Baseten
Small (~100)
Labelbox
Medium (~350)
Best For
Baseten
Best for: Engineers who want high ownership building ML inference infrastructure
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Ratings
BasetenLabelbox
4.3
3.8
Overall
3.5
3.6
Work-Life Balance
4.3
3.8
Culture & Values
4.0
3.6
Comp & Benefits
4.2
3.5
Senior Mgmt
4.0
3.6
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
Culture Values
Baseten only
🧩 Wears Many Hats🎯 Direct Product Impact🤝 Flat Hierarchy
Labelbox only
💎 Strong Comp & Equity🌈 Diverse & Inclusive
Shared
⚙️ Engineering-Driven🚀 Ship Fast & Iterate
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
Labelbox
- Competitive compensation and equity
- Working with top AI labs as customers
- Rapid growth creates organizational churn
- Some teams move faster than others
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.
Labelbox
Choose Labelbox if you want to work on the data side of AI — labeling, evaluation, and training infrastructure used by frontier AI teams — with moderate SF-based intensity.
Open Roles
Baseten — 55 jobs
💻 Engineering
25
💼 Sales / GTM
12
⚙️ Operations
4
📣 Marketing
3
📋 Product
3
🧠 ML / AI
2
📊 Data
1
👤 HR / People
1
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Summary
Baseten scores 4.3/5.0 on Glassdoor with a 3.5 work-life balance rating. Labelbox scores 3.8/5.0 overall with a 3.6 WLB. That’s a 0.5-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate. Baseten also emphasizes Wears Many Hats, Direct Product Impact, Flat Hierarchy. Labelbox also emphasizes Strong Comp & Equity, Diverse & Inclusive.
On the hiring front, Baseten has 55 open roles and Labelbox has 9 open roles.