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4.5/5.0
VerifiedFreemiumLast technical review:
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d8a.tech

Warehouse-native web analytics pipeline connecting tracking data directly to BigQuery or ClickHouse.

Pricing

$0/mo

Freemium
Score

4.5/5

License
MIT
Certifications
1
Last technical review
2026-11-01
Available plansVisit website (opens in a new tab)

Technical Overview

d8a.tech is a warehouse-native web analytics platform for data and engineering teams. It connects with existing GA4 or Matomo trackers to deliver sessionized tables into BigQuery, ClickHouse, or parquet files. Deployed in the EU cloud or self-hosted under an MIT license.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Works with existing GA4 and Matomo tags without mandatory re-tagging.
  • Self-hosted option available under an open-source MIT license.
  • Direct pipeline into modern data warehouses like BigQuery and ClickHouse.

Technical Considerations

  • Requires familiarity with SQL and data warehouse management.
  • Infrastructure management needed for self-hosted deployments.

Technical Capabilities & Features

5/7
Included:REST & GraphQL API
Not available:SSO / SAML Authentication
Included:Self-Hosted Option
Included:Full Data Export
Included:Role-Based Access Control (RBAC)
Included:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
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Technical Scorecard: d8a.tech

88/100
DX & Tech Documentation
Excellent
90/100
Pricing Fairness
Excellent
92/100
Security & Governance
Excellent
85/100
Data Portability & Sovereignty
Excellent
95/100
Performance & Reliability
Excellent
80/100

Time to Value & Fit by Segment: d8a.tech

Estimated Time-to-Value1 - 7 days (Agile)

Standard sprint integration without complex external dependencies.

Learning CurveModerate (Standard)

Requires consulting technical documentation and basic credentials setup.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
80%
Mid-Market & Scaleup50 to 500 members
85%
Corporate Enterprise500+ members
75%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREEMIUM.

Available plans:

  • Cloud Free$0/mo

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • Monthly recurring quota reset
  • No mandatory watermarks
Get d8a.tech (opens in a new tab)

Billing Risks & Hidden Clauses: d8a.tech

Free Tier Limits:

Free cloud tier includes up to 30 million events per month.

Audited Billing Critical Points:
  • Overage fees apply if event volume exceeds the free cloud tier limits.
Total Cost of Ownership (TCO) Projection: d8a.tech$0.00/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$12/month
1 active user
12-Month Investment
$122/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$366total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 3 active users

Calculated infrastructure: VPS 1 vCPU / 2GB RAM (~$5) + 0.5h DevOps/mes ($20)

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSaaS is $178/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$120/month
10 active users
12-Month Investment
$1,224/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$3,672total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 10 active users

Calculated infrastructure: VPS 2 vCPU / 8GB RAM (~$15) + 2h DevOps/mes ($80)

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $84/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$300/month
25 active users
12-Month Investment
$3,060/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$9,180total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 28 active users

Calculated infrastructure: Cluster VPS 4 vCPU / 16GB RAM (~$45) + 6h DevOps/mes ($240)

Annual VPS + DevOps Cost$3,420/year
Differential vs SaaS LicensingSaaS is $360/year
Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Base Monthly Cost
$1,200/month
100 active users
12-Month Investment
$12,240/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$36,720total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 78 active users

Calculated infrastructure: Infraestructura HA redundante + Backups (~$150) + 16h DevOps/mes ($640)

Annual VPS + DevOps Cost$9,480/year
Differential vs SaaS LicensingSavings of $2,760/year
Usage Surcharges & Bill Shock Simulator: d8a.techWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
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Prototype / MVP (10 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$1/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$21/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$8/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$28/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 5 GB.
High Risk / Accelerated Overages
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$44/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$64/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 5 GB.
Critical Risk / Severe Bill Shock
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$179/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$199/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Procurement Strategy & Discounts: d8a.techB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
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Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 30 days before expirationMedian achieved discount: -12%
Public List Price
Custom / Contact
100% baseline
Audited Market Average
-12% median
~88% of list price
Optimized Target Price
-20% target
Max achievable discount (Q4 / multi-year): -20%

Verified Tactical Savings Levers

  • Annual Upfront PrepayUp to -15%

    Consolidated discount for upfront annual billing versus monthly rate.

  • Startup Credits ProgramUp to -30%

    Credits and perks for early-stage startups and accelerator programs.

Security & Data Exit
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Compliance & Security Standards: d8a.tech

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇩🇪Germany [DE]Immune to US CLOUD Act (EU Sovereign)GDPR DPA Available
SSO Availability (SAML Enterprise)
No SSO Documented
Data Residency
EUSELF_HOSTEDAWSGCP
AI Privacy Policy
Zero customer data retention
Data Liberation & Migration Runbook: d8a.techPARQUET · CSV · SQL
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
PARQUETCSVSQL
Password Hash Portability
Exportable Hashes (Bcrypt / Argon2): Zero Forced Retention

Allows extracting password hashes in standard formats to migrate without forcing user resets.

CLI Command / Rescue Endpoint
SELECT * FROM sessions
Exit Protocol & Migration Notes

Los datos residen directamente en su propio data warehouse (BigQuery, ClickHouse), por lo que la salida no requiere exportación propietaria.

Deployment & Infrastructure Requirements: d8a.techMIT
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
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Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageGo
Code LicenseMIT
Docker CLI Directive
docker run -d --name d8a-tech -p 8080:8080 d8a-tech:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of d8a.tech

79/100 Technical Trust

Frequent Praises in Production

  • Works with existing GA4 and Matomo tags without mandatory re-tagging.
  • Self-hosted option available under an open-source MIT license.
  • Direct pipeline into modern data warehouses like BigQuery and ClickHouse.

Reported Production Frictions

  • Requires familiarity with SQL and data warehouse management.
  • Infrastructure management needed for self-hosted deployments.
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Open source repository activity: d8a.tech61
Stars, forks and release cadence
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Stars61
Forks3
Open Issues16
SPDX LicenseMIT
Latest Commit DetectedOct 31, 2026

Frequently Asked Technical Questions (d8a.tech)

How does d8a.tech ingest existing web tracking?

It integrates with standard GA4 tracking scripts by duplicating or redirecting requests, as well as accepting native tracking events.

Where is the raw and sessionized data stored?

Sessionized tables land directly in your own configured data warehouse infrastructure such as BigQuery or ClickHouse.

Can the pipeline be deployed on-premises?

Yes, the core codebase is MIT-licensed and can be deployed entirely within your own cloud or on-premises infrastructure.

Direct Alternatives

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