ClickStack/HyperDX Alternative

SigNoz gives you interactive dashboards, anomaly detection-based alerting, and PromQL support. You're billed on how much data you ingest, not how often you query it.

ClickStack/HyperDX Alternative hero

A Quick Evaluation

ClickStack
Platform
OTel Native
Deployment Options
Open source + Cloud (GA) — Self-hosted, BYOC, managed cloud
Open source + Cloud (Beta)
Serverless Scaling
Platform handles scaling automatically
Manual upgrade required before sending data. No GA version available
MCP Server
All deployments
No hosted MCP
AI Assistant
Managed deployments only. AI Notebooks not available in self-hosted
State Store
PostgreSQL / SQLite (bundled)
MongoDB (managed separately)
Observability Coverage
APM & Distributed Tracing
Log Management
Infrastructure Monitoring
No infrastructure metrics product
Errors & Exceptions
Dedicated page
LLM & AI Observability
Token tracing, cost attribution, model performance
Managed only. Via AI Notebooks
Native Correlation
Logs, traces, metrics in one click
Logs and traces from the same service end up in different sources
Metrics Explorer
Comprehensive metrics data and correlation
Can't choose spatial and temporal aggregation
User Experience & Dashboards
UX maturity & feature completeness
Users share ease of use and maturity of product to move to SigNoz
Confusing UX, unpolished. Takes more time to debug issues.
Dashboard Drill-down
Click into logs, traces, metrics from any panel
View-only. Dashboards cannot be used for deeper troubleshooting
Dashboard Variables
No dynamic updates to panels without changing each query individually
Pre-built Templates
30+ importable templates
3 presets
Custom Quick Filters
Alerting
Alert Types
6 types: Metrics, logs, traces, exceptions, anomaly, Apdex
2 types. Search + chart only
Alert Creation
Alerts tab, dashboards, or queries
No dedicated alerts workflow. Must create from search or dashboard.
Anomaly Detection
Built-in. Seasonality + z-score
DIY via SQL
Alert History
With detailed attribute breakdowns
Notification Channels
9 channels: Slack, PagerDuty, Opsgenie, Teams, Email, Webhook, Incident.io, Rootly, Zenduty
3 channels: Slack, PagerDuty, Webhooks only
Routing Policies
Label-based expressions
Maintenance Windows
Multi-severity per Rule
Warning / critical / info
Query & Developer Experience
Query Languages
Query Builder, ClickHouse SQL, PromQL
SQL, Lucene-style search
UI Performance
Significantly faster search and aggregation. Auto-materialization of attributes and JSON column architecture
Slow search and aggregation. Schema management is up to users
Terraform / IaC
Pricing
Pricing Model
All-inclusive per-GB. Predictable — one number covers everything
Storage + compute (variable). Two separate bills
Storage Pricing
Included in $0.30/GB
$0.03/GB separate
Compute / Query Cost
No charge for querying. Included in per-GB price
$0.22–$0.39/compute-unit/hour. Billed as variable compute
Pro / Base Plan
$0.30/GB, 30-day free trial
Usage-based
Enterprise
Contact sales
Contact sales
Data Governance
Data Residency
US, EU, India or your own VPC. BYOC available
Similar global coverage

Dashboards That Help You Investigate

ClickStack gives you views. SigNoz gives you the ability to move from a dashboard panel into the exact logs and traces behind it, with all your filters intact.

Interactive Dashboards

Right-click any data point to navigate to related logs or traces with all filters preserved. ClickStack dashboards are static, you can observe but not drill down from where you stand.

Cross-filtering and dashboard variables

Filter every panel from a single dropdown by service, environment, or custom attribute. Click a value in any panel and it becomes a dashboard variable across the board.

Pre-built dashboard templates

SigNoz ships with 30+ importable JSON templates covering:
  • Application Performance Monitoring (APM)
  • Kubernetes
  • MySQL, MongoDB, AWS RDS
  • Host metrics

ClickStack dashboards

  • ClickStack dashboards are static. You can observe but you cannot investigate from where you stand.
  • ClickStack does not support dashboard variables. Updating the service you are looking at means editing every panel query individually.
  • ClickStack ships with 3 presets: Services, Kubernetes, and ClickHouse monitoring. Every additional dashboard is built from scratch.

Alerting That Tells You What Matters

SigNoz gives you a dedicated alerts workflow with anomaly detection, multi-threshold rules, and full alert history. ClickStack is limited to creating alerts from search or dashboard context only.

Creating alerts

SigNoz gives you three ways to create an alert: from the dedicated Alerts tab, directly from a dashboard panel, or from the query builder. Whichever path you take, the alert is configured in context of the data you are already looking at.

ClickStack has no dedicated alerts workflow. Alerts can only be created from a search or a dashboard, which means alert management is always a detour from your current investigation.

Anomaly detection

SigNoz supports Z-score based anomaly detection for metric alerts. The system accounts for seasonality at three levels: hourly, daily, and weekly. This means your alerts adapt to expected traffic patterns rather than firing on normal fluctuations.

