Software Alternatives, Accelerators & Startups

Stonk Journal VS s3-lambda

Compare Stonk Journal VS s3-lambda and see what are their differences

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Stonk Journal logo Stonk Journal

Free trading journal with an AI coach that reviews your trades and helps you improve.

s3-lambda logo s3-lambda

Lambda functions over S3 objects: each, map, reduce, filter
  • Stonk Journal
    Image date //
    2026-06-10
  • Stonk Journal
    Image date //
    2026-06-10

Stonk Journal turns your trade history into evidence you can actually act on. Log trades manually or import them by CSV or Excel, then see exactly where your edge comes from: win rate, profit factor, expectancy, R-multiple, average win and loss, hold time, equity curve, drawdown, and 30+ more metrics. A daily P&L heatmap shows your performance day by day with drill-down into every trade.

Set your own risk rules (max risk per trade, position size, daily loss limits, required fields) and get flagged in real time when a trade breaks one, so you can measure what your discipline is actually costing or earning you. Track paper, live, prop, and futures accounts separately, or view them aggregated. Filter your whole history by symbol, status, market, direction, tags, P&L range, date, and rule compliance in a single query. Multi-leg option spreads are detected automatically.

On Pro, the AI Coach reads only your journal to surface costly behavioral leaks like revenge sizing, overconfidence, and the disposition effect, and answers natural-language questions about your own trades. You can also generate shareable performance cards for X, Reddit, LinkedIn, and more.

No ads, no data sold, not financial advice. Established 2021, with over 10 million trades logged.

Key Features

  • 30+ performance metrics — win rate, profit factor, expectancy, R-multiple, drawdown, equity curve
  • Daily P&L calendar heatmap with trade-level drill-down
  • Custom risk rules with real-time compliance flagging
  • AI Coach & AI chat over your own trade history (Pro)
  • Multi-account tracking (paper, live, prop, futures) plus an aggregated dashboard (Pro)
  • Universal filtering across symbol, market, tags, P&L, date, and compliance
  • Multi-leg options support with automatic spread detection
  • CSV & Excel import (Pro)
  • Shareable performance cards
  • Installable PWA with offline support
  • Stocks, options, futures, forex, and crypto
  • s3-lambda Landing page
    Landing page //
    2022-11-04

Stonk Journal features and specs

  • User-Friendly Interface
    Stonk Journal offers a clean and intuitive design making it easy for users to navigate and find information on stocks and markets.
  • Comprehensive Analytics
    Provides detailed analytics and insights into market trends that help users make informed investment decisions.
  • Timely Updates
    Delivers real-time updates and notifications on stock performance and market news, ensuring users are always informed.
  • Community Interaction
    Includes a community feature for discussions and sharing insights with other users, fostering a collaborative environment.
  • Customizable Watchlists
    Allows users to create and customize watchlists to track their stocks of interest easily.

s3-lambda features and specs

  • Batch processing of S3 objects
    s3-lambda provides a straightforward way to perform batch operations on large numbers of S3 objects, enabling map, filter, and reduce-style processing over entire S3 buckets or prefixes without writing boilerplate code.
  • Familiar functional API
    The library uses a functional programming paradigm with operations like map, filter, and reduce, making it intuitive for JavaScript developers to process S3 objects using patterns they already know.
  • Built-in concurrency control
    s3-lambda handles parallel processing of S3 objects with configurable concurrency, allowing users to control how many operations run simultaneously and avoid overwhelming AWS resources or hitting rate limits.
  • Context-aware operations
    The library provides a context object within each operation that includes useful metadata about the current object being processed, simplifying access to S3 object properties during transformations.
  • Easy integration with Lambda
    Designed to work seamlessly within AWS Lambda functions, making it straightforward to set up event-driven, serverless pipelines for processing large volumes of S3 data without managing infrastructure.

Possible disadvantages of s3-lambda

  • Unmaintained project
    The repository appears to be no longer actively maintained, with limited recent commits and unresolved issues, which raises concerns about long-term reliability, security patches, and compatibility with newer AWS SDK versions.
  • Limited documentation
    The project's documentation is relatively sparse, lacking comprehensive examples, edge case handling guidance, and detailed API references, which can make it challenging for new users to adopt effectively.
  • AWS SDK version dependency
    The library depends on an older version of the AWS SDK for JavaScript, which may conflict with projects using the newer AWS SDK v3 and could miss out on performance improvements and features in updated SDKs.
  • Limited error handling flexibility
    The built-in error handling mechanisms are relatively basic, and handling partial failures or implementing sophisticated retry logic for individual object operations requires additional custom code from the developer.
  • Narrow scope of functionality
    The library is tightly focused on S3 object processing and does not integrate with other AWS services or provide utilities beyond basic map/filter/reduce operations, limiting its usefulness in more complex data pipeline scenarios.

Analysis of s3-lambda

Overall verdict

  • s3-lambda is a useful Node.js library for performing operations like map, reduce, and filter directly on S3 objects using Lambda, making it good for developers who need efficient, serverless-based batch processing of S3 data without managing infrastructure. It is well suited for smaller to medium projects but may not be actively maintained for enterprise-scale needs.

Why this product is good

  • Simplifies common S3 batch operations (map, filter, reduce) with a clean, functional API
  • Leverages AWS Lambda for scalable, serverless parallel processing of S3 objects
  • Reduces boilerplate code for iterating over and transforming large numbers of S3 objects
  • Open-source and free to use, allowing customization for specific workflows
  • Integrates well with existing AWS infrastructure and Node.js applications

Recommended for

  • Developers building serverless data pipelines on AWS
  • Teams needing to process or transform large sets of S3 objects without provisioning servers
  • Node.js developers looking for a functional programming approach to S3 operations
  • Projects with batch processing needs that fit within Lambda's execution limits
  • Prototyping or small-to-medium scale ETL tasks involving S3 data

Category Popularity

0-100% (relative to Stonk Journal and s3-lambda)
Trading
100 100%
0% 0
Relational Databases
0 0%
100% 100
Finance
100 100%
0% 0
Database Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Stonk Journal and s3-lambda.

What makes your product unique?

Stonk Journal's answer

User experience: providing a user-friendly interface and experience that caters to both beginners and experienced investors.

Why should a person choose your product over its competitors?

Stonk Journal's answer

Just try it. You don't need to buy it. 😀

User comments

Share your experience with using Stonk Journal and s3-lambda. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Stonk Journal seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Stonk Journal mentions (2)

  • May was a good month!
    I'm using StonkJournal. It's a separate app from my broker (TDA). Source: over 3 years ago
  • Trading Journal
    I built a journal stonkjournal.com... No import yet but I'm working on it. Check it out let me know what you think. It's free but if you really wan to pay for.. There is a way. :). Source: over 3 years ago

s3-lambda mentions (0)

We have not tracked any mentions of s3-lambda yet. Tracking of s3-lambda recommendations started around Mar 2021.

What are some alternatives?

When comparing Stonk Journal and s3-lambda, you can also consider the following products

TraderSync - Biometric trading journal to trade without emotion

TradesViz - An online trade logging platform that does it all! Logging, charting, sharing, trade management, risk analysis and many more! The best trading journal to find and visualize your trading edge.

Trademetria - Trading journal for traders and investors.

Traders Journal App - Turn trades into insights. Insights into Profit.

TradeLens - AI trading journal that coaches you to profitable.

UltraTrader - The #1 Automated Trading Journal For Serious Traders Trusted by 100k+ traders worldwide to sharpen their strategy.