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Portfolio Backtest VS s3-lambda

Compare Portfolio Backtest VS s3-lambda and see what are their differences

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Portfolio Backtest logo Portfolio Backtest

Create portfolio backtests quickly and easily by describing them in plain English. Our AI will find the relevant Stocks or ETFs and create the backtest for you.

s3-lambda logo s3-lambda

Lambda functions over S3 objects: each, map, reduce, filter
  • Portfolio Backtest Write you backtest in natural language
    Write you backtest in natural language //
    2025-06-04
  • Portfolio Backtest Return Summary
    Return Summary //
    2025-06-04
  • Portfolio Backtest Portfolio Value
    Portfolio Value //
    2025-06-04
  • Portfolio Backtest Portfolio Drawdowns
    Portfolio Drawdowns //
    2025-06-04
  • Portfolio Backtest Annual Returns
    Annual Returns //
    2025-06-04

I built Portfolio Backtest because I wanted an easy way to backtest hypothetical portfolios.

Alternatives required you to fill out long complicated forms to construct the backtest but I wanted something where you could just describe what you wanted in plain english.

Once created I wanted it to be able to track CAGR, portfolio value over, returns by year, drawdowns and a range of other metrics.

  • s3-lambda Landing page
    Landing page //
    2022-11-04

Portfolio Backtest

$ Details
freemium
Release Date
2025 June
Startup details
Country
Australia
State
NSW
City
Mortdale
Founder(s)
Rhys Diab
Employees
1 - 9

Portfolio Backtest features and specs

  • Easy Portfolio Backtesting
    Portfolio Backtest provides a straightforward interface for testing historical performance of investment portfolios, making it accessible to both beginner and intermediate investors who want to evaluate asset allocation strategies.
  • Multiple Asset Support
    The platform supports backtesting across a variety of asset classes including stocks, ETFs, and mutual funds, allowing users to construct diversified portfolios and analyze their historical behavior.
  • Visual Performance Charts
    The tool provides clear visual charts and graphs showing portfolio growth, drawdowns, and other performance metrics over time, making it easy to compare different allocation strategies at a glance.
  • Free to Use
    Portfolio Backtest offers free access to its core backtesting features, which lowers the barrier to entry for individual investors who want to test strategies without committing to expensive subscription-based tools.
  • Portfolio Comparison
    Users can compare multiple portfolio configurations side by side, enabling them to evaluate the impact of different asset allocations and rebalancing strategies on risk-adjusted returns.

Possible disadvantages of Portfolio Backtest

  • Limited Historical Data
    The platform may have limited historical data depth compared to more premium backtesting tools, which can restrict the ability to test strategies over very long time horizons or during specific market events.
  • Basic Analytics
    Compared to professional-grade tools like Portfolio Visualizer or QuantConnect, the analytics and risk metrics available on Portfolio Backtest can be relatively basic, lacking advanced measures such as factor exposure analysis or Monte Carlo simulations.
  • Limited Customization Options
    The tool may not offer extensive customization for rebalancing frequencies, tax-loss harvesting simulations, or custom benchmarks, which limits its usefulness for more sophisticated portfolio strategies.
  • Smaller User Community
    Portfolio Backtest has a smaller user base and community compared to more established platforms, meaning there are fewer tutorials, forums, and shared strategies available for new users seeking guidance.
  • Survivorship Bias Risk
    Like many free backtesting tools, Portfolio Backtest may be subject to survivorship bias in its asset database, as delisted or failed securities might not be included, potentially leading to overly optimistic backtest results.

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 Portfolio Backtest

Overall verdict

  • Portfolio Backtest is a solid tool for investors who want to validate investment strategies using historical data before committing real capital, offering a practical way to assess risk and returns.

Why this product is good

  • Allows users to test investment strategies against historical market data to evaluate potential performance
  • Helps identify risk exposure and drawdown potential before investing real money
  • Provides data-driven insights that can improve decision-making and reduce emotional investing
  • Often includes portfolio comparison features to benchmark strategies against indices or other allocations
  • Accessible interface that doesn't require advanced coding or statistical expertise

Recommended for

  • DIY retail investors testing asset allocation strategies
  • Financial planners validating client portfolio recommendations
  • Quantitative hobbyists experimenting with factor-based or rules-based strategies
  • Long-term investors wanting to stress-test portfolios against historical downturns
  • Users comparing passive vs active investment approaches before committing funds

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

Portfolio Backtest videos

Create Portfolio Backtest With Plain Language

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Category Popularity

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Finance
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Database Tools
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Investing
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Relational Databases
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What are some alternatives?

When comparing Portfolio Backtest and s3-lambda, you can also consider the following products

Portfolio Visualizer - An index investor's dream come true

Honest Backtest Engine - A backtester built to catch strategies that only work on paper

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ETFreplay.com - backtest ETFportfolio with B&H strategy

GreeksLab - Backtest 0DTE SPX Options Strategies - no coding required

Investing.com - Investing.com is a financial markets platform (website & android/iOS app) providing real-time data, quotes, charts, financial tools, breaking news and analysis across 250 exchanges around the world in 44 language editions.