incident.io vs Vast AI

incident.io vs Vast AI: Culture Compared

incident.io (4.5 Glassdoor) vs Vast AI (5.0 Glassdoor) — side-by-side on culture values, work-life balance, compensation, and open roles.

incident.io

incident.io

Small (~140)
Vast AI

Vast AI

Small (~30)
incident.io
Best for: Engineers and salespeople who value a strong culture with 13 extra holidays per year and approachable, ego-free founders
Vast AI
Best for: Scrappy generalists who want a front-row seat to the AI compute revolution
incident.ioVast AI
4.5
5.0
Overall
4.1
3.8
Work-Life Balance
4.6
5.0
Culture & Values
4.5
5.0
Comp & Benefits
4.3
5.0
Senior Mgmt
4.3
5.0
Career Opps
πŸ‘ 90% Recommend πŸ‘€ 95% CEO Approval (Stephen Whitworth)
πŸ‘ 100% Recommend πŸ‘€ 100% CEO Approval (Jake Cannell)
incident.io only
πŸͺŸ TransparentπŸ›‘οΈ Safe to Fail🌱 Learning & Growth
Vast AI only
🧩 Wears Many HatsπŸ’Ž Strong Comp & Equity
Shared
πŸš€ Ship Fast & Iterateβš™οΈ Engineering-Driven🀝 Flat Hierarchy

incident.io

  • βœ“Strong culture with a dedicated culture manager β€” values are practiced, not just stated
  • βœ“Excellent compensation and benefits with strong career growth opportunities
  • βœ—Rapid scaling can create instability β€” some report organizational growing pains
  • βœ—London-centric with limited remote options for some roles

Vast AI

  • βœ“Front-row seat to the AI compute revolution β€” demand for GPU cloud is surging
  • βœ“Strong compensation and generous equity stakes for a bootstrapped startup
  • βœ—Processes are still being defined β€” expect ad hoc workflows
  • βœ—Intense workload β€” the team explicitly values high output
incident.io
Exceptional culture (4.5 stars) with genuine values, great benefits including 10% pension match, and kind colleagues β€” but London-centric with some layoff scars from 2024.
Vast AI
Choose Vast AI if you want perfect Glassdoor scores and generous equity at a tiny GPU marketplace β€” but expect startup chaos.

incident.io β€” 25 jobs

πŸ’Ό Sales / GTM
17
πŸ’» Engineering
6

Vast AI β€” 9 jobs

πŸ’» Engineering
6
🧠 ML / AI
2

incident.io scores 4.5/5.0 on Glassdoor with a 4.1 work-life balance rating. Vast AI scores 5.0/5.0 overall with a 3.8 WLB. That’s a 0.5-point gap on overall satisfaction.

Both companies share these culture values: Ship Fast & Iterate, Engineering-Driven, Flat Hierarchy. incident.io also emphasizes Transparent, Safe to Fail, Learning & Growth. Vast AI also emphasizes Wears Many Hats, Strong Comp & Equity.

On the hiring front, incident.io has 25 open roles and Vast AI has 9 open roles.