Penny winSelf-reported run (local Penny Compare)Oct 10, 2026
About the same, I like dark mode look
Claude Code 2.1.296claude-sonnet-5-5Native Penny
Cost−$0.508
−62%
Penny 62% cheaper
Native$0.812Penny$0.305
Tokens−1.00M
−77%
Penny 77% fewer tokens
Native1.30MPenny294.5k
Model calls−10
−48%
Penny 48% fewer calls
Native21Penny11
Session replayProvided with explicit permission of session creator
Claude Code
› In city-311-2/ there is requests.csv, a messy year of city 311 service requests, and README.md describes every column and its known problems. Using only Node built-ins for processing (no installs): write a cleaning script that parses the CSV properly, normalizes dates, categories, neighborhoods, statuses and durations, drops exact duplicates, and sets aside impossible durations; print what it removed or fixed and why. Then answer the README's questions and build a report as separate files: city-311-2/report/index.html, city-311-2/report/data.json with the cleaned aggregates, and city-311-2/report/report.mjs that fetches data.json and draws the charts (a chart library from an https CDN is fine). Lead the report with your three most important findings, state the cleaning decisions in a short methods note, and keep report/index.html working when opened from its folder with relative paths only.
NATIVEclaude-sonnet-5-5
read
1.20M
write
60.5k
out
32.7k
cost
$0.812
PENNYclaude-sonnet-5-5
read
245.2k
write
31.2k
out
17.7k
cost
$0.305
Native
city-311-2/report/index.html
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Penny
city-311-2/report/index.html
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Session Details
Native
Penny
Model
claude-sonnet-5-5
claude-sonnet-5-5
Model calls
21
11
Cache read
1.20M
245.2k
Cache write
60.5k
31.2k
Fresh input
1.5k
391
Output
32.7k
17.7k
Total tokens
1.30M
294.5k
Background calls
claude-haiku-5-5 ×1
claude-haiku-5-5 ×1
Cost
$0.812
$0.305
Costs are API-equivalent estimates at Standard prices, including the main conversation, subagents and background calls such as titles and the auto-mode reviewer.