Continuous Integration & Delivery (CI/CD)
4.1/5.0
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Markdown for AI (.md)

Dogfood Bench

Public benchmarking tool to measure issue resolution speed and effectiveness for AI-driven development tools.

Pricing

$0/mo

Free
Score

4.1/5

Certifications
1
Last technical review
2026-11-12
Available plansVisit website (opens in a new tab)

Technical Overview

Dogfood Bench is an analysis platform designed to quantitatively evaluate software engineering productivity driven by artificial intelligence. It analyzes key metrics such as fix rates, median time to issue closure, and open backlog status directly from public repositories via the GitHub API. It is tailored for engineering teams and technical analysts seeking empirical metrics on the actual impact of coding assistants, operating as a transparent static web dashboard.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Metrics based on real data extracted directly from the GitHub API.
  • Clear visualization of temporal trends and issue resolution rates.
  • Fully open and free access without requiring registration or configuration.

Technical Considerations

  • Limited scope to specific repositories analyzed by the project.
  • Complete dependency on the quality and consistency of metadata within GitHub issues.

Technical Capabilities & Features

2/7
Included:REST & GraphQL API
Not available:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Not available:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
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Technical Scorecard: Dogfood Bench

77/100
DX & Tech Documentation
Favorable
70/100
Pricing Fairness
Excellent
100/100
Security & Governance
Improvable
50/100
Data Portability & Sovereignty
Excellent
80/100
Performance & Reliability
Excellent
85/100

Time to Value & Fit by Segment: Dogfood Bench

Estimated Time-to-Value< 1 hour (Immediate)

Near-instantaneous deployment with minimal technical friction.

Learning CurveLow (Intuitive)

Rapid onboarding for developers without prior training required.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
80%
Mid-Market & Scaleup50 to 500 members
70%
Corporate Enterprise500+ members
50%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREE.

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • Unlimited usage with no expiration
  • No mandatory watermarks
Get Dogfood Bench (opens in a new tab)

Billing Risks & Hidden Clauses: Dogfood Bench

Free Tier Limits:

Acceso libre y gratuito a todo el contenido público del benchmark sin restricciones.

Total Cost of Ownership (TCO) Projection: Dogfood Bench$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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Licensing Cost (1 to 100+ seats)
$0/forever
Unlimited team members with zero penalties
SSO Tax (SAML Enterprise)
$0no surcharge
No artificial security barriers
3-Year Investment (Software TCO)
$0total
operates under a zero-cost or open-source model. Licensing TCO is identical:
Usage Surcharges & Bill Shock Simulator: Dogfood BenchWhat 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: 10 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/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: 50 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/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: 250 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/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: 1,000 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$0/mo
Fixed subscription or contracted tier
Overage Penalty
$0/month extra
Usage covered within plan quota
Estimated Monthly Invoice
$0/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

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

Security & Data Exit
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Compliance & Security Standards: Dogfood Bench

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActDPA On Request
SSO Availability (SAML Enterprise)
No SSO Documented
Data Residency
GLOBALGitHub Pages
AI Privacy Policy
Not evaluated
Data Liberation & Migration Runbook: Dogfood BenchJSON · CSV
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
JSONCSV
Password Hash Portability
Locked: Proprietary Algorithm / No Export

Credential hashes are guarded under proprietary algorithms and cannot be exported.

CLI Command / Rescue Endpoint
N/A
Exit Protocol & Migration Notes

Al ser una página web estática basada en visualización pública, no requiere exportación compleja de datos.

Deployment & Infrastructure Requirements: Dogfood BenchDocker
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 / LanguageTypeScript
Code LicenseOpen Source
Docker CLI Directive
docker run -d --name dogfood-bench -p 8080:8080 dogfood-bench:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Dogfood Bench

64/100 Technical Trust

Frequent Praises in Production

  • Metrics based on real data extracted directly from the GitHub API.
  • Clear visualization of temporal trends and issue resolution rates.
  • Fully open and free access without requiring registration or configuration.

Reported Production Frictions

  • Limited scope to specific repositories analyzed by the project.
  • Complete dependency on the quality and consistency of metadata within GitHub issues.
Commercial Treatment & Vendor Lock-in:1-Click Cancellation

Immediate cancellation from account settings without phone calls or forced retention.

Open source repository activity: Dogfood Bench155,368
Stars, forks and release cadence
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Stars155.4k
Forks24.9k
Open Issues17.0k
SPDX LicenseOpen Source
Latest Commit DetectedNov 11, 2026

Frequently Asked Technical Questions (Dogfood Bench)

How does Dogfood Bench calculate resolution metrics?

An automated script periodically queries the GitHub API to extract open dates, close dates, and closure reasons for each issue in the monitored repository.

What does the weekly resolution rate represent?

The resolution rate is calculated by dividing the total number of issues closed as fixed by the number of issues opened during that same week.

Can custom private repositories be analyzed?

Currently, the platform is designed to display public analytics focused on AI coding assistant adoption, without native support for self-managed private repositories.

Direct Alternatives

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