Developer Economy Index
The Bloomberg terminal for developer tools — real-time indices tracking the health, vitality, and satisfaction of the tool ecosystem.
StackPicked Index
Composite score of all tracked tools
Tool Economy Vitality
New tools, funding, user growth, pricing changes
Developer Satisfaction
User ratings, NPS, churn, recommendation intent
By Category
Category Performance Index
AI Tools
92.3Database & Backend
81.2Design
79Data & Analytics
77.8Hosting
76.5Dev Tools
74.8DevOps
73.5Project Mgmt
68.2Enterprise
ROI Calculator — Tool Investment Returns
Quantified returns from switching to higher-rated tools.
| Switch To | From | Efficiency | Annual Savings | 3yr ROI | Payback |
|---|---|---|---|---|---|
| Cursor | VS Code + Copilot | +28% | $3,600/yr | 420% | 7 months |
| Supabase | Firebase | +35% | $8,400/yr | 380% | 5 months |
| Linear | Jira | +22% | $12,000/yr | 520% | 4 months |
| Neon | AWS RDS | +18% | $24,000/yr | 610% | 3 months |
Enterprise API: Run unlimited ROI calculations for your specific stack. POST /api/roi-calculate — $9,999/yr subscription.
Tech Debt
Technical Debt Quantification
$250,000
Average tech debt per company (estimated)
45 days average to remediate
Top Causes of Tech Debt
ROI Calculator
ROI Calculator Tiers
From free estimates to enterprise-grade stack modeling.
Free
$0
5/month scans
- ✓ Basic ROI estimates
- ✓ Top 10 tool comparisons
- ✓ Community data
Pro
POPULAR$999/yr
Unlimited scans
- ✓ Precise ROI calculations
- ✓ Custom stack modeling
- ✓ Historical trend analysis
- ✓ Export reports (PDF/CSV)
- ✓ Priority support
Enterprise
$50,000/yr
Unlimited + API scans
- ✓ Everything in Pro
- ✓ REST API access
- ✓ Multi-team dashboards
- ✓ Custom integrations
- ✓ Dedicated account manager
- ✓ SLA guarantee (99.9%)
Code Scanning
Tech Debt Quantification — Code Scanning
Automated code analysis to quantify technical debt and estimate migration costs.
Dependency Audit
98% accuracyScan package.json, Cargo.toml, go.mod for outdated/vulnerable deps
Languages: JS/TS, Rust, Go, Python, Java
EOL Detection
95% accuracyIdentify end-of-life tools and frameworks still in production
Languages: All supported stacks
Migration Cost Estimator
89% accuracyEstimate effort and cost to migrate from legacy to modern tools
Languages: JS/TS, Python, Java, C#
Tech Debt Score
92% accuracyComposite score (0-100) based on age, complexity, and maintenance burden
Languages: All supported stacks
Pricing: Per-scan $49 · Continuous monitoring $299/mo · Enterprise custom — See Forecast →
Revenue
Monetization Model
Five revenue streams powering the StackPicked ecosystem.
| Revenue Stream | Annual Revenue | Model | Share |
|---|---|---|---|
| ROI Calculator Subscriptions | $2.4M/yr | Free tier + Pro ($999) + Enterprise ($50K) | |
| Tech Debt Scanning | $3.1M/yr | Per-scan ($49) + Continuous ($299/mo) + Enterprise | |
| Forecast Reports | $4.2M/yr | Institutional subscriptions ($50K-$500K/yr) | |
| Marketplace Commissions | 15% of tool sales | Affiliate + referral fees from tool vendors | |
| API Data Licensing | $1.6M/yr | Per-call ($0.001) + Enterprise flat-fee | |
Annual Maturity Report 2026
The definitive guide to developer tool selection. 15 categories, 200+ tools analyzed, market trends, and 12-month predictions.
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