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Friday, December 26, 2025

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Tool Comparison

ApeWisdom vs Firefly III comparison

Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.

Quick takeaways

ApeWisdom adds Stock Ideas, Market Sentiment, Reddit, and Data APIs coverage that Firefly III skips.

Firefly III includes Portfolio, Webhooks, and Other categories that ApeWisdom omits.

In depth comparison

ApeWisdom

apewisdom.io

Social sentiment tracker for ticker mentions across selected Reddit communities and 4chan /biz. Public web UI and documented public API; no public pricing/plan page found during review (2025-12-26).

Platforms

WebAPI

Pricing

Free

Quick highlights

Trending leaderboards for Reddit tickers (past 24h) showing mentions, 30-day trend, and upvotes; includes subreddit-specific leaderboards.
Separate views for Stocks, Cryptos, and an aggregated "All" list; includes a 4chan /biz leaderboard marked as BETA.
Per-ticker pages show last-24h summary metrics (mentions, upvotes, mentioning users), an overall sentiment %, subreddit-specific sentiment (e.g., WSB), and "nearby keywords".
Methodology: scans tracked subreddits twice an hour; detects tickers via uppercase or $-prefix; counts multiple mentions in a single post/comment once; only shows tickers listed on "Infinite Marketcap".
Public API v1.0: list tickers by mentions via filter endpoints (all, all-stocks, all-crypto, specific subreddits, 4chan) with pagination (100 results/page). API docs show direct HTTPS calls with no API key/auth in examples.

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Firefly III

firefly-iii.org

An open-source, self-hosted personal finance manager licensed under AGPLv3. Offers full double-entry bookkeeping, REST APIs, and optional event webhooks. Exchange-rate conversion is available from v6.2 onward as an opt-in feature. Bank connections are handled separately through the Firefly Data Importer app.

Platforms

WebAPI

Pricing

Free

Quick highlights

Self-hosted open-source personal finance manager (AGPLv3 license).
Supports double-entry bookkeeping with budgets, categories, tags, and detailed reporting.
Comprehensive REST API (JSON) with OAuth2 and Personal Access Tokens, plus a full OpenAPI specification.
Event webhooks for transaction create/update/delete, enabled through environment configuration.
Separate Data Importer tool supports CSV and CAMT.053, with optional bank integrations via Salt Edge, GoCardless, and SimpleFIN.

Community votes (overall)

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Where they differ

ApeWisdom

Distinct strengths include:

Stock Ideas Market Sentiment Reddit Data APIs

Trending leaderboards for Reddit tickers (past 24h) showing mentions, 30-day trend, and upvotes; includes subreddit-specific leaderboards.
Separate views for Stocks, Cryptos, and an aggregated "All" list; includes a 4chan /biz leaderboard marked as BETA.
Per-ticker pages show last-24h summary metrics (mentions, upvotes, mentioning users), an overall sentiment %, subreddit-specific sentiment (e.g., WSB), and "nearby keywords".
Methodology: scans tracked subreddits twice an hour; detects tickers via uppercase or $-prefix; counts multiple mentions in a single post/comment once; only shows tickers listed on "Infinite Marketcap".

Firefly III

Distinct strengths include:

Portfolio Webhooks Other

Self-hosted open-source personal finance manager (AGPLv3 license).
Supports double-entry bookkeeping with budgets, categories, tags, and detailed reporting.
Comprehensive REST API (JSON) with OAuth2 and Personal Access Tokens, plus a full OpenAPI specification.
Event webhooks for transaction create/update/delete, enabled through environment configuration.

Feature-by-feature breakdown

Attribute	ApeWisdom	Firefly III
Categories Which research workflows each platform targets	Shared: APIs & SDKs Unique: Stock Ideas, Market Sentiment, Reddit, Data APIs	Shared: APIs & SDKs Unique: Portfolio, Webhooks, Other
Asset types Supported asset classes and universes	Stocks, ETFs, Cryptos	Other
Experience levels Who each product is built for	Beginner, Intermediate	Beginner, Intermediate, Advanced
Platforms Where you can access the product	Web, API	Web, API
Pricing High-level pricing models	Free	Free
Key features Core capabilities called out by each vendor	Unique Trending leaderboards for Reddit tickers (past 24h) showing mentions, 30-day trend, and upvotes; includes subreddit-specific leaderboards. Separate views for Stocks, Cryptos, and an aggregated "All" list; includes a 4chan /biz leaderboard marked as BETA. Per-ticker pages show last-24h summary metrics (mentions, upvotes, mentioning users), an overall sentiment %, subreddit-specific sentiment (e.g., WSB), and "nearby keywords". Methodology: scans tracked subreddits twice an hour; detects tickers via uppercase or $-prefix; counts multiple mentions in a single post/comment once; only shows tickers listed on "Infinite Marketcap". Public API v1.0: list tickers by mentions via filter endpoints (all, all-stocks, all-crypto, specific subreddits, 4chan) with pagination (100 results/page). API docs show direct HTTPS calls with no API key/auth in examples.	Unique Self-hosted open-source personal finance manager (AGPLv3 license). Supports double-entry bookkeeping with budgets, categories, tags, and detailed reporting. Comprehensive REST API (JSON) with OAuth2 and Personal Access Tokens, plus a full OpenAPI specification. Event webhooks for transaction create/update/delete, enabled through environment configuration. Separate Data Importer tool supports CSV and CAMT.053, with optional bank integrations via Salt Edge, GoCardless, and SimpleFIN. CSV export available for accounts, budgets, categories, tags, recurring transactions, subscriptions, piggy banks, rules, and more.
Tested Verified by hands-on testing inside Find My Moat	Not yet	Not yet
Editor pick Featured inside curated shortlists	Standard listing	Standard listing

Frequently Asked Questions

Which workflows do ApeWisdom and Firefly III both support?

Both platforms cover APIs & SDKs workflows, so you can research those use cases in either tool before digging into the feature differences below.

Do ApeWisdom and Firefly III require subscriptions?

Both ApeWisdom and Firefly III keep freemium access with optional paid upgrades, so you can trial each platform before committing.

How can you access ApeWisdom and Firefly III?

Both ApeWisdom and Firefly III prioritize web or desktop access. Investors wanting a mobile-first workflow may need to rely on responsive web views.

What unique strengths set the two platforms apart?

ApeWisdom differentiates itself with Trending leaderboards for Reddit tickers (past 24h) showing mentions, 30-day trend, and upvotes; includes subreddit-specific leaderboards., Separate views for Stocks, Cryptos, and an aggregated "All" list; includes a 4chan /biz leaderboard marked as BETA., and Per-ticker pages show last-24h summary metrics (mentions, upvotes, mentioning users), an overall sentiment %, subreddit-specific sentiment (e.g., WSB), and "nearby keywords"., whereas Firefly III stands out for Self-hosted open-source personal finance manager (AGPLv3 license)., Supports double-entry bookkeeping with budgets, categories, tags, and detailed reporting., and Comprehensive REST API (JSON) with OAuth2 and Personal Access Tokens, plus a full OpenAPI specification..

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