How Top Engineering Teams Actually Perform
A live index of the industry's high-performing engineering orgs.
Act 1 · Performance
Baseline = 500 OSS Performance Index at its Q1 2025 (pre-AI) level. Performance is measured through the lens of a Senior Engineer.
Show methodologyHere is how fast they got there.
Engineering performance
Commits are measured by depth, not lines. Reported in ETV (Engineering Throughput Value).
What companies are pulling away?
OpenAI
Avg performance
6.04 ETV
per developer per month
Total ETV / month (90-day MA)
+1110.4%
Work mix
Growth
40%
Maintenance
47%
Fixes
13%
Jun 29, 2025 – Jul 24, 2026
Company breakdownMicrosoft
Avg performance
3.34 ETV
per developer per month
Total ETV / month (90-day MA)
+162.4%
Work mix
Growth
45%
Maintenance
38%
Fixes
17%
Jun 29, 2025 – Jul 24, 2026
Company breakdownVercel
Avg performance
3.32 ETV
per developer per month
Total ETV / month (90-day MA)
+183.8%
Work mix
Growth
35%
Maintenance
39%
Fixes
26%
Jun 29, 2025 – Jul 24, 2026
Company breakdownAvg performance
1.78 ETV
per developer per month
Total ETV / month (90-day MA)
+85.2%
Work mix
Growth
37%
Maintenance
49%
Fixes
14%
Jun 29, 2025 – Jul 24, 2026
Company breakdownMeta
Avg performance
1.11 ETV
per developer per month
Total ETV / month (90-day MA)
+22.6%
Work mix
Growth
34%
Maintenance
51%
Fixes
14%
Jun 29, 2025 – Jul 24, 2026
Company breakdownCloudflare
Avg performance
0.96 ETV
per developer per month
Total ETV / month (90-day MA)
+57.6%
Work mix
Growth
35%
Maintenance
48%
Fixes
17%
Jun 29, 2025 – Jul 24, 2026
Company breakdownSpeed is necessary, not sufficient.
Act 2 · Direction
Faster at what?
The same speed can ship features or rework what AI just broke.
Performance Composition
Growth, Maintenance, Fixes, as a share of performance.
Act 3 · AI Cost
What did the performance gain cost?
The gains are measured in ETV, so the cost is the tokens you spend to land one ETV in production.
AI tools Cost to ship one ETV
These numbers are for enterprise level pricing.
Act 4 · Roadmap Alignment
Is any of it on the roadmap?
Your team is shipping. You cannot see how much of it the business actually asked for.
Healthy line
75%
of your ETV should map to a declared roadmap item. Below that line, you're shipping fast in directions nobody asked for.
What that looks like
Strategy is operational. Most engineering moves a stated goal forward.
Half pointed at the roadmap, half drifting. Common, and fixable.
Most engineering doesn't match what leadership actually planned.
Low alignment is a process problem, not a people problem.
Act 5 · Patterns
Which repositories are pulling weight?
Top repositories by per-developer ETV. This week's momentum and the full quarter, side by side.
Top 5 Repositories · last 7 days
Highest per-developer Engineering Throughput Value (ETV) shipped in the last 7 days. Not normalized to a month.
- 1
openai-agents-js
OpenAI · 1 dev
Growth 70%Maintenance 2%Fixes 28%17.7
ETV / dev · 7d
- 2
openai-agents-python
OpenAI · 1 dev
Growth 43%Maintenance 7%Fixes 51%12.8
ETV / dev · 7d
- 3
agents
Cloudflare · 1 dev
Growth 58%Maintenance 2%Fixes 41%12.7
ETV / dev · 7d
- 4
turborepo
Vercel · 1 dev
Growth 68%Maintenance 19%Fixes 13%9.6
ETV / dev · 7d
- 5
Agents-for-net
Microsoft · 3 devs
Growth 65%Maintenance 34%Fixes 0%8.2
ETV / dev · 7d
Top 5 Repositories · last 90 days
Highest per-developer Engineering Throughput Value (ETV) over the trailing 90 days, normalized to a 30-day calendar month.
- 1
openai-agents-js
OpenAI · 1 dev
Growth 39%Maintenance 34%Fixes 26%20.0
ETV / dev / mo
- 2
openai-agents-python
OpenAI · 1 dev
Growth 30%Maintenance 39%Fixes 31%13.6
ETV / dev / mo
- 3
turborepo
Vercel · 4 devs
Growth 33%Maintenance 20%Fixes 47%9.8
ETV / dev / mo
- 4
agents
Cloudflare · 6 devs
Growth 34%Maintenance 44%Fixes 22%9.5
ETV / dev / mo
- 5
Agents-for-net
Microsoft · 3 devs
Growth 44%Maintenance 52%Fixes 4%7.1
ETV / dev / mo