B2B SaaS Provider · vs · B2B SaaS Provider
Elastic vs SigNoz
Structured technology and market comparison · 2026
Direct Feature Comparison
Elastic · vs · SigNozEnterprise search, observability and security software built on Elasticsearch.
Open-source observability and APM platform for engineering teams.
Comparison Analysis
What is the main difference between Elastic and SigNoz?
When comparing Elastic and SigNoz, both platforms operate within the B2B SaaS Provider ecosystem. Elastic is positioned as Enterprise search, observability and security software built on Elasticsearch, whereas SigNoz focuses on Open-source observability and APM platform for engineering teams. Decision-makers evaluate both solutions when orchestrating their commercial monetization and technology stack.
What are the top alternatives to Elastic and SigNoz?
When evaluating Elastic and SigNoz, enterprise buyers also consider other platforms in B2B SaaS Provider. You can discover the full competitive landscape and evaluate other alternatives by viewing their respective footprint profiles on Polaris7.
Market Signals
Recent Market Signals & Activity: Elastic vs SigNoz
Documented market movements, strategic partnerships, product releases, and regulatory developments mapped across Polaris7.
Elastic
Recent Signals
- ·SEC APIfinancials
10-Q Financial Filing Analysis for Elastic (2026-08-28)
Elastic N.V. reported its financial results for the first quarter of fiscal 2027 ended July 31, 2026, delivering total revenue of $478.11 million, up 15% year-over-year. The growth was led by Elastic Cloud, which increased 20% year-over-year to $235.21 million and now represents 49% of total company revenue. Concurrently, Elastic initiated a restructuring plan on June 24, 2026, to streamline operations, involving a 7% workforce reduction and $19.92 million in restructuring charges. Further expanding its product capabilities, Elastic also executed a post-quarter cash acquisition of Deductive AI, Inc. for approximately $70 million.
- Q1 FY2027 total revenue rose 15% year-over-year to $478.11 million, with Elastic Cloud increasing 20% to $235.21 million (49% of total revenue).
- Restructuring plan initiated on June 24, 2026, resulted in a 7% workforce reduction and $19.92 million in restructuring and related charges.
- Post-quarter cash acquisition of Deductive AI, Inc. closed on August 21, 2026, for approximately $70 million.
- ·https://martechseries.com/feed/Hiring
Elastic Nominates Julia Liuson to Board
Elastic announced the nomination of Julia Liuson to its Board of Directors. Liuson is a veteran technology executive who most recently served as President of Microsoft’s Developer Division and played a leadership role in integrating AI into developer tools including work with GitHub. Her nomination is subject to shareholder approval at Elastic’s annual general meeting in October 2026; if elected she will join the company’s Compensation Committee. The release also notes that Caryn Marooney will not stand for re-appointment when her term expires in October 2026. Elastic positioned the nomination as adding AI and developer-platform expertise as the company pursues opportunities connecting AI applications and agents to enterprise data for observability and security use cases.
- Elastic nominated Julia Liuson to its Board of Directors.
- Julia Liuson most recently served as President of Microsoft’s Developer Division and worked on GitHub integrations such as GitHub Copilot.
- Liuson’s nomination is subject to a shareholder vote at Elastic’s 2026 annual general meeting in October 2026.
- ·https://martechseries.com/feed/M&A
Elastic Completes Deductive AI Acquisition
Elastic announced it has completed the acquisition of Deductive AI, an AI-powered investigation platform that automates production-incident investigation and root-cause analysis. Elastic says the acquisition advances Elastic Observability by adding a reinforcement-learning-powered investigation engine and an AI SRE agent that gathers evidence, forms and tests hypotheses across code, telemetry, and organizational knowledge. Elastic CEO Ash Kulkarni and Deductive AI cofounder and former CEO Rakesh Kothari are quoted on the strategic fit and expected acceleration of AI-powered investigation capabilities. Existing Deductive AI customers will continue to receive support while integration plans and additional roadmap details are developed and shared in the coming months.
- Elastic completed the acquisition of Deductive AI (announced on August 25, 2026).
