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Engineering metrics dashboard

Your engineering metrics, finally clear.

Get instant DORA metrics, cycle time breakdowns, flow visibility and AI Impact from your existing tools.

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Live in 5 minutes· Works with your stack· SOC 2 compliant
Your team todayAt risk
PR Cycle Time
6.2 days
Lead Time for Changes
11 days
Deployment Frequency
1.2 / wk
Bottom 30th percentile · Delivery at risk
This is what you've been missing

Everything your team needs, in one place.

PR Cycle Time. Find where work gets stuck.

Break down each PR into five stages—Coding, Pickup, Review, Merge, and Deploy. Pinpoint bottlenecks and cut your time to production.

Without DevStats
Coding
12h
Pickup
48h ⚠️
Review
36h
Merge
18h
Deploy
25h
Total
5.8 days
Bottleneck detected
With DevStats
Coding
10h
Pickup
14h
Review
18h
Merge
8h
Deploy
8h
Total
2.4 days
Optimized
59% FASTER CYCLE TIME BY IDENTIFYING PICKUP BOTTLENECKS
Optimized flow
Bottleneck
Compare each stage side-by-side to see exactly where time is lost and gained.

Throughput. Track what your team ships.

Monitor PRs merged, reviews completed, commits, and code changes week over week. Spot delivery patterns and build on what works.

Without DevStats
28 avg
W1W2W3W4W5W6W7W8
High variance, unpredictable
With DevStats
47 avg
W1W2W3W4W5W6W7W8
Steady upward trend
68% MORE THROUGHPUT WITH VISIBILITY INTO DELIVERY PATTERNS
Steady growth
High variance
Trend lines reveal delivery patterns—spot what drives productive weeks and build on it.

Code Review. Balance speed and quality.

Track review time, comments per PR, and reviewer workload distribution. Ship faster without sacrificing code quality.

Without DevStats
3.2 day review time
With DevStats
4.2 hour review time
18X FASTER CODE REVIEWS WITH BALANCED REVIEWER WORKLOADS
Distributed reviews
Review overload
Balance review workloads and catch bottlenecks before delays.

Allocation. See where dev time really goes.

Track work across roadmap features, unplanned work, bugs, and hotfixes. Align engineering effort with business priorities.

Without DevStats
25%
15%
35%
25%
40% on new work
With DevStats
52%
18%
20%
10%
70% on new work
75% MORE TIME ON ROADMAP BY REDUCING REACTIVE WORK
Roadmap
Unplanned
Bugs
Hotfixes
Know where engineering time goes and align with priorities.

Activity Heatmap. Spot burnout before it happens.

Visualize work patterns by day and hour across your team. Catch after-hours work, uneven workloads, and early signs of burnout.

Without DevStats
After-hours work detected
With DevStats
Healthy work patterns
ZERO BURNOUT INCIDENTS BY CATCHING EARLY WARNING SIGNS
Healthy hours
Burnout risk
Spot after-hours work and workload imbalances before they lead to burnout.

DORA Metrics. Benchmark against the best.

Track all four DORA metrics—Deploy Frequency, Lead Time, Change Failure Rate, and Recovery Time.

Without DevStats
Deploy Freq
?
Lead Time
?
Failure Rate
?
Recovery
?
No visibility
With DevStats
Deploy Freq
14/wk
Lead Time
2.4d
Failure Rate
4.2%
Recovery
1.2h
High Performer
DORA METRICS HELP YOU BENCHMARK AGAINST INDUSTRY STANDARDS
Elite/High performer
No visibility
Track all 4 DORA metrics with automatic benchmarking against elite performers.

Benchmarks. Know where you stand.

Compare your team's metrics against industry benchmarks to understand performance relative to peers.

Without DevStats
Your Team
?
Industry Avg
?
Top 10%
?
No comparison data
With DevStats
Your Team
72nd percentile
Industry Avg
50th percentile
Top 10%
90th percentile
Above average
BENCHMARK AGAINST 1000+ ENGINEERING TEAMS TO SET REALISTIC GOALS
Your team
Industry benchmark
Know exactly where you stand and what "good" looks like for teams your size.

Aging Issues. Prioritize what needs attention.

Surface stale issues and PRs that are blocking progress before they become real problems.

Without DevStats
1-2 Days
3-4 Days
5-6 Days
7-8 Days
9+ Days
?
?
?
?
?
Hidden backlog
With DevStats
1-2 Days
3-4 Days
5-6 Days
7-8 Days
9+ Days
8
5
4
2
1
1
Full visibility
REDUCE STALE ISSUES BY 60% WITH AUTOMATED AGING ALERTS
Fresh (1-4d)
Moderate (5-6d)
Aging (7-8d)
Stale (9-10d)
Bubble chart shows issue counts by age—spot stale work at a glance.

AI Impact. Understand your AI investment.

Measure the real impact of AI tools on developer productivity and code quality.

Without DevStats
?
AI-Assisted PRs?
Velocity Impact?
Quality Score?
Review Time?
No AI visibility
With DevStats
38%
AI-Assisted PRs38%
Velocity Impact+24%
Quality Score+12%
Review Time-18%
Measured ROI
TEAMS USING AI TRACKING SEE 24% HIGHER VELOCITY ON AVERAGE
AI-assisted PRs
Manual PRs
Know exactly how AI tools are impacting your team's output and quality.
1 / 9
Do you flow?

AI doesn’t replace engineering. It makes flow matter more than ever.

AI ships code faster than ever. But without strong engineering habits, that speed just ships problems faster. DevStats gives you the visibility that keeps your team in flow, turning AI from a liability into a genuine productivity accelerator.

Integrations

Connect your entire workflow. All the tools devs know and love.

DevStats pulls from all your development tools and surfaces actionable metrics across your stack.

Git Data
GitHubGitHubGitLabGitLabBitbucketBitbucketAzure DevOpsAzure DevOpsGiteaGiteaCodeCommitCodeCommit
PR #847 merged to main
AI Tools
Amazon QAmazon QClaude CodeClaude CodeCursorCursorGitHub CopilotGitHub CopilotCodyCodyWindsurfWindsurf
38% of PRs AI-assisted
Issues
JiraJiraLinearLinearAsanaAsanaClickUpClickUpMondayMonday+ more
Sprint velocity down 12%
Incidents
PagerDutyPagerDutyOpsgenieOpsgenieDatadogDatadogincident.ioincident.ioFireHydrantFireHydrant+ more
MTTR improved to 45min
DevStats

DORA Metrics Dashboard

Real-time deployment health

Cycle Time Reports

Weekly automated summaries

Bottleneck Alerts

Slack notifications on delays

Team Scorecards

Performance benchmarks

Set up in 2 minutes. No code changes required.

Real engineering leaders

Teams that finally know where time goes.

"DevStats is one of these tools that you think you don't need, but it's just so easy to use and gives so many insightful details that you might be missing."
Gregor Ojstersek

Gregor Ojstersek

Engineering Leadership Newsletter

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