ClickStack does not support anomaly detection.

Alert history

SigNoz maintains a full alert history with attribute breakdowns. You can see which specific attribute values, like a service name or a Kubernetes pod, contributed most to triggering an alert over time.

ClickStack does not maintain alert history.

Alert history

Multi-threshold rules

A single alert rule in SigNoz can have multiple severity thresholds: warning, critical, and info. Each threshold can route to a different notification channel, so your on-call engineer gets paged for critical while the team Slack channel gets a summary. ClickStacksupports one threshold per alert.

Infrastructure as code

SigNoz provides a Terraform provider for alert management. Alerts can be defined, version controlled, and deployed alongside application code. The provider supports thresholds, labels, notification channels, and maintenance windows. ClickStack does not offer this.

Query Your Data, Any Way You Want

SigNoz supports PromQL, a visual query builder, and SQL across logs, traces, and metrics. ClickStack supports Lucene search and SQL only.

Query Builder

PromQL, visual builder, and SQL

Your existing PromQL queries work without modification. The visual builder supports AND/OR logic, CONTAINS, REGEX, IN, and LIKE operators with autocomplete.

Consistent Querying Across All Signals

SigNoz gives you the same query interfaces across logs, traces, and metrics. In ClickStack, Lucene search is scoped to logs only.

No 'Query Tax'

Querying is included in your ingestion pricing. In ClickStack, query compute is billed separately and scales with how much you query.

Pricing

You shouldn't pay to investigate your own data

ClickStack bills across 4 separate dimensions, only two of which have published rates. SigNoz charges $0.30/GB for logs and traces, $0.10 per million metric samples. Querying is free.

ClickStack's billing complexity

ClickStack pricing details

1. Storage costs

ClickStack's headline rate is less than $0.03/GB per month. This covers data at rest in object storage only. It does not include the compute required to ingest or query that data.

2. Ingest compute

Processing incoming data runs continuously and is billed separately. ClickStack publishes one benchmark here: each core sustains up to 20MB/s of writes, translating to roughly $0.01/GB for ingest compute. This is estimable.

3. Query compute

Every dashboard load, search, and incident investigation consumes compute billed separately at variable rates. No published benchmark or worked example exists for query compute costs. This is the dimension that spikes most during incidents.

4. Data transfer and egress

Data transfer and egress fees apply as a fourth cost dimension. No published rate exists in ClickStack's documentation.

Simple
usage-based
pricing

SigNoz eliminates query costs, dashboard fees, and API charges. Pay only for data volume ingested.

Use the calculator below to estimate costs, then track actual usage with Cost Meter to catch unexpected bursts before they impact your bill.

Pricing per unit
Retention
Scale of ingestion (per month)
Estimated usage
Subtotal
Traces IconTraces
$0.3/GB
0GB100TB
GB
$0
Logs IconLogs
$0.3/GB
0GB100TB
GB
$0
Metrics IconMetrics
$0.1/mn samples
0M100B
mn
$0
Monthly estimate
$49
Calculate your exact monthly billCheck Pricing

ClickStack or HyperDX?
Either way, SigNoz is the better choice.

Developers
Love
SigNoz

Your data stays where you want

Use SigNoz cloud with your data staying in the US, EU, or India, or self-host.

Cloud

Fully managed, SOC 2-compliant, ideal for teams who want to start quickly without managing infrastructure.

Self-Host

For tighter security & data residency requirements. It is Apache 2.0 open source, built on open standards.

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10 million+

OSS Downloads

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25k+

GitHub Stars

ShapedEvery single time we have an issue, SigNoz is always the first place to check. It was super straightforward to migrate - just updating the exporter configuration, basically three lines of code.Karl Lyons
Senior SRE, Shaped
Charlie Shen

Charlie Shen

Lead DevOps Engineer, Brainfish

I've studied more than 10 observability tools in the market. We eventually landed on SigNoz, which says a lot. Compared to Elastic Cloud, it's a breeze with SigNoz.

Niranjan Ravichandra

Niranjan Ravichandra

Co-founder & CTO, Cedana

Getting started with SigNoz was incredibly easy. We were able to set up the OpenTelemetry collector quickly and start monitoring our systems almost immediately.

Poonkuyilan V

Poonkuyilan V

IT Infrastructure Lead, The Hindu

Recently, we configured alerts for pod restarts and were able to quickly identify and resolve the root cause before it escalated. Additionally, SigNoz's tracing capabilities helped us spot unwanted calls to third-party systems, allowing us to optimize our applications.

Avneesh Kumar

Avneesh Kumar

VP of Engineering, Mailmodo

We have started saving almost six hours on a daily basis, which we can now invest in other tech debts and backlogs. The best thing about SigNoz is that it's open source. I can go into the source code and look at what's happening. That's a great confidence booster for long-term usage.

Khushhal Reddy

Khushhal Reddy

Senior Backend Engineer, Kiwi

SigNoz is something we use daily. If I have ten tabs open, six of them are SigNoz. We used traces and it helped us take 30 seconds down to 3 seconds.