- Deductive AI is an AI-powered investigation platform that provides an AI SRE agent to gather evidence, form and test hypotheses, and determine root cause across code, telemetry, and organizational knowledge.
- Elastic said the acquisition advances Elastic Observability by adding a reinforcement-learning harness for root cause analysis.
SigNoz
Recent Signals
- ·DEV CommunityApplication Performance Monitoring
Deploying SigNoz with ClickHouse v25 and OTel Gotchas
A developer describes troubleshooting and deployment patterns for self-hosting SigNoz in 2026, focusing on ClickHouse v25 configuration changes, OpenTelemetry Collector incompatibilities, and Docker network isolation. Key recommendations include using config.d/users.d for ClickHouse overrides (instead of replacing the main config), enforcing a deterministic docker-compose boot sequence with one-shot migrator containers (signoz_init_clickhouse and signoz_telemetrystore_migrator), updating exporter names and image tags for the OTel collector (use signozclickhousemetrics and include the 'v' prefix), and relying on internal Docker network isolation rather than per-component passwords to simplify connectivity. The post emphasizes that maintaining self-hosted observability infrastructure requires ongoing engineering effort.
- Author self-hosted SigNoz for Verne Software to control telemetry data.
- ClickHouse v25+ changes require using config.d/ and users.d/ for overrides instead of replacing the main config file.
- SigNoz deployments must run one-shot containers (signoz_init_clickhouse and signoz_telemetrystore_migrator) to install UDFs and create required databases before starting collectors.
- ·DEV CommunityApplication Performance Monitoring (APM)
Integrating AI Agents with Self-Hosted SigNoz
An engineer describes building ArcNet to instrument and monitor an AI agent fleet using a self-hosted SigNoz instance. The write-up covers installation (SigNoz v0.133.0 via foundryctl), lessons about verifying emitted OpenTelemetry attributes (the Agno instrumentor emitted OpenInference conventions rather than gen_ai.*), turning guardrail results into structured span attributes for alerting, the need to use SigNoz's v5 alerts queries payload, using raw ClickHouse SQL panels as an escape hatch, and the distinction between telemetry (traces in SigNoz/ClickHouse) and replayable session transcripts (stored separately in SQLite). The author notes SigNoz MCP was unreliable in their setup and links code on GitHub.
- Author built ArcNet on self-hosted SigNoz for the Agents of SigNoz hackathon.
- SigNoz v0.133.0 was used and installed with foundryctl (casting.yaml + casting.yaml.lock produced reproducible deployments).
- The Agno instrumentor (openinference-instrumentation-agno) emitted OpenInference semantic conventions rather than OpenTelemetry gen_ai.* attributes, causing initially empty dashboards.
- ·DEV CommunityApplication Performance Monitoring (APM)
Instrumenting MERN E‑Commerce with SigNoz
A developer case study describing how the author instrumented a MERN-stack e-commerce application called Ram Store with SigNoz and OpenTelemetry during the Agents of SigNoz Hackathon 2026. The project used a self-hosted SigNoz instance (Docker) and the OpenTelemetry Node SDK with automatic instrumentation for Express, HTTP, and MongoDB, exporting via OTLP gRPC. The instrumentation enabled distributed traces, runtime metrics, and structured logs (Winston) correlated inside SigNoz. The post covers setup steps, observed telemetry (traces, metrics, logs), challenges (Docker networking, configuration), lessons learned, and planned improvements like custom dashboards and alerting. Project source code and a demo video are linked.
- Author integrated SigNoz into a MERN e-commerce application named Ram Store as part of the Agents of SigNoz Hackathon 2026.
- SigNoz was self-hosted locally using Docker to provide observability dashboards.
- OpenTelemetry Node SDK with automatic instrumentation was configured for Express, HTTP, and MongoDB, using an OTLP gRPC exporter.
Compare their exact ecosystem overlaps.
Explore all deep relationships in Polaris7. Discover exactly which mutual clients, integrated technologies, and overlapping partners Elastic and SigNoz share across the market ecosystem.