Are you an impact player?

Engineering
ImpactVisualized

Analyze your GitHub contributions with deep metrics. From PR flow to review patterns—see your true impact with AI-powered insights.

User
User
User
User
500+Impact Analytics
METRICS THAT MATTER

Stop Guessing.
Start Measuring.

Analyze individual contributor impact with comprehensive metrics, AI-driven insights, and detailed visualizations of PRs, reviews, and collaboration patterns.

01

PR Flow Metrics

Track time-to-merge, time-to-review, and identify bottlenecks in your PR lifecycle with detailed analytics.

02

Review Behavior

Analyze approval rates, comment patterns, and collaboration breadth across your organization.

03

Merge Efficiency

Measure merge rates, PR size distribution, and code churn to understand contribution quality.

04

AI-Powered Insights

Get personalized analysis of your contribution style, strengths, and actionable recommendations powered by AI.

05

60+ Metrics

Comprehensive analytics covering activity patterns, repository insights, and contribution consistency.

06

Contributor Ranking

Rank and compare contributors across your organization, then drill down into individual impact details.

07

Activity Patterns

Discover your most productive days and hours with detailed activity analysis and consistency tracking.

AI_DRIVER_ANALYSIS

AI-Powered
Contributor Insights

Get personalized analysis of your contribution patterns. Our AI analyzes your PRs, reviews, and activity to reveal your strengths, improvement areas, and actionable recommendations.

Contribution Style Analysis

Understand your unique contribution patterns and impact.

Personalized Recommendations

Get actionable insights to improve your contribution efficiency.

impact_trace_bot — bash — 80x24
$ analyzing_contributions...
> processing pr_metrics... 127 PRs found
> calculating_merge_rate... 87.4%
$ analyzing_review_patterns
> avg_time_to_merge: 2.3 days
$ generating_ai_insights...
> strength: Excellent collaboration (reviewed 45+ PRs)
_
Improvement Area

Consider smaller PRs to improve merge speed.

Strength Identified

High review engagement: 92% approval rate.

CONTRIBUTOR_METRICS

Your Impact Dashboard

Comprehensive analysis of your GitHub contributions—PRs raised, merged, reviewed, and issues created—distilled into a single Efficiency Score.

Efficiency Score
0.0
High Impact Contributor
Merge Rate
+8.3%

PR Flow Metrics

PRs Raised & Merged

A+
Merge Rate87.4%
Avg Time to Merge2.3 days
PR Size (Small)68%

Review Behavior

PRs Reviewed & Approved

A
Approval Rate92%
Avg Review Time4.2 hours
People Reviewed18 devs

Issue Tracking

Issues Created & Resolved

B+
Resolution Rate89%
Issues Created34 total
Avg Close Time3.2 days

Activity Patterns

Consistency & Engagement

A
Active Days142 days
ConsistencyHigh
Peak ActivityTue-Thu
NETWORK_TOPOLOGY :: ACTIVE
ANUJ
Tech Lead
Mayank
MAYANK
CTO
Rishi
RISHI
Business Owner
Suvidh
SUVIDH
Intern
Live Synergy
98.2%
TEAM_TOPOLOGY

Find Your
Review Buddy

Who reviews your code the most? Who do you block? We visualize your team's hidden social graph to improve collaboration flows.

  • Collaboration Heatmaps

    See who Anuj interacts with most across `peopleReviewed` metrics.

  • Onboarding Assistant

    Identify silos and connect new hires like Suvidh with the right mentors.

CYCLE_TIME_ANALYSIS

Where does the
Time Go?

We break down your PR lifecycle into granular phases. Identify exactly where your team gets stuck—whether it's "Pickup Time" or the "Review Black Hole."

Avg Merge Time
18h
Top 10%
Pickup Time
45m
vs 4h avg
Industry vs You
Typical Workflow~72 Hours
Coding
Pickup
Review Bottleneck (28h)
With ImpactTrace~18 Hours
Code
Wait
Fast Pickup (2h)
Review
Merge
54h Saved per PR
COMING SOON

Organization Level
Analysis

Analyze your entire organization's engineering impact. Get team-wide metrics, cross-repository insights, and organization-level dashboards.

Team Metrics
Cross-Repo Analysis
Org Dashboards
PRICING

Simple.
Transparent.

Choose the plan that fits your contribution analysis needs. Start free, upgrade anytime.

Free

Perfect for getting started

$0forever
2 per day
  • 2 impact analysis per day
  • Basic PR metrics
  • Review behavior insights
  • Activity patterns
  • Contributor ranking
  • 60+ metrics dashboard
Get Started Free
Most Popular
PRO

Pro

For serious contributors

$5per month
10 per day
  • 10 impact analysis per day
  • All Free features included
  • AI-powered insights
  • Advanced PR flow metrics
  • Merge efficiency analysis
  • Team collaboration graphs
  • Export reports
  • Priority support
Coming Soon

All plans include GitHub API integration • No credit card required for Free plan

READY_TO_START?

Visualize your
Codebase ImpactCodebase Impact

Start analyzing your GitHub contributions today. Get deep insights into your PR flow, review patterns, and collaboration metrics. No credit card required.

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GitHub API integration