Story points this month
550
Across 15 contributors
Monthly spend
$82.8k
Forecast next month: $87.2k
Productivity gain
+6%
Bugs −-40%
Budget usage
81.7%
+5.3% MoM
Story points vs token spend
Above the line = efficient. Below = burning tokens for too few story points.
Mar 2025
High efficiency
Average efficiency
Low efficiency
Total token usage over time
Sum of tokens consumed by all developers, per month
Developer ranking
Ordered by story points delivered this month
iEfficiency is shown as SP / 1M tokens — story points delivered for every 1 million tokens consumed this month. Higher = more output per token spent.
🥇
Zoe Laurent62 SP
High ROI456.7M tokens · 0.14 SP per 1M tokens
🥈
Fatima Muller52 SP
Average user688.9M tokens · 0.08 SP per 1M tokens
🥉
Adrien Ivanova46 SP
Overspender1.4B tokens · 0.03 SP per 1M tokens
4
Chloe Leroy46 SP
Overspender1.2B tokens · 0.04 SP per 1M tokens
5
Remy Dupuis45 SP
Efficient user564.6M tokens · 0.08 SP per 1M tokens
6
Alix Mbaye42 SP
Average user720.7M tokens · 0.06 SP per 1M tokens
7
Leila Park42 SP
Average user662.8M tokens · 0.06 SP per 1M tokens
8
Victor Durand40 SP
Average user702.9M tokens · 0.06 SP per 1M tokens
9
Nina Traore34 SP
Average user760.0M tokens · 0.04 SP per 1M tokens
10
Alexandre Diallo33 SP
Average user557.6M tokens · 0.06 SP per 1M tokens
11
Clara Chevalier31 SP
Overspender1.2B tokens · 0.03 SP per 1M tokens
12
Lucas Renard28 SP
Low adoption550.7M tokens · 0.05 SP per 1M tokens
13
Quentin Morin19 SP
Low adoption172.4M tokens · 0.11 SP per 1M tokens
14
Julien Bourgeois16 SP
Quality risk597.1M tokens · 0.03 SP per 1M tokens
15
Simon Martin14 SP
Low adoption107.2M tokens · 0.13 SP per 1M tokens