GitLab
Large (~2,500)
Mistral AI
Small (~100)
Best For
GitLab
Best for: Engineers who want a fully remote, async-first culture with radical transparency
Mistral AI
Best for: Researchers who want to build open-weight models at a fast-moving European AI lab
Ratings
GitLabMistral AI
3.9
4.0
Overall
3.9
3.6
Work-Life Balance
4.0
4.2
Culture & Values
3.8
4.0
Comp & Benefits
3.5
3.8
Senior Mgmt
3.7
3.5
Career Opps
👍 75% Recommend
👤 70% CEO Approval (Sid Sijbrandij)
👍 80% Recommend
👤 85% CEO Approval (Arthur Mensch)
Culture Values
GitLab only
🌐 Remote-Friendly📡 Async-First🪟 Transparent⚖️ Work-Life Balance
Mistral AI only
🚀 Ship Fast & Iterate⚙️ Engineering-Driven🤝 Flat Hierarchy🧩 Wears Many Hats
Shared
🔓 Open Source
Pros & Cons
GitLab
- Best-in-class all-remote culture — truly async-first with genuine flexibility
- Radically transparent company with a public handbook and open processes
- Revenue organization has seen quota chaos and low morale
- Some leadership instability at the C-suite level
Mistral AI
- Small team punching way above weight — Mixtral, Mistral Large
- European AI champion with strong research DNA
- Very early-stage — processes are minimal
- Paris-centric with limited remote options
Bottom Line
GitLab
Choose GitLab if you want the gold standard of all-remote work with public handbook and async processes — but expect bureaucracy at scale and comp below top-tier.
Mistral AI
Choose Mistral if you want small-team impact at Europe's top AI lab — but expect minimal process and Paris-first culture.
Open Roles
GitLab — 195 jobs
💻 Engineering
79
💼 Sales / GTM
67
📋 Product
10
⚖️ Legal
5
📊 Data
4
🎨 Design
4
📣 Marketing
4
👤 HR / People
2
⚙️ Operations
2
Mistral AI — 150 jobs
💻 Engineering
51
💼 Sales / GTM
14
🧠 ML / AI
13
⚖️ Legal
11
📋 Product
8
👤 HR / People
7
📣 Marketing
6
⚙️ Operations
4
💰 Finance
3
📊 Data
2
🎨 Design
2
Summary
GitLab scores 3.9/5.0 on Glassdoor with a 3.9 work-life balance rating. Mistral AI scores 4.0/5.0 overall with a 3.6 WLB. That’s a 0.1-point gap on overall satisfaction.
Both companies share these culture values: Open Source. GitLab also emphasizes Remote-Friendly, Async-First, Transparent, Work-Life Balance. Mistral AI also emphasizes Ship Fast & Iterate, Engineering-Driven, Flat Hierarchy, Wears Many Hats.
On the hiring front, GitLab has 195 open roles and Mistral AI has 150 open roles.