Firefly III vs PocketSmith

as AI assistants see them, week of 2026-10-12

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Firefly III edges out PocketSmith in this matchup, with an overall score of 6 versus 4 out of 100. Firefly III shows up in 9 of 75 answers, PocketSmith in 7 of 75. Firefly III sweeps both open-source/self-hosted budgeting questions and Actual Budget alternative questions at 3 of 3 answers each. PocketSmith's strongest showing is also 3 of 3, for budgeting apps that work outside the US. Head-to-head, Firefly III is named more often on 4 questions, PocketSmith on 3, with 18 ties. Neither gets a mention for subscription cancellation, mobile experience, Copilot Money alternatives, paid-worthiness, or automatic bank tracking.

Head to head

metric	Firefly III	PocketSmith
score	6	4
questions won	5	5

By assistant

Firefly III

assistant	score	named in, this week	usual spot, this week
ChatGPT	4	5% of answers	#2.0
Claude	9	10% of answers	#3.0
Gemini	not sampled this week
Perplexity	6	5% of answers	#3.0

PocketSmith

assistant	score	named in, this week	usual spot, this week
ChatGPT	4	5% of answers	#4.0
Claude	6	10% of answers	#2.5
Gemini	not sampled this week
Perplexity	2	5% of answers	#2.0

Where they differ

Only Firefly III gets named for

What's the best open-source or self-hosted budgeting app?
What's the best budgeting app for privacy that doesn't sell my data?
What are the best alternatives to Monarch Money?

Only PocketSmith gets named for

What's the best budgeting app that works outside the US?
What's the best budgeting app that works with a spreadsheet?
What are the best alternatives to Quicken Simplifi?

More comparisons

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full Budgeting apps leaderboard