Ecosystem Matrix by Industry
City rankings across industry sectors
| # | Overall $49.4B | AI $21.7B | DevTools $5.9B | Fintech $3.8B | Productivity $2.7B | Cybersecurity $3.3B | Healthcare $2.1B | Biotech $2.1B |
|---|---|---|---|---|---|---|---|---|
| 1 | San Francisco 51.5% $25.4B | San Francisco 49.6% $10.7B | San Francisco 73.9% $4.4B | San Francisco 46.2% $1.7B | San Francisco 49.5% $1.3B | San Francisco 32.5% $1.1B | Cambridge 34.4% $735M | San Francisco 31.0% $662M |
| 2 | New York 19.0% $9.4B | New York 20.5% $4.4B | New York 7.5% $444M | New York 34.7% $1.3B | New York 25.0% $671M | Kirkland 23.5% $776M | San Francisco 24.7% $528M | Dallas 15.0% $320M |
| 3 | Palo Alto 5.4% $2.7B | Palo Alto 9.1% $2.0B | Berlin 4.4% $261M | London 6.6% $248M | San Mateo 6.1% $164M | New York 18.0% $592M | New York 18.0% $384M | Menlo Park 14.0% $300M |
| 4 | Pittsburgh 4.7% $2.3B | London 5.0% $1.1B | Stockholm 4.2% $250M | Boston 2.9% $110M | London 6.1% $163M | Tel Aviv 6.5% $215M | Palo Alto 12.5% $267M | Cambridge 11.0% $235M |
| 5 | Austin 4.3% $2.1B | Paris 4.5% $970M | London 2.5% $150M | Washington, DC 2.4% $90M | Amsterdam 5.0% $134M | Dublin 5.3% $175M | Melbourne 3.0% $65M | London 7.0% $150M |
| 6 | Los Angeles 4.2% $2.1B | Toronto 3.3% $707M | Bellevue 2.5% $146M | Berlin 1.6% $59M | Toronto 1.9% $50M | Toronto 4.9% $160M | Stockholm 2.3% $50M | Boulder 7.0% $150M |
| 7 | London 4.1% $2.0B | Berlin 2.8% $616M | Paris 1.8% $104M | Paris 1.6% $59M | Los Angeles 1.8% $48M | Austin 3.0% $100M | Los Angeles 2.2% $46M | Oakland 5.0% $106M |
| 8 | Paris 2.6% $1.3B | Boston 2.4% $524M | Berkeley 1.5% $89M | Austin 1.4% $54M | Berlin 1.8% $47M | Paris 2.8% $93M | Austin 1.0% $22M | Alameda 4.9% $104M |
| 9 | Berlin 2.1% $1.1B | Berlin 1.6% $338M | Seattle 1.0% $60M | Lagos 1.4% $53M | San Jose 1.5% $40M | Washington, DC 2.4% $78M | Copenhagen 0.9% $20M | Amsterdam 3.4% $73M |
| 10 | Stockholm 2.0% $980M | Stockholm 1.2% $255M | Tel Aviv 0.7% $41M | Atlanta 1.3% $49M | Orem 1.5% $40M | Berlin 1.1% $35M | San Diego 0.8% $18M | New York 1.7% $36M |
| Location | Size | ||||
|---|---|---|---|---|---|
Northwood A global, software-defined ground network. | Aerospace | Los Angeles, United States | $130M | Series A | 51-200 |
Stacks Financial close. Reimagined. | Fintech | Amsterdam, Netherlands | $10M | Seed | 11-50 |
Fortuna Health Helping consumers navigate Medicaid. | Healthcare | New York, United States | $18M | Series A | 11-50 |
Quilter Physics-driven AI for electronics design. | Hardware | Los Angeles, United States | $25M | Series B | 11-50 |
Instant A modern Firebase. | DevTools | San Francisco, United States | $3M | Seed | 1-10 |
Ultrahuman Real-time nutrition and fitness tracking. | Health & Wellness | Bangalore, India | $35M | Series B | 11-50 |
ORO Turn your data into digital gold. | Web3 | New York, United States | $6M | Seed | 11-50 |
Clover Security AI-driven product security. | Cybersecurity | Tel Aviv, Israel | $36M | Seed | 11-50 |
Bureau No-code identity decisioning platform. | Cybersecurity | San Francisco, United States | $30M | Series B | 51-200 |
Accrual AI-native infrastructure for accounting firms. | Fintech | San Francisco, United States | $75M | Series A | 11-50 |
TensorWave Building the next wave of AI compute. | Infrastructure | Las Vegas, United States | $100M | Series A | 51-200 |
Legora AI workspace for lawyers. | AI | Stockholm, Sweden | $255M | Series C | 51-200 |
Every All-in-one back office built for founders. | Fintech | San Francisco, United States | $22M | Series A | 11-50 |
Raycast Developer command bar. | DevTools | London, United Kingdom | $30M | Series B | 11-50 |
Lemni AI agents for customer interactions. | AI | Amsterdam, Netherlands | $4M | Pre-Seed | 1-10 |
Nace AI Building metamodels for real-time LLM customization. | AI | Palo Alto, United States | $5M | Seed | 11-50 |
Superpower The most advanced platform to optimize your health. | Health & Wellness | San Francisco, United States | $30M | Series A | 51-200 |
Liminal Horizontal security for GenAI. | AI | Denver, United States | $5M | Seed | 1-10 |
Stedi The only API-first healthcare clearinghouse. | Healthcare | New York, United States | $70M | Series B | 51-200 |
Radiant Making nuclear power portable. | Energy | Los Angeles, United States | $465M | Series C | 51-200 |
Micro1 The AI platform for human intelligence. | HR & Recruiting | San Francisco, United States | $35M | Series A | 11-50 |
Stainless Generate best-in-class SDKs. | DevTools | New York, United States | $25M | Series A | 11-50 |
Optura AI orchestration platform for healthcare. | Healthcare | New York, United States | $6M | Seed | 1-10 |
Gradient Labs AI customer support purpose-built for finance. | AI | London, United Kingdom | $13M | Series A | 11-50 |
Cogent AI taskforce for vulnerability management. | Cybersecurity | San Francisco, United States | $11M | Seed | 11-50 |