Security Data Pipeline

9 Best Cribl Alternatives in 2026

Cribl Stream is a leading security data pipeline platform that gives organizations control over their observability and security data. It routes, reduces, transforms, and enriches data in flight between any source and any destination, helping teams optimize data volumes, reduce SIEM costs, and build flexible data architectures. Cribl enables security teams to send the right data to the right destination at the right time, eliminating vendor lock-in and reducing total data management costs.

Top 9 Cribl Alternatives

Mezmo

Cloud Data Pipeline
4.1

Log management and observability pipeline platform with intelligent data routing

Pricing

From $0.80/GB ingested / Enterprise custom

Best For

Teams wanting combined log management and pipeline capabilities with a developer-friendly experience

Key Features
Telemetry Pipeline for data routingReal-time log analysis and searchData transformation and filteringMulti-destination routing+4 more
Pros
  • +Combined log management and pipeline in one platform
  • +Developer-friendly interface and API
  • +Simple setup with quick time-to-value
Cons
  • Pipeline features less mature than Cribl
  • Smaller ecosystem of integrations
  • Limited transformation capabilities compared to Cribl
Cloud

Observo AI

Cloud Data Pipeline
4

AI-powered security data pipeline for intelligent data optimization and cost reduction

Pricing

Custom pricing based on data volume

Best For

Security teams wanting AI-driven data optimization to reduce SIEM costs without manual pipeline configuration

Key Features
AI-powered data optimizationAutomatic low-value data detectionSecurity signal preservationReal-time data routing+4 more
Pros
  • +AI-driven optimization requires minimal manual configuration
  • +Preserves security-relevant signals automatically
  • +Significant cost reduction on SIEM ingest
Cons
  • Newer platform with less market validation
  • AI recommendations may need tuning for edge cases
  • Less flexible than manual pipeline configuration
Cloud

Tenzir

Open Source Data Pipeline
4

Open-source security data pipeline with native support for security-specific data formats

Pricing

Free (open source) / Enterprise support available

Best For

Security teams wanting an open-source, security-native data pipeline with transparent code and no vendor lock-in

Key Features
Open-source pipeline engineNative security format support (PCAP, Zeek, Suricata)Pipeline-as-code configurationSTIX/TAXII threat intelligence integration+4 more
Pros
  • +Fully open-source with transparent codebase
  • +Purpose-built for security data and formats
  • +No vendor lock-in or licensing costs
Cons
  • Smaller community than established alternatives
  • Fewer pre-built integrations than Cribl
  • Requires more operational expertise to deploy
Open SourceCloudSelf-Hosted

Splunk Data Stream Processor

Enterprise Data Pipeline
3.8

Splunk's real-time stream processing engine for data optimization and routing

Pricing

Included with Splunk Cloud / Enterprise add-on pricing

Best For

Existing Splunk customers wanting to optimize data flows and reduce ingest costs within the Splunk ecosystem

Key Features
Real-time stream processing (Apache Flink)Data filtering and maskingEnrichment with lookup tablesMulti-destination routing+4 more
Pros
  • +Tight integration with Splunk ecosystem
  • +Familiar SPL-based pipeline language
  • +Built on proven Apache Flink engine
Cons
  • Tightly coupled to Splunk ecosystem
  • Less flexible than vendor-agnostic alternatives
  • Limited non-Splunk destination support
Cloud

Datadog Observability Pipelines

Cloud Data Pipeline
4.2

Managed observability pipeline for routing and transforming telemetry data at scale

Pricing

From $0.10/GB processed / Enterprise custom

Best For

Organizations already using Datadog that want managed pipeline capabilities with enterprise support and monitoring

Key Features
Data routing and transformationBuilt on open-source VectorManaged pipeline monitoringData volume optimization+4 more
Pros
  • +Tight integration with Datadog ecosystem
  • +Built on proven open-source Vector engine
  • +Managed monitoring and alerting for pipelines
Cons
  • Best value within Datadog ecosystem
  • Per-GB processing costs can add up
  • Fewer transformation capabilities than Cribl
CloudSelf-Hosted

Fluentd

Open Source Data Pipeline
4.3

Open-source unified data collector and log aggregator from the CNCF ecosystem

Pricing

Free (open source) / Commercial support via vendors

Best For

Cloud-native teams wanting a lightweight, proven open-source data collector with a massive plugin ecosystem

Key Features
Unified logging layer800+ community pluginsLightweight resource footprintBuffering and retry mechanisms+4 more
Pros
  • +Massive plugin ecosystem (800+ plugins)
  • +Lightweight and efficient resource usage
  • +CNCF graduated — proven in production at scale
Cons
  • Limited transformation capabilities vs. dedicated pipelines
  • Configuration can be complex for advanced use cases
  • Ruby-based performance limitations at very high scale
Open SourceSelf-Hosted

Vector

Open Source Data Pipeline
4.4

High-performance open-source observability pipeline built in Rust by Datadog

Pricing

Free (open source, MPL 2.0)

Best For

Teams wanting the highest-performance open-source pipeline with Rust-based reliability for high-throughput data routing

