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Dollar-Pull-Request Index · Community Average
$4.65
↓ 1.5% this week
↓ 5.1% this month
Demo user (you)
Community avg
Community DPR (avg)
$4.65
↓ 1.5% this week
Developers tracked
9,284
across 6 agents
PRs with cost data
58,940
merged this month
Avg abandoned cost
12.4%
sessions with no PR
Demo viewApply for access to see your real DPR trend vs. the community.
This Week in Agent Economics · Mar 1, 2026

Community DPR dropped to $4.65 — Claude Code and Aider lead efficiency gains

The community Dollar-Pull-Request Ratio fell 1.5% this week, continuing a 9-week downtrend as developers get better at prompt engineering and task scoping. Aider improved the most (-12.4% DPR over the period), while Devin remains the most expensive per merged PR at $8.94. Abandoned session cost — spend on agent work that never becomes a PR — fell to 12.4%, down from 15.4% at index launch.

How it works

Three steps. No SDK. No wrapper. No CLI.

STEP 01
Set one env variable
Point Claude Code's native OpenTelemetry export to uniteconomics.ai. No SDK, no wrapper, no CLI — one line in your shell config.
export OTEL_EXPORTER_OTLP_ENDPOINT="https://otel.uniteconomics.ai"
STEP 02
Connect your GitHub
Install the GitHub App on any repo. It watches for PR events and captures merge metadata — branch name, lines changed, review cycles.
STEP 03
See your DPR
Your agent sessions are correlated to merged PRs by branch name. Your Dollar-Pull-Request Ratio is computed automatically and updated weekly.

Developer Leaderboard

Ranked by lowest DPR this month.

#DeveloperAgentDPRSpendTokensPRsTrend
🥇@px_weiAider$0.84$39.52.1M47↓18.2%
🥈@noelreyes_devClaude Code$1.02$62.23.4M61↓21.4%
🥉@k_shimizuAider$1.18$44.82.4M38↓14.7%
4@ellabyrneClaude Code$1.31$72.13.9M55↓9.3%
5@tkowalskiCursor$1.47$42.62.3M29↓11.8%
6@marta_gClaude Code$1.53$110.26.1M72↓7.6%
7@dev_ohashiAider$1.61$53.12.9M33↓16.1%
8@rdsilvaCursor$1.74$76.64.2M44↓5.2%
9@siyuan_xClaude Code$1.82$105.65.8M58↓12.9%
10@florian_hCursor$1.91$49.72.7M26↓3.8%
11@yuki_ndAider$2.03$83.24.6M41↓8.5%
12@priyam_kClaude Code$2.11$132.97.3M63↓6.2%
13@tom_a_devCursor$2.19$81.04.5M37↓4.1%
14@naomi_fpClaude Code$2.28$111.76.2M49↓9.7%
15@bkoonceAider$2.34$51.52.8M22↓13.3%
16@jm_ruizClaude Code$2.41$163.99.1M68↓5.8%
17@linh_tvCursor$2.49$77.24.3M31↓2.9%
18@ester_vmClaude Code$2.57$133.67.4M52↓7.4%
19@devmax99Aider$2.63$50.02.7M19↓10.2%
20@caitlin_wrClaude Code$2.71$119.26.6M44↓4.6%
21@jakub_pzCursor$2.78$97.35.4M35↓6%
22@omar_sgClaude Code$2.84$161.99.0M57↓3.2%
23@fhansen_devAider$2.92$81.84.5M28↓8.8%
24@vivek_rClaude Code$3.01$138.57.7M46↓5.1%
25@ania_dmCursor$3.08$101.65.6M33↓2.4%
26@seb_flClaude Code$3.14$191.510.6M61↓4.3%
27@hira_qmAider$3.21$54.63.0M17↓7.9%
28@luke_avCursor$3.27$130.87.2M40↓1.8%
29@devnadiaClaude Code$3.33$176.59.8M53↓3.7%
30@pierre_ltCursor$3.39$84.84.7M25↓2.1%
31@amaya_koClaude Code$3.45$165.69.2M48↓5.5%
32@tobias_whAider$3.51$73.74.1M21↓6.3%
33@chloe_nmClaude Code$3.56$210.011.7M59↓2.8%
34@reza_fmCursor$3.62$130.37.2M36↓1.5%
35@soren_pkClaude Code$3.68$158.28.8M43↓3.9%
36@ines_caAider$3.74$56.13.1M15↓5.7%
37@mikael_brCursor$3.79$113.76.3M30↓0.9%
38@jasmine_dlClaude Code$3.85$211.811.8M55↓2.3%
39@alex_wpClaude Code$3.90$257.414.3M66↓4.1%
40@dmitri_vnCursor$3.96$106.95.9M27↓1.2%
41@yara_hsClaude Code$4.02$201.011.2M50↓3.4%
42@ben_ctCursor$4.08$138.77.7M34↓0.6%
43@soph_mlAider$4.13$49.62.7M12↓4.8%
44@raf_egClaude Code$4.19$196.911.0M47↓2%
45@ingrid_kbCursor$4.25$97.85.4M23↓1.4%
46@devmarcoClaude Code$4.31$267.214.8M62↓3.1%
47@noa_ypAider$4.36$78.54.4M18↓2.7%
48@calum_osCursor$4.42$137.07.6M31↓0.3%
49@dev_lenkaClaude Code$4.48$259.814.4M58↓1.9%
50@piotr_wsCursor$4.53$126.87.0M28↓0.8%
51@amara_jdClaude Code$4.59$188.210.5M41↓2.5%
52@tiago_brAider$4.64$65.03.6M14↓3.6%
53@dev_kiraCursor$4.70$164.59.1M35↑1.2%
54@laurens_vdClaude Code$4.75$251.814.0M53↓1%
55@devlarisGitHub Copilot$4.81$211.611.8M44↓0.5%
56@alex_chenClaude Code$4.87$311.717.3M64↓1.7%
57@maja_skCursor$4.92$108.26.0M22↑0.4%
58@devfernandoClaude Code$4.98$244.013.6M49↓2.2%
59@ben_jqGitHub Copilot$5.04$186.510.4M37↓1.3%
60@roisin_mmCursor$5.09$96.75.4M19↑0.9%
61@devenzoClaude Code$5.15$288.416.0M56↓0.7%
62@yoshi_nmAider$5.21$57.33.2M11↓3%
63@freya_hlGitHub Copilot$5.26$173.69.7M33↓0.2%
64@devmaksCursor$5.32$138.37.7M26↑1.5%
65@lena_fvClaude Code$5.38$322.817.9M60↓1.1%
66@dev_hugoGitHub Copilot$5.44$223.012.4M41↑0.2%
67@rakan_shCursor$5.49$98.85.5M18↑0.7%
68@devtanyaClaude Code$5.55$288.616.0M52↓0.9%
69@oisin_cdGitHub Copilot$5.61$162.79.0M29↑1.1%
70@dev_miraCursor$5.67$130.47.2M23↑1.8%
71@stavros_pClaude Code$5.72$268.814.9M47↓0.5%
72@dev_nadiaGitHub Copilot$5.78$208.111.6M36↑0.6%
73@lukas_mtCursor$5.84$87.64.9M15↑2.1%
74@devpitaClaude Code$5.89$341.619.0M58↓0.3%
75@aurora_svGitHub Copilot$5.95$184.510.2M31↑0.9%
76@devchrisCursor$6.01$120.26.7M20↑2.4%
77@imani_jlClaude Code$6.07$261.014.5M43↓0.1%
78@bjorn_lsGitHub Copilot$6.12$165.29.2M27↑1.3%
79@dev_hanaCursor$6.18$98.95.5M16↑2.7%
80@devkaranClaude Code$6.24$343.219.1M55↑0.2%
81@ilse_vrGitHub Copilot$6.30$245.713.6M39↑1.6%
82@devtobiasCursor$6.35$133.47.4M21↑3%
83@riya_msClaude Code$6.41$307.717.1M48↑0.4%
84@dev_leonGitHub Copilot$6.47$155.38.6M24↑1.9%
85@dev_oonaCursor$6.53$84.94.7M13↑3.4%
86@samir_bhClaude Code$6.58$335.618.6M51↑0.7%
87@dev_nilsGitHub Copilot$6.64$212.511.8M32↑2.2%
88@orla_mcCursor$6.70$120.66.7M18↑3.8%
89@devmariamClaude Code$6.76$310.917.3M46↑0.9%
90@dev_elioGitHub Copilot$6.81$170.39.5M25↑2.5%
91@devmcalliCursor$6.87$96.25.3M14↑4.1%
92@kiri_tpClaude Code$6.93$367.320.4M53↑1.1%
93@dev_ilyaGitHub Copilot$6.99$195.710.9M28↑2.8%
94@dev_adaezeCursor$7.04$77.44.3M11↑4.5%
95@devantonClaude Code$7.10$284.015.8M40↑1.4%
96@dev_sigridGitHub Copilot$7.16$157.58.7M22↑3.1%
97@devheliaCursor$7.21$64.93.6M9↑4.9%
98@yaw_oaClaude Code$7.27$319.917.8M44↑1.7%
99@dev_lilaGitHub Copilot$7.33$139.37.7M19↑3.5%
100@devvalentinCursor$7.38$59.03.3M8↑5.2%
Public leaderboard shows developers who opted in to share their DPR. Apply for access →

