⚡Stack Radar

Logs & Observability · Reviewed 27 Oct 2026

Coralogix

Full-stack observability platform with AI-powered analytics and security.

free tier · coralogix.com ↗

Paid against free › Logs & Observability › Coralogix

Coralogix at a glance
281.8KEstimated total trafficModeled monthly visits3.7KRanking keywordsPublic search sample96/100Technical health15 pages checked0Referring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Coralogix is a full-stack observability platform that ingests logs, metrics, traces, and security events in real time, using index-free streaming analytics to reduce costs S1 S126. It is used by over 4,000 teams worldwide to monitor application performance, secure AI systems, and ensure compliance S1 S82. The platform's main practical value is providing observability at lower cost with AI-powered insights and no user limits S1.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Coralogix is a full-stack observability platform S1.
  • Core purpose: Provides real-time analytics on pre-indexed data to reduce observability costs S1.
  • Intended users: Engineering and platform teams, as evidenced by Bank Jago's platform engineering team S12.
  • Product scope: A platform offering APM, RUM, in-stream analysis, AI observability, and AI security S12 S23 S24 S34 S82.
  • Positioning: Built for AI, with index-free design and infinite retention S1 S126.
  • Claimed distinction: Reduces observability costs compared to other platforms S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Platform engineering teamsMonitor and manage infrastructure at any scale with no cap on hosts S1 S12.
AI/ML teamsMonitor and secure AI systems, track agent performance, cost, and quality S34.
Security teamsEnforce safety and compliance by detecting and blocking unsafe LLM prompts and responses S28.
DevOps teamsAnalyze logs, metrics, traces, and security events in real time to trigger faster alarms S24.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Application Performance Monitoring (APM)Monitors end-to-end application performance, including service health, RED metrics, and dependencies S12.
Real User Monitoring (RUM)Tracks frontend performance, web vitals, session replay, and errors correlated with backend data S23.
In-stream analysis & alertingAnalyzes logs, metrics, traces, and security events in real time, removing indexing latency S24.
AI observabilityMonitors AI agent performance, cost, quality, security, and anomalies across interactions S34.
AI guardrailsDetects, blocks, or rewrites unsafe LLM prompts and responses to prevent hallucinations and data leaks S28.
AI discoveryDiscovers all AI agents and repositories in an organization and adds them to the AI Center S25.
AI security & complianceMonitors AI prompts and responses for policy violations, with exportable reports for standards like ISO 42001 S82.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Azure Resource Manager (ARM)IntegrationDeploys Azure integrations automatically, including resource logs, activity logs, and Entra ID logs S69.
Coralogix CLIAPILists services with health, RED metrics, and dependencies from the terminal S12.
MCP serverAI interfaceConnects coding agents to pull service dependency graphs and query Olly S12.
Olly (chat-based interface)AI interfaceProvides natural language investigation and context-aware assistance on APM pages S126 S12.
APIs, SDKs, and dev toolsAPI/SDKEnables custom solutions and integrations S100.
Ecosystem ConnectorIntegrationConnects across your business S126.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Logs$0.42 per GB S180Infinite retention stored in your bucket; unlimited users and hosts S180Not established
Traces$0.16 per GB S180Infinite retention stored in your bucket S180Not established
Metrics$0.06 per GB (1 GB = 750 active time series) S180Infinite retention stored in your bucket S180Not established
AI$1.50 per million tokens S180AI evaluation in real time S180Not established
Free trial14 days, all features, no credit card required S1All features S114 days S1

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
stackoverflow.com215.5app logging
middleware.io111app logging
devcenter.heroku.com112coralogix
play.google.com113app logging
crunchbase.com114coralogix
jamshidbekboynazarov.medium.com114app logging
youtube.com115coralogix
developer.android.com115app logging
anarsolutions.com116app logging
dashboard.coralogix.com117coralogix

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

PlatformStatusDiscovered source
Googlediscovered_not_scrapedhttps://drive.google.com/drive/folders/1Lqm6qJGcm0jxJ-Phu8J8NmXLsdlsGIFj?usp=sharing
13

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.5%

Scout traffic model did not return a separate AI-referral trend series for this domain.