Key Features
High-performance Rust-based engineLogs, metrics, and traces processingVRL (Vector Remap Language) transformsEnd-to-end acknowledgements+4 more
Pros
  • +Exceptional performance from Rust implementation
  • +Low resource footprint for high throughput
  • +Powerful VRL transform language
Cons
  • VRL has a learning curve
  • Smaller plugin ecosystem than Fluentd
  • Datadog ownership raises vendor neutrality concerns
Open SourceSelf-Hosted

Azure Data Explorer

Enterprise Data Pipeline
4.3

Microsoft's fast data analytics service for real-time analysis of streaming security data

Pricing

Pay-as-you-go (compute + storage) / Reserved capacity discounts

Best For

Microsoft-centric organizations wanting a scalable security data lake with powerful KQL analytics at lower cost than SIEM

Key Features
Real-time streaming data ingestionKusto Query Language (KQL) analyticsPetabyte-scale data storageNative Azure and Microsoft 365 integration+4 more
Pros
  • +Massive scale at lower cost than SIEM solutions
  • +KQL compatibility with Microsoft Sentinel
  • +Excellent performance for ad-hoc security analysis
Cons
  • Not a dedicated data pipeline — more analytics-focused
  • Requires Azure ecosystem investment
  • Limited data transformation during ingestion
Cloud

Realm.Security

Cloud Data Pipeline
4.2

Security data fabric platform for intelligent routing and optimization of security telemetry

Pricing

Contact for pricing

Best For

Security teams wanting a purpose-built security data fabric with centralized visibility and policy-based routing across their entire security stack

Key Features
Security data fabric architecturePolicy-based data routingCentralized data flow visibilitySIEM cost optimization+4 more
Pros
  • +Purpose-built for security operations data flows
  • +Centralized visibility into all security data routing
  • +Policy-based routing simplifies complex architectures
Cons
  • Newer platform with growing market presence
  • Smaller integration ecosystem than Cribl
  • Less flexible for general observability use cases
Cloud

Cribl Alternatives Feature Comparison

Compare all 9 Cribl alternatives side-by-side across pricing, deployment, and key capabilities.

Feature
Mezmo
4.1/5
Observo AI
4/5
Tenzir
4/5
Splunk Data Stream Processor
3.8/5
Datadog Observability Pipelines
4.2/5
Fluentd
4.3/5
Vector
4.4/5
Azure Data Explorer
4.3/5
Realm.Security
4.2/5
Pricing ModelIngest-based (per GB)Volume-basedOpen source with commercial supportBundled with Splunk licensingVolume-based (per GB processed)Open sourceOpen sourceConsumption-based (compute + storage)Custom
Open Source----+----++----
Cloud-Hosted+++++----++
Self-Hosted----+--+++----
Best ForTeams wanting combined log management and pipeline capabilities with a developer-friendly experienceSecurity teams wanting AI-driven data optimization to reduce SIEM costs without manual pipeline configurationSecurity teams wanting an open-source, security-native data pipeline with transparent code and no vendor lock-inExisting Splunk customers wanting to optimize data flows and reduce ingest costs within the Splunk ecosystemOrganizations already using Datadog that want managed pipeline capabilities with enterprise support and monitoringCloud-native teams wanting a lightweight, proven open-source data collector with a massive plugin ecosystemTeams wanting the highest-performance open-source pipeline with Rust-based reliability for high-throughput data routingMicrosoft-centric organizations wanting a scalable security data lake with powerful KQL analytics at lower cost than SIEMSecurity teams wanting a purpose-built security data fabric with centralized visibility and policy-based routing across their entire security stack
Key Features
  • Telemetry Pipeline for data routing
  • Real-time log analysis and search
  • Data transformation and filtering
  • Multi-destination routing
  • AI-powered data optimization
  • Automatic low-value data detection
  • Security signal preservation
  • Real-time data routing
  • Open-source pipeline engine
  • Native security format support (PCAP, Zeek, Suricata)
  • Pipeline-as-code configuration
  • STIX/TAXII threat intelligence integration
  • Real-time stream processing (Apache Flink)
  • Data filtering and masking
  • Enrichment with lookup tables
  • Multi-destination routing
  • Data routing and transformation
  • Built on open-source Vector
  • Managed pipeline monitoring
  • Data volume optimization
  • Unified logging layer
  • 800+ community plugins
  • Lightweight resource footprint
  • Buffering and retry mechanisms
  • High-performance Rust-based engine
  • Logs, metrics, and traces processing
  • VRL (Vector Remap Language) transforms
  • End-to-end acknowledgements
  • Real-time streaming data ingestion
  • Kusto Query Language (KQL) analytics
  • Petabyte-scale data storage
  • Native Azure and Microsoft 365 integration
  • Security data fabric architecture
  • Policy-based data routing
  • Centralized data flow visibility
  • SIEM cost optimization
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Cribl Alternatives FAQ

What are the best Cribl alternatives in 2026?

The top Cribl alternatives include Mezmo, Observo AI, Tenzir, Splunk Data Stream Processor, Datadog Observability Pipelines, and more. Each offers different strengths in security data pipeline.

Is Cribl the best security data pipeline tool?

Cribl is a leading security data pipeline tool, but the best choice depends on your specific needs, budget, and technical requirements. Compare alternatives on this page to find the best fit.

How much does Cribl cost?

Cribl pricing: Free (up to 1 TB/day) / Enterprise custom pricing. Pricing model: Volume-based (daily throughput). Compare with alternatives on this page to find the most cost-effective option.

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