Best for: Engineers who want product ownership and fast growth building startup banking infrastructure
Vast AI
Best for: Scrappy generalists who want a front-row seat to the AI compute revolution
Ratings
MercuryVast AI
4.3
5.0
Overall
3.8
4.5
Work-Life Balance
3.9
5.0
Culture & Values
4.0
5.0
Comp & Benefits
3.8
5.0
Senior Mgmt
3.9
5.0
Career Opps
👍 79% Recommend👤 85% CEO Approval (Immad Akhund)
👍 100% Recommend👤 100% CEO Approval (Jake Cannell)
Culture Values
Mercury only
🎯 Direct Product Impact🌱 Learning & Growth
Vast AI only
🤝 Flat Hierarchy
Shared
⚙️ Engineering-Driven🚀 Ship Fast & Iterate💎 Strong Comp & Equity🧩 Wears Many Hats
Pros & Cons
Mercury
✓Strong talent density with smart, motivated teammates and genuine autonomy and ownership
✓Great Place to Work certified — product-first mindset with meaningful scope for every engineer
✗Still figuring out how to scale processes — expect some ambiguity and shifting priorities
✗Work-life balance rated 3.8/5 — periods of higher intensity during rapid growth phases
Vast AI
✓Front-row seat to the AI compute revolution — demand for GPU cloud is surging
✓Strong compensation and generous equity stakes for a bootstrapped startup
✗Processes are still being defined — expect ad hoc workflows
✗Intense workload — the team explicitly values high output
Bottom Line
Mercury
Choose Mercury if you want product ownership, fast growth, and to build banking infrastructure for startups — but expect growing pains and occasionally intense workloads.
Vast AI
Choose Vast AI if you want perfect Glassdoor scores and generous equity at a tiny GPU marketplace — but expect startup chaos.