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Data & Benchmarks
DevProd headcount benchmarks, Q1 2026
Research across multiple industry verticals and engineering team sizes.
Jan 7
•
Justin Reock
11
5 interesting learnings from Revenue per Engineer data at 300+ companies
Top-performing companies see $1.5M+ Revenue per Engineer.
Apr 9, 2025
•
Abi Noda
20
1
1
2024 benchmarks for the DX Core 4
A summary of findings from this year's DX Core 4 benchmarks. This year we saw smaller companies delivering faster, tech companies spending more time…
Dec 17, 2024
•
Abi Noda
and
Laura Tacho
15
1
Platform vs. DevEx teams: What’s the difference?
They overlap, but Platform teams have a wider scope.
Nov 5, 2024
•
Abi Noda
24
2
2
What’s a good developer survey participation rate?
Results from our analysis of over 200 DX customers.
Oct 25, 2024
•
Abi Noda
7
1
State of Developer Experience 2024
How much time developers are losing due to inefficiencies, the top causes of time loss, and more.
Jul 19, 2024
•
Abi Noda
21
What drives companies to form Developer Productivity teams?
DoorDash, Lattice, Yelp, and others share what drove their decision to establish a DevProd team.
Jun 28, 2024
•
Abi Noda
8
1
When to hire a Developer Productivity team
Lessons from DoorDash, Lattice, Yelp, and 15+ other companies.
Jun 7, 2024
•
Abi Noda
12
1
How (in)efficient are engineering organizations?
On average, developers report 22% of their time being wasted.
Mar 15, 2024
•
Abi Noda
16
1
3
How top tech companies measure developer productivity
The top-level engineering productivity metrics used by 17 companies, including Spotify, Stripe, and Uber.
Jan 19, 2024
•
Abi Noda
29
2
1
Platform Engineering headcount benchmarks, Q4 2023
Benchmarking data on the percentage of engineering headcount that companies are allocating to centralized developer productivity teams.
Dec 13, 2023
•
Abi Noda
14
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