Global Standards Alliance
Making SP-Taxonomy the universal standard for developer tool classification. Plus: annual Maturity Reports and the world's largest independent advisor network.
15
L1 Categories
52
L2 Subcats
84
L3 Tool Types
23
Adopters
4,200
GitHub Stars
47
Advisors
Open Standard
SP-Taxonomy — The Universal Tool Classification
A 5-level hierarchical classification system for developer tools. Open-source under CC BY 4.0 — free for commercial use.
Taxonomy Structure
Top-level: AI Tools, Dev Tools, Hosting, Database, Design, Security...
Mid-level: Code Editors, Version Control, CI/CD, Monitoring...
Specific: AI Code Editors, Git Hosting, Container Orchestration...
Tool-specific variants, editions, and deployment models.
Specific versions, pricing plans, and release tracking. New in v2.0.
Adoption Program
Organizations adopting SP-Taxonomy receive:
- ✓ "Powered by StackPicked" badge
- ✓ Priority homepage placement
- ✓ Voting rights on taxonomy upgrades
- ✓ Early access to new category definitions
- ✓ API access to classification data
Available Formats
📄 JSON Schema — programmatic consumption
📝 Markdown — human-readable documentation
🌐 Interactive Browser — web-based explorer
First Adopters
Organizations Using SP-Taxonomy
GitHub Topics
PILOTINGPlatform
Integrating SP-Taxonomy into topic classification
npm
ADOPTEDPackage Registry
Using L1-L2 categories for package discovery
Product Hunt
PILOTINGDiscovery Platform
Mapping tool categories to SP-Taxonomy
G2
EVALUATINGReview Platform
Cross-referencing SaaS categories
Dev.to
ADOPTEDCommunity
Tag structure aligned with SP-Taxonomy
PyPI
EVALUATINGPackage Registry
Python package classification improvement
Annual Reports
Global Tool Maturity Reports
The definitive annual reference for enterprise technology decision-making. Used by 100+ institutions worldwide.
Report Structure
Annual Overview
Total tools tracked, new entries, declining tools, macro trends (AI, cloud-native, open source)
Category Deep-Dives (15)
Top 10 tools per category with SP Scores, CR3 index, competition intensity, 12-month predictions
Tool Lifecycle Analysis
Mature tools (long-term investment), Growth tools (watch), Emerging tools (experiment), Declining tools (migrate)
Developer Trends
Skill demand shifts, salary trends, tool satisfaction survey, SP-Trust grade distribution
Latest Reports
Global Tool Maturity Report 2026
PUBLISHEDFree
Executive Summary + Top 10 lists
Full PDF
$99
Enterprise
$10,000/yr
Subscription
$1,000/quarter
Global Tool Maturity Report 2025
PUBLISHEDFree
Executive Summary
Full PDF
$79
Enterprise
$8,000/yr
Subscription
Archived
Expert Network
SP Advisor Network
The world's largest network of independent technology selection advisors. Every advisor is SP-Trust verified.
47
Advisors
4.7/5
Avg Rating
312
Consultations
18
Countries
Consultation
$200/hr
1-on-1 tool selection advice. Get a personalized recommendation based on your stack, team size, and budget.
Full Audit
$5,000
3-5 day comprehensive technology audit. On-site or remote. Deliverable: prioritized migration roadmap.
Retainer Advisor
$10,000/quarter
Ongoing quarterly technology reviews. Strategic guidance for enterprise tool stack evolution.
Advisor Requirements
- ✓ SP-Trust Score > 80
- ✓ 5+ years industry experience
- ✓ Pass SP Advisor Certification Exam
- ✓ Maintain 4.5/5 client rating
- ✓ Active community contributor
Quality Assurance
- ● Mandatory client rating after each engagement
- ● Advisors below 4.5/5 receive warning and improvement plan
- ● 3 consecutive poor reviews → removal from network
- ● Annual re-certification required
Platform fee: 15% on consultations, 10% on retainer contracts. Advisors keep the rest. All transactions are tracked and auditable.
Join the Standards Alliance
Whether you're a platform wanting to adopt SP-Taxonomy, an enterprise seeking maturity reports, or an expert joining the advisor network — there's a place for you.
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