Cohere
Small (~500)
Grafana Labs
Large (~1,700)
Best For
Cohere
Best for: Enterprise AI builders willing to trade stability for cutting-edge NLP research
Grafana Labs
Best for: Engineers who want open-source impact with fully remote flexibility and strong WLB
Ratings
CohereGrafana Labs
2.9
4.1
Overall
2.5
4.3
Work-Life Balance
3.0
4.1
Culture & Values
3.2
4.0
Comp & Benefits
2.3
3.6
Senior Mgmt
2.5
3.8
Career Opps
👍 48% Recommend
👤 55% CEO Approval (Aidan Gomez)
👍 78% Recommend
👤 71% CEO Approval (Raj Dutt)
Culture Values
Cohere only
No unique values
Grafana Labs only
🌐 Remote-Friendly🔓 Open Source🪟 Transparent⚖️ Work-Life Balance
Shared
🌱 Learning & Growth⚙️ Engineering-Driven
Pros & Cons
Cohere
- Cutting-edge NLP research from Transformer co-author
- Enterprise AI focus gives real customer impact
- Frequent organizational restructuring has led to notable team turnover
- Internal communication from leadership could be more transparent
Grafana Labs
- 100% remote-first across 40+ countries with generous PTO (~30 days) and mandatory shutdown days
- Engineers rate it 4.9/5 — absurdly talented colleagues with strong open-source culture
- Career progression above staff level can be challenging with limited upward mobility
- Product management is sometimes marginalized with engineers holding disproportionate power
Bottom Line
Cohere
Choose Cohere if you want Transformer co-author pedigree and enterprise AI focus — but expect turbulence and lower ratings.
Grafana Labs
Choose Grafana Labs if you want deep open-source impact, fully remote flexibility, and excellent WLB — but expect limited career progression above staff level.
Open Roles
Cohere — 116 jobs
💻 Engineering
36
💼 Sales / GTM
12
🧠 ML / AI
9
📋 Product
8
📣 Marketing
7
💰 Finance
4
👤 HR / People
4
📊 Data
3
⚙️ Operations
2
⚖️ Legal
1
🎧 Support
1
Grafana Labs — 149 jobs
💻 Engineering
92
💼 Sales / GTM
32
📣 Marketing
6
👤 HR / People
1
⚖️ Legal
1
⚙️ Operations
1
Summary
Cohere scores 2.9/5.0 on Glassdoor with a 2.5 work-life balance rating. Grafana Labs scores 4.1/5.0 overall with a 4.3 WLB. That’s a 1.2-point gap on overall satisfaction.
Both companies share these culture values: Learning & Growth, Engineering-Driven. Grafana Labs also emphasizes Remote-Friendly, Open Source, Transparent, Work-Life Balance.
On the hiring front, Cohere has 116 open roles and Grafana Labs has 149 open roles.