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresLearn more about quality guardrailshttps://coralogix.com/platform/ai-guardrails/
featuresLearn more about security guardrailshttps://coralogix.com/platform/ai-guardrails/
featuresScalable observability for your AI agentshttps://coralogix.com/platform/ai-guardrails/
featuresEnsures historical AI data remains accessible for long-term trend analysis and deep troubleshooting without data loss.https://coralogix.com/platform/ai-guardrails/
featuresTracks token usage and suspicious resource consumption, helping teams prevent cost overruns while maintaining AI efficiency.https://coralogix.com/platform/ai-guardrails/
featuresAI guardrailshttps://coralogix.com/platform/ai-guardrails/
featuresReal‑time guardrails that automatically detect, block, or rewrite unsafe prompts and responses—so every AI interaction stays on‑brand and breach‑free.https://coralogix.com/platform/ai-guardrails/
pricingMix and match logs, metrics, traces and AI across any of our data pipelines- with units, your pricing stays consistent, no matter how your needs shift.https://coralogix.com/pricing/
pricingCopy as MarkdownOpen in ChatGPTOpen in Claudehttps://coralogix.com/docs/user-guides/account-management/payment-and-billing/plan-and-payments-management/
pricingAI units pricinghttps://coralogix.com/docs/user-guides/account-management/payment-and-billing/plan-and-payments-management/

These are first-party product claims, not independent measurements of AI-search visibility.

14

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where stackoverflow.com appears.2 first-page appearances across app logging

Website intelligence — Collected evidence

Website evidence gaps

  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

15

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Gartner Peer InsightsCoralogix Reviews & Ratings 2026 / Gartner Peer InsightsGrounded web searchSmooth migration experience; analytics solid, but performance could improve ” 5.0 Jun 1, ... ## Coralogix Reviews and Ratings #### 4.5 ##### ( 150 Ratings) ### Rating Distribution 5 Star 61 % 4 Star 33 % 3 Star 3 % 2 Star 2 % 1 Star 0 %
ShouldIUse.ioCoralogix Review 2026: Pricing & Pros / Should I Use ItGrounded web search- 343 G2 reviews Plus ~150 on Gartner Peer Insights - $353M Funding $200M Series F at $1.6B valuation (2026) - 4,000+ Customers Teams worldwide, per Coralogix - Usage-based Pricing model Charged per data ingested; annual contracts common
gartner.comCoralogix Reviews, Ratings & Features 2026 / Gartner Peer InsightsGrounded web search### Favorable Review 5.0 June 18, 2026 Product: Coralogix #### Useful dashboards and ... ### Critical Review 3.0 September 8, 2025 Product: Coralogix #### Real Time Analysis Enables Quick Detection But Data Routing Configuration Remains Complex
checkthat.aiCoralogix Reviews 2026: Real User Ratings & AnalysisGrounded web searchG2 shows 169 reviews with a 4.6/5 rating, while ... standard cloud-native deployments, Coralogix delivers strong ROI. However, organizations should validate performance thoroughly if requiring 3M+ events/second throughput (

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyCynetcustomer case study — A key driver of value for Cynet was Coralogix’s TCO Optimizer and remote query capabilities. (How Cynet Scaled Security Operations with Coralogix and Achieved Outstanding ROI - Coralogix)
Case studyNutanixcustomer case study — By harnessing the combined power of Coralogix’s ratio-based alerts, payload grouping, and custom ... (How Nutanix used alerting to drive scalability - Coralogix)
Case studyMichael Gaskintestimonial — Read case study 60% Reduction in MTTR $500k+ Saved per year “The willingness of Coralogix to do anything that needs to be done to get the data in and get customers up and running is admirable.” Michael Gaskin, Senior DevOps M… (Solutions Archive - Coralogix)

Independent mentions

  • How Coralogix cut compute costs by 45% with no R&D efforts — Coralogix’s fast-growth and quickly expanding customer base leads to a significant increase in the amount of data and records that the company needs to process. They built a scalable AWS EKS based cluster to support the intensive compute needs. This EKS cluster serves trillions of log processing rules over hundreds of Terabytes of data every second. Coralogix was hard-pressed to ensure that it was achieving optimum performance, efficiency, and customer experience with its cloud applications, whi

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

16

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipSomeone from our team will reach out shortly. Talk to you soon!source
Contact and supportNot published on the collected pages.—
Legal and privacyGoogle sets this cookie to enable Privacy Sandbox testing and preview how site behaviour and functionality work without third-party cookies.source
Security and complianceGet built-in access to advanced capabilities like RBAC, SSO, audit trails, and compliance controls.source
Uptime and status pageStores an anonymous identifier to recognize returning visitors, analyze embedded status page interactions, improve service reliability reporting, and assist troubleshooting.source
Domain registered2014-01-13—
Domain expires2027-01-13—

Not found on the collected pages: contact and support. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

