Baseten
Small (~100)
Modal
Small (~110)
Best For
Baseten
Best for: Engineers who want high ownership building ML inference infrastructure
Modal
Best for: Systems engineers who want to build developer-loved cloud infrastructure with elite teammates
Ratings
BasetenModal
4.3
4.0
Overall
3.5
3.8
Work-Life Balance
4.3
4.2
Culture & Values
4.0
3.8
Comp & Benefits
4.2
4.0
Senior Mgmt
4.0
3.5
Career Opps
👍 82% Recommend
👤 88% CEO Approval (Erik Bernhardsson)
Culture Values
Baseten only
🤝 Flat Hierarchy
Modal only
🎧 Deep Work / Low Meetings🔓 Open Source
Shared
⚙️ Engineering-Driven🚀 Ship Fast & Iterate🧩 Wears Many Hats🎯 Direct Product Impact
Pros & Cons
Baseten
- Cutting-edge ML inference infrastructure — deploying models at scale for real production customers
- Small team means high ownership and direct impact on product direction and company strategy
- Limited resources compared to larger competitors — can feel stretched thin on multiple fronts
- Fast-moving product roadmap means priorities shift frequently as the market evolves
Modal
- World-class engineering team — includes creators of Luigi, Seaborn, and olympiad medalists
- High-impact product with 50x revenue growth — developers widely praise the platform
- Early-stage startup dynamics — roles shift quickly, requires high self-direction
- Limited HR infrastructure — benefits and career ladders still being developed
Bottom Line
Baseten
Choose Baseten if you want high ownership building ML inference infrastructure at an early-stage startup — but expect startup intensity and shifting priorities.
Modal
Choose Modal if you want world-class engineering peers and 50x revenue growth — but expect early-stage startup dynamics.
Open Roles
Baseten — 48 jobs
💻 Engineering
21
💼 Sales / GTM
10
🧠 ML / AI
3
⚙️ Operations
3
📣 Marketing
2
📋 Product
2
📊 Data
1
Modal — 27 jobs
💻 Engineering
12
👤 HR / People
3
💼 Sales / GTM
3
📣 Marketing
2
🧠 ML / AI
2
💰 Finance
1
⚙️ Operations
1
Summary
Baseten scores 4.3/5.0 on Glassdoor with a 3.5 work-life balance rating. Modal scores 4.0/5.0 overall with a 3.8 WLB. That’s a 0.3-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate, Wears Many Hats, Direct Product Impact. Baseten also emphasizes Flat Hierarchy. Modal also emphasizes Deep Work / Low Meetings, Open Source.
On the hiring front, Baseten has 48 open roles and Modal has 27 open roles.