vs 61)
Jellyfish logo

Jellyfish

ChallengerEnterprise SaaS

Engineering Intelligence Platform

Raised $71M total including Series B led by Accel. Active 2026 growth as CFOs demand engineering efficiency metrics. Connects Jira, GitHub, and financials to show ROI of engineering investment. 1M+ engineers tracked.

AI VisibilityBeta
Overall Score
B61
Category Rank
#1 of 1
AI Consensus
75%
Trend
up
Per Platform
ChatGPT
52
Perplexity
57
Gemini
58

About

Jellyfish is an engineering intelligence platform that maps engineering work to business outcomes — connecting Jira tickets, GitHub commits, deployment data, and financial investment to show executive leadership the return on engineering spending. The company has raised $71 million in total including a Series B led by Accel, serving enterprises who need to demonstrate that software engineering investment is generating measurable business value.

Full profile
Datadog logo

Datadog

LeaderDevOps

Observability & Monitoring

Cloud observability leader with $2.68B ARR; 750+ integrations; expanding into AI/LLM monitoring as enterprises instrument generative AI workloads at scale in 2025.

AI VisibilityBeta
Overall Score
A88
Category Rank
#1 of 1
AI Consensus
80%
Trend
up
Per Platform
ChatGPT
93
Perplexity
93
Gemini
88

About

Datadog is a cloud-native monitoring and security platform founded in 2010 by Olivier Pomel and Alexis Lê-Quôc, headquartered in New York City. The company went public on Nasdaq (DDOG) in September 2019 and has grown to serve over 29,000 customers as of FY2024, generating $2.68 billion in annual recurring revenue, representing approximately 26% year-over-year growth. Datadog's platform spans infrastructure monitoring, application performance management (APM), log management, security monitoring, and AI observability, positioning it as the unified observability stack for cloud-scale engineering teams.

Full profile

AI Visibility Head-to-Head

61
Overall Score
88
#1
Category Rank
#1
75
AI Consensus
80
up
Trend
up
52
ChatGPT
93
57
Perplexity
93
58
Gemini
88
62
Claude
97
62
Grok
92

Capabilities & Ecosystem

Capabilities

Only Jellyfish
Engineering Intelligence Platform
Only Datadog
Observability & Monitoring
Datadog is classified as company.

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