Fireworks AI
Small (~100)
Grafana Labs
Large (~1,700)
Best For
Fireworks AI
Best for: Engineers who want to work with ex-Meta AI infrastructure engineers on LLM inference
Grafana Labs
Best for: Engineers who want open-source impact with fully remote flexibility and strong WLB
Ratings
Fireworks AIGrafana Labs
4.2
4.1
Overall
3.3
4.3
Work-Life Balance
4.3
4.1
Culture & Values
4.2
4.0
Comp & Benefits
4.2
3.6
Senior Mgmt
4.0
3.8
Career Opps
👍 78% Recommend
👤 71% CEO Approval (Raj Dutt)
Culture Values
Fireworks AI only
🚀 Ship Fast & Iterate🧩 Wears Many Hats🎧 Deep Work / Low Meetings
Grafana Labs only
🌐 Remote-Friendly🔓 Open Source🪟 Transparent⚖️ Work-Life Balance
Shared
⚙️ Engineering-Driven🌱 Learning & Growth
Pros & Cons
Fireworks AI
- World-class team of ex-Meta AI infrastructure engineers — technically very strong peers
- Working on LLM inference optimization which is one of the hottest areas in AI infrastructure
- Early-stage startup intensity with long hours expected and high performance bar
- Small team and rapidly evolving product means less structure, process, and career laddering
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
Fireworks AI
Choose Fireworks AI if you want to work with ex-Meta AI infrastructure engineers on cutting-edge LLM inference — but expect early-stage startup intensity and limited structure.
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
Fireworks AI — 28 jobs
💻 Engineering
9
💼 Sales / GTM
4
⚙️ Operations
2
👤 HR / People
1
⚖️ Legal
1
📣 Marketing
1
🧠 ML / AI
1
📋 Product
1
Grafana Labs — 133 jobs
💻 Engineering
66
💼 Sales / GTM
35
📣 Marketing
6
🎨 Design
5
⚖️ Legal
4
👤 HR / People
1
⚙️ Operations
1
Summary
Fireworks AI scores 4.2/5.0 on Glassdoor with a 3.3 work-life balance rating. Grafana Labs scores 4.1/5.0 overall with a 4.3 WLB. That’s a 0.1-point gap on overall satisfaction.
Both companies share these culture values: Engineering-Driven, Learning & Growth. Fireworks AI also emphasizes Ship Fast & Iterate, Wears Many Hats, Deep Work / Low Meetings. Grafana Labs also emphasizes Remote-Friendly, Open Source, Transparent, Work-Life Balance.
On the hiring front, Fireworks AI has 28 open roles and Grafana Labs has 133 open roles.