DPR by Coding Agent

Claude Code
↓8.2%
$3.92
per merged PR
2,841 devs18,420 PRs tracked
Cursor
↓3.1%
$4.38
per merged PR
5,120 devs34,100 PRs tracked
GitHub Copilot
↓1.4%
$5.11
per merged PR
8,930 devs67,200 PRs tracked
Aider
↓12.4%
$3.21
per merged PR
1,240 devs8,730 PRs tracked
Cline
↑2.3%
$4.71
per merged PR
980 devs6,140 PRs tracked
Devin
↓5.6%
$8.94
per merged PR
340 devs1,820 PRs tracked
Lower DPR = more efficient. Trend shows 9-week change. All data anonymized and aggregated.

DPR Index — Weekly History

DateAvg DPRΔ WeekΔ MonthDevelopersPRsTotal SpendAbandoned
Mar 1, 2026$4.65↓1.5%↓7.1%9,28458,940$274K12.4%
Feb 22, 2026$4.72↓0.8%↓5.8%9,10156,200$265K12.8%
Feb 15, 2026$4.78↓1.2%↓4.6%8,87453,800$257K13.1%
Feb 8, 2026$4.85↓1%↓3.5%8,61251,200$248K13.5%
Feb 1, 2026$4.90↑0.4%↓2.5%8,39049,100$241K13.8%
Jan 25, 2026$4.98↓1.4%↓1.1%8,14046,800$233K14.2%
Jan 18, 2026$5.05↓1%—7,91044,600$225K14.6%
Jan 11, 2026$5.10↓1.9%—7,68042,300$216K15%
Jan 6, 2026$5.20——7,40040,100$208K15.4%
For DPR, lower is better. "Δ Week/Month" in green = improvement (DPR decreased).
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