The directory
Every tool in the directory
134 products matching your filters. Each one described on the same fields, so two tools can be read against each other rather than against their own marketing.
Showing 1–24 of 134
7-Zip
Productivity
Free and open-source file archiver with high compression and strong encryption
- Windows
- Linux
- macOS
FreeResearched
Apache Druid
Database Data Management
Real-time analytics database for sub-second OLAP queries
- Self-hosted
- API
FreeResearched- A
Apache Hadoop
Technology
Open-source software for reliable, scalable, distributed computing
FreeResearched 
Apache Pinot
Database Data Management
Real-time distributed OLAP datastore for analytics
- Linux
- Self-hosted
FreeResearched- A
Apache Spark
Technology
A multi-language engine for data engineering, data science, and machine learning
FreeResearched 
Apache Spark MLlib
Machine Learning Data Science
Scalable machine learning on Apache Spark
- Linux
- macOS
- Windows
FreeResearched
Apache Superset
Spreadsheet Data
Modern data exploration and visualization platform
- Web
- Self-hosted
FreeResearched
ArchivesSpace
Library Archives
Open source archives information management application
- Linux
- macOS
- Windows
FreeResearched- A
Argo CD
Development Tools
A declarative, GitOps continuous delivery tool for Kubernetes
FreeResearched 
Astro
WEB Development
Web framework for content-driven sites shipping minimal JavaScript by default
- Web
- API
FreeResearched
Audacity
Music Audio Apps
Free and open-source multi-track audio editor and recorder
- Windows
- macOS
- Linux
FreeResearched
Bruno
API Management
Open-source IDE for API exploration with git-friendly collections
- Windows
- macOS
- Linux
FreeResearched
Bun
Software Development
JavaScript runtime, bundler, test runner and package manager unified in single toolchain
- macOS
- Windows
- Linux
- Android
FreeResearched
CesiumJS
Maps Navigation
Open-source JavaScript library for creating 3D globes and 2D maps with support
- Web
FreeResearched
Head to head
Compared side by side
Pairings from this slice of the directory, each one checked by two reviewers who agreed a buyer would weigh the two against each other.
Browse another way
Every category, and the cuts people ask for
All 40 categories
- API Management18
- LOG Management11
- IOT Smart Home10
- WEB Development10
- Machine Learning Data Science9
- Technology8
- Library Archives7
- Cloud Infrastructure6
- Database Data Management6
- Development Tools4
- 3D CAD3
- E Commerce Retail3
- Network Connectivity3
- Spreadsheet Data3
- Church Religious2
- ERP Business Operations2
- Game Development2
- Live Chat