Sifflet
Monitor and catch data problems early before they disrupt business operations
- Also known as
- sifflet
Available worldwide · Popular in: US
What is Sifflet?
A data observability platform that continuously detects data quality issues, identifies root causes automatically, and recommends fixes to ensure reliable data across analytics pipelines.
Sifflet pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Usage-hybrid model based on assets monitored. Accepts Snowflake credits. Specific dollar amounts not published.
Starter
Self-serve or marketplace procurement
- assets_monitored
- 500
- Fundamental metrics: freshness, schema, volume, custom metrics
Professional
Sales-assisted or marketplace procurement
- assets_monitored
- 1000
- Fundamental metrics: freshness, schema, volume, custom metrics
- Business-aware lineage and impact analysis
- Automated root-cause analysis
- AI-powered incident management
- Advanced governance with RBAC and audit logs
- Data observability agent (Sentinel monitoring suggestions)
- SSO
- Snowflake/BigQuery/S3 data sharing
- Pipeline monitoring
Enterprise
Contact salesDirect enterprise sales or channel partners
- All Professional features
- Early access to upcoming agents (Sage for diagnostics, Forge for fix suggestions)
Platform & deployment
Independently observed- CLI
- Web
- Cloud / SaaS
- Hybrid
- Self-hosted
Integrations (11)
Independently observed- Apache Airflow
- ServiceNow
- Slack
- Google Cloud
- Firebolt
- BigQuery
- Snowflake
- Amazon S3
- Fivetran
- Stitch
- Apache Kafka
Sifflet alternatives
Other data observability we track, ranked by the same independent score.
- BigeyeEnterprise platform for real-time data quality monitoring and AI governancelow · 3%
- DatafoldAn AI-powered platform that automates data migration, modernization, and validation for data engineering teamslow · 29%
- ElementaryA unified platform that combines data quality monitoring, lineage tracking, governance enforcement, and metadata discovery with AI-powered automationlow · 42%
- SodaAI-powered data quality monitoring and anomaly detectionlow · 8%
- AnomaloAn AI-powered data quality platform that autonomously monitors, investigates, and resolves data issues without manual effortlow · 41%
- Great ExpectationsA validation and monitoring system that helps organizations maintain confidence in their data through automated testing and quality trackinglow · 26%
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Sifflet, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 25 | 0.08 | 2.1 | ✓ |
| Integrations | 31 | 0.04 | 1.3 | ✓ |
| Price level | 0 | 0.05 | 0.0 | - |
| Reliability | 0 | 0.07 | 0.0 | - |
| Capabilities | 0 | 0.05 | 0.0 | - |
| Security posture | 5 | 0.07 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 11 | mediumsource · 2026-08-18 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-18 · 75% |
Pricing
Security
| Attribute | Value | Evidence |
|---|---|---|
| Gdpr | Yes | highsource · 2026-08-18 · 75% |