VOL. XCIV, NO. 247

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Friday, December 26, 2025

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Tool Comparison

ApeWisdom vs Portfolio123 comparison

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

Quick takeaways

ApeWisdom adds Market Sentiment, and Reddit coverage that Portfolio123 skips.

Portfolio123 includes Screeners, Data Visualizations, Quant, Portfolio, Watchlist, Backtesting, Correlation, Financials, GDP, Interest Rates, Unemployment Rates, Consumer Sentiment, Housing & Construction, Broker Connectors, Education, Blogs, and Videos 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.

Community votes (overall)

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Portfolio123

portfolio123.com

Editor’s pick Hands-on review

Rules‑based quant research and portfolio‑management platform. Free Manage module covers multi‑account tracking, watchlists, and broker connectivity, while paid Research/DataMiner/API tiers unlock multifactor ranking, screening, long history backtests, AI Factor, and programmatic access. API & DataMiner use an API‑credit system with monthly caps that depend on your membership; the 21‑day paid Research trial excludes API/DataMiner and runs on a limited history slice.

Platforms

WebAPIDesktop

Pricing

FreeSubscription

Quick highlights

Web‑based quant research terminal for building multifactor ranking systems, stock/ETF screens, and complete rules‑based strategies with no programming, powered by point‑in‑time FactSet data and marketed as free of survivorship and look‑ahead bias.
Supports realistic simulations and backtests over roughly 20 years of history for US, Canadian, and European equities, with custom universes, separate buy/sell rules, position sizing, hedging, and “Book of Strategies” to combine and analyze correlated systems.
Stock & ETF coverage uses fundamentals, estimates, corporate actions, plus industry/sector classification, with “over 15,000 current US, Canadian, and European stocks” and many more historical issues.
AI Factor lets users train machine‑learning factors and plug them into ranking systems and strategies alongside traditional factors, with supporting API endpoints.
Manage module (free) provides portfolio/account tracking with real‑time quotes, multi‑account strategy tracking, stock timelines, integrated research views, and re‑imagined watchlists that chart watchlist performance vs benchmarks.

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Where they differ

ApeWisdom

Distinct strengths include:

Market Sentiment Reddit

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".

Portfolio123

Distinct strengths include:

Screeners Data Visualizations Quant Portfolio Watchlist Backtesting Correlation Financials

Web‑based quant research terminal for building multifactor ranking systems, stock/ETF screens, and complete rules‑based strategies with no programming, powered by point‑in‑time FactSet data and marketed as free of survivorship and look‑ahead bias.
Supports realistic simulations and backtests over roughly 20 years of history for US, Canadian, and European equities, with custom universes, separate buy/sell rules, position sizing, hedging, and “Book of Strategies” to combine and analyze correlated systems.
Stock & ETF coverage uses fundamentals, estimates, corporate actions, plus industry/sector classification, with “over 15,000 current US, Canadian, and European stocks” and many more historical issues.
AI Factor lets users train machine‑learning factors and plug them into ranking systems and strategies alongside traditional factors, with supporting API endpoints.

Feature-by-feature breakdown

Attribute	ApeWisdom	Portfolio123
Categories Which research workflows each platform targets	Shared: Stock Ideas, Data APIs, APIs & SDKs Unique: Market Sentiment, Reddit	Shared: Stock Ideas, Data APIs, APIs & SDKs Unique: Screeners, Data Visualizations, Quant, Portfolio, Watchlist, Backtesting, Correlation, Financials, GDP, Interest Rates, Unemployment Rates, Consumer Sentiment, Housing & Construction, Broker Connectors, Education, Blogs, Videos
Asset types Supported asset classes and universes	Stocks, ETFs, Cryptos	Stocks, ETFs, Closed-End Funds
Experience levels Who each product is built for	Beginner, Intermediate	Beginner, Intermediate, Advanced
Platforms Where you can access the product	Web, API	Web, API, Desktop
Pricing High-level pricing models	Free	Free, Subscription
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 Web‑based quant research terminal for building multifactor ranking systems, stock/ETF screens, and complete rules‑based strategies with no programming, powered by point‑in‑time FactSet data and marketed as free of survivorship and look‑ahead bias. Supports realistic simulations and backtests over roughly 20 years of history for US, Canadian, and European equities, with custom universes, separate buy/sell rules, position sizing, hedging, and “Book of Strategies” to combine and analyze correlated systems. Stock & ETF coverage uses fundamentals, estimates, corporate actions, plus industry/sector classification, with “over 15,000 current US, Canadian, and European stocks” and many more historical issues. AI Factor lets users train machine‑learning factors and plug them into ranking systems and strategies alongside traditional factors, with supporting API endpoints. Manage module (free) provides portfolio/account tracking with real‑time quotes, multi‑account strategy tracking, stock timelines, integrated research views, and re‑imagined watchlists that chart watchlist performance vs benchmarks. Broker connectivity enables sending orders from Portfolio123 to linked brokerage accounts (e.g., Interactive Brokers, Tradier), syncing holdings and fills automatically while keeping assets at your existing broker.
Tested Verified by hands-on testing inside Find My Moat	Not yet	Yes
Editor pick Featured inside curated shortlists	Standard listing	Highlighted

Frequently Asked Questions

Which workflows do ApeWisdom and Portfolio123 both support?

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

Do ApeWisdom and Portfolio123 require subscriptions?

Both ApeWisdom and Portfolio123 keep freemium access with optional paid upgrades, so you can trial each platform before committing.

How can you access ApeWisdom and Portfolio123?

Both ApeWisdom and Portfolio123 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 Portfolio123 stands out for Web‑based quant research terminal for building multifactor ranking systems, stock/ETF screens, and complete rules‑based strategies with no programming, powered by point‑in‑time FactSet data and marketed as free of survivorship and look‑ahead bias., Supports realistic simulations and backtests over roughly 20 years of history for US, Canadian, and European equities, with custom universes, separate buy/sell rules, position sizing, hedging, and “Book of Strategies” to combine and analyze correlated systems., and Stock & ETF coverage uses fundamentals, estimates, corporate actions, plus industry/sector classification, with “over 15,000 current US, Canadian, and European stocks” and many more historical issues..

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