Know your coding rhythm
A personal developer performance dashboard that tracks productivity, cost, and model efficiency across every AI coding session. All data stays on your machine.
Open the dashboard
Ctrl+Shift+P -> MR Multi Model AI Coder: Open Analytics Dashboard — or click the chart icon in the MR Multi Model AI Coder sidebar.
Everything you want to know about your AI coding
Eight panels that give you a complete picture of how you work with AI.
Productivity Score
A composite 0-100 score with five weighted components: Consistency (20%), Acceptance (25%), Reliability (25%), Efficiency (15%), and Depth (15%). Tracks your trajectory over time.
12 KPI Cards
Total prompts, sessions, current/longest streak, success rate, acceptance rate, time saved, total cost, cost per accepted, projected monthly, active days, avg response time. Each with period-over-period delta arrows.
Cost Intelligence
Track spending per provider and model. See cost-per-session, cost-per-accepted-tool, and monthly burn rate. Compare efficiency across Claude, Qwen, and others.
Model Ranking
Side-by-side comparison of every model you use. Ranked by speed, cost, tool accuracy, and conversation quality — powered by your real usage data.
Streak Tracking
Current and longest coding streaks. Daily activity goals with a GitHub-style contribution heatmap. Gamified motivation that actually works.
Activity Heatmap
7x24 grid (day of week by hour) showing coding intensity with opacity-scaled cells. Hover any cell to see session count, tokens used, and tools invoked.
Provider Breakdown
Donut charts showing session distribution across providers. See which models you lean on and how your preferences shift over time.
Session Timeline
Detailed log of every session — time, duration, messages, tools, model. Click any data point on Usage Trends to drill down into that day's sessions with full details.
Advanced analytics
Power features that go beyond basic metrics.
Goal Setting & Tracking
Set personal targets for acceptance rate, daily prompts, max cost per day, and max response time. When active, a Goal Status Bar with colour-coded chips appears, and KPI cards get coloured borders showing progress. Set any goal to 0 to disable.
Timeline Annotations
Mark important events like deployments or refactors directly on timeline charts. Annotations are stored in your local SQLite database and persist across sessions.
Calibrated Time Saved
The Time Saved KPI defaults to 5 minutes per accepted suggestion. Adjust it from 1 to 60 minutes via mrMultiCoder.analytics.minutesPerTask to match your workflow.
Drill-Down Sessions
Click any data point on Usage Trends to see every session for that date — time, duration, messages, tools used, model, and cost. Full detail without leaving the dashboard.
Context Compaction Tracking
Tracks total compactions, sessions with compaction, and daily frequency. Understand how often your conversations hit context limits and how the extension handles it.
CSV & JSON Export
Export all raw events as CSV or structured JSON via header buttons. Both formats respect your current filters — date range, project, provider, and model.
Design principles
Built with privacy and developer experience at the core.
100% Local
All analytics data is stored in a local SQLite database on your machine. Nothing is sent to any server — ever. Your coding patterns are private.
Multi-Provider
Works with every provider MR Multi Model AI Coder supports — Claude, Qwen, Kilo Code, OpenRouter, Ollama, and more. Unified metrics regardless of which AI you're using.
Period Comparison
Every metric shows a delta vs. the previous period. Switch between 7-day, 30-day, and 90-day windows to spot trends and regressions.
Real-Time Updates
The dashboard updates as you code. No refresh needed — token counts, costs, and session data stream in as the AI responds.
A glance at the dashboard
87
/100
+5
Productivity
142
this month
+18%
Sessions
74%
rate
+6%
Acceptance
$12.40
this month
-8%
Cost
11.8h
this month
+22%
Time Saved
14
days
+3
Streak
Start tracking your coding rhythm
The analytics dashboard is included free with every MR Multi Model AI Coder installation. No account required for local analytics.