Labelbox
Medium (~350)
Replit
Small (~200)
Best For
Labelbox
Best for: ML infrastructure engineers building data labeling and training platforms for frontier AI labs and enterprises
Replit
Best for: Builders who thrive in chaos and want to reinvent how the world creates software with AI
Ratings
LabelboxReplit
3.8
4.0
Overall
3.6
3.9
Work-Life Balance
3.8
4.1
Culture & Values
3.6
4.0
Comp & Benefits
3.5
3.8
Senior Mgmt
3.6
3.8
Career Opps
👍 72% Recommend
👤 78% CEO Approval (Manu Sharma)
👍 80% Recommend
👤 84% CEO Approval (Amjad Masad)
Culture Values
Labelbox only
💎 Strong Comp & Equity🌈 Diverse & Inclusive
Replit only
🧩 Wears Many Hats🎯 Direct Product Impact💜 Mission-Driven
Shared
⚙️ Engineering-Driven🚀 Ship Fast & Iterate
Pros & Cons
Labelbox
- Competitive compensation and equity
- Working with top AI labs as customers
- Rapid growth creates organizational churn
- Some teams move faster than others
Replit
- Exciting AI-powered developer tools — cool technology on the frontier
- High autonomy and ownership — mission to empower the next billion software creators
- Disorganized operations — processes can feel chaotic
- Leadership style can feel intense — high pressure to deliver
Bottom Line
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.
Replit
Bold vision and explosive growth but a dramatic 50% headcount cut in 2025 signals a high-intensity, survival-of-the-fittest culture.
Open Roles
Labelbox — 9 jobs
💻 Engineering
3
🧠 ML / AI
3
📊 Data
1
Replit — 83 jobs
💻 Engineering
44
📣 Marketing
13
💼 Sales / GTM
9
📋 Product
4
🎨 Design
3
📊 Data
2
🎧 Support
2
⚖️ Legal
1
Summary
Labelbox scores 3.8/5.0 on Glassdoor with a 3.6 work-life balance rating. Replit scores 4.0/5.0 overall with a 3.9 WLB. That’s a 0.2-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Ship Fast & Iterate. Labelbox also emphasizes Strong Comp & Equity, Diverse & Inclusive. Replit also emphasizes Wears Many Hats, Direct Product Impact, Mission-Driven.
On the hiring front, Labelbox has 9 open roles and Replit has 83 open roles.