17

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Coralogix Documentation / Coralogix DocsDocumentationFrom quick fixes to mastery — Coralogix docs that move you forward. (source)Not dated
Azure Resource Manager (ARM) integration packages / Coralogix DocsDocumentationAccess our Azure Resources Integration Packages to automatically deploy our various Microsoft Azure integrations. Extend your platform capabilities with packages and sources, without expending unnecessary time and resources. Gain insights into role, user, group and directory management, successful… (source)Not dated
Plan and payments management / Coralogix DocsGuideChoose and manage your Coralogix plan, payments, credit card and invoices easily. (source)Not dated
Coralogix Documentation / Coralogix DocsChangelogPublic product change history. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

18

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud-based platform, as indicated by web app access and cloud storage S126.S126
Platforms and appsWeb application S126.S126
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers APIs, SDKs, dev tools, and MCP server for custom solutions S100 S12.S100 S12
Data ownership and exportData stored indefinitely on your cloud S126.S126
Performance and reliability claimsIn-stream processing removes indexing latency, triggers alarms faster, and updates dashboards quickly S24.S24
Release activityNot published on the collected pages.—
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2014-01-13 — GoDaddy.com, LLC
Domain expires2027-01-13
First archived2014-04-30 — web archive
TLS certificateLet's Encrypt, valid, expires 2027-01-04
Security headersHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Mail handled byaspmx.l.google.com, smtp.google.com
Nameserversbob.ns.cloudflare.com, jule.ns.cloudflare.com
20

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 96/100
  • Critical issues: 0
  • Warnings: 10
  • Notices: 3

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed201https://coralogix.com/gartner-magic-quadrant-for-observability-platforms-2026/
warningMissing meta description—https://coralogix.com/platform-telemetry-lake/
warningMissing canonical URL—https://coralogix.com/platform-telemetry-lake/
noticePage is marked noindex—https://coralogix.com/platform-telemetry-lake/
warningMissing meta description—https://coralogix.com/platform/open-telemetry/
warningTitle length should be reviewed69https://coralogix.com/platform/integrations/
warningMissing meta description—https://coralogix.com/bring-your-own-storage/
noticeMeta description length should be reviewed178https://coralogix.com/platform/remote-query/
warningMissing meta description—https://coralogix.com/platform/headless-observability/
warningMissing meta description—https://coralogix.com/docs/user-guides/mcp-server/overview/
warningMissing canonical URL—https://coralogix.com/docs/user-guides/mcp-server/overview/
warningMissing meta description—https://coralogix.com/docs/api-reference/
warningMissing canonical URL—https://coralogix.com/docs/api-reference/

Crawled pages

StatusTitleH1sWordsResponseURL
200Coralogix - The telemetry lake for smarter observability1972301 mshttps://coralogix.com/
200Gartner 2026 Report - Coralogix158930 mshttps://coralogix.com/gartner-magic-quadrant-for-observability-platforms-2026/
200Telemetry Lake Platform Overview - Coralogix185947 mshttps://coralogix.com/platform-telemetry-lake/
200Open Telemetry - Coralogix183245 mshttps://coralogix.com/platform/open-telemetry/
200In-stream analysis & alerting - Coralogix183153 mshttps://coralogix.com/platform/in-stream/
200Coralogix Integrations - Just a Few Steps to Full-Stack Observability1122147 mshttps://coralogix.com/platform/integrations/
200Bring your own storage - Coralogix194349 mshttps://coralogix.com/bring-your-own-storage/
200Infinite retention - Coralogix1791463 mshttps://coralogix.com/platform/infinite-retention/
200Remote Query - Coralogix1779486 mshttps://coralogix.com/platform/remote-query/
200Headless observability is here - Coralogix1812332 mshttps://coralogix.com/platform/headless-observability/
200Overview \Coralogix Docs1440277 ms
200API reference \Coralogix Docs1243246 ms
200Dashboards - Coralogix168144 mshttps://coralogix.com/platform/dashboards/
200DataPrime - Coralogix11336217 mshttps://coralogix.com/platform/dataprime-engine/
200AI Impact Measurement \Coralogix180244 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

21

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct68.1%
search10.8%
search organic10.0%
search paid0.8%
social5.0%
social organic5.0%
social paid0.0%
referrals9.8%
paid referrals0.8%
mail4.1%
gen ai1.5%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

22

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Pricing details such as billing period and included usage are not fully published. Customer reviews are limited to badges and testimonials without named sources. No uptime or status page information was found.

23

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from coralogix.com, including product pages, documentation, and pricing. Evidence was gathered via static and rendered page collection. External proof search was enabled but only verified the existence of linked results; no external review content was collected. Limitations include missing pricing details and lack of independent review data.

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