SigNoz vs Elastic

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

Elastic leads in AI visibility (90 vs 44)
SigNoz logo

SigNoz

EmergingIT Operations & Observability

Open Source APM

Open-source APM with unified metrics, traces, and logs on OpenTelemetry and ClickHouse; YC-backed $6.5M with 19,000+ GitHub stars competing with Datadog and Grafana for self-hosted observability.

AI VisibilityBeta
Overall Score
C44
Category Rank
#138 of 305
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
42
Gemini
40

About

SigNoz is an open-source application performance monitoring (APM) and observability platform providing unified metrics, distributed traces, and logs in a single application — built natively on OpenTelemetry standards and deployable via self-hosted Docker/Kubernetes or SigNoz Cloud, offering teams full ownership of their observability data without vendor lock-in or per-seat/per-GB pricing that makes Datadog and New Relic expensive at scale. Founded and backed by Y Combinator with $6.5 million raised, SigNoz has grown to 19,000+ GitHub stars and is used by teams at Bands, Outplay, and hundreds of engineering organizations globally as the open-source Datadog alternative.

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Elastic logo

Elastic

LeaderIT Operations & Observability

Search & Observability

NYSE-listed (ESTC) Elasticsearch creator at $1.42B revenue with search, observability, and SIEM; 21,000+ customers competing with Splunk and Datadog while powering AI RAG vector search infrastructure.

AI VisibilityBeta
Overall Score
A90
Category Rank
#11 of 305
AI Consensus
74%
Trend
stable
Per Platform
ChatGPT
84
Perplexity
94
Gemini
90

About

Elastic N.V. is an Amsterdam-based enterprise search and observability company — the creator and primary commercial distributor of Elasticsearch, the world's most widely used open-source search engine — providing the Elastic Stack (Elasticsearch distributed search, Kibana visualization, Logstash data pipelines, Beats lightweight data shippers) for enterprise search, application observability, SIEM security analytics, and vector search for AI applications. Listed on NYSE (NYSE: ESTC), Elastic was founded in 2012 by Shay Banon and generated $1.42 billion in revenue in fiscal year 2025, serving 21,000+ customers including Microsoft, Verizon, and Spotify.

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AI Visibility Head-to-Head

44
Overall Score
90
#138
Category Rank
#11
83
AI Consensus
74
stable
Trend
stable
43
ChatGPT
84
42
Perplexity
94
40
Gemini
90
47
Claude
91
41
Grok
95

Key Details

Category
Open Source APM
Search & Observability
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only SigNoz
Open Source APM
Only Elastic
Search & Observability

Integrations

Only Elastic
Elastic is classified as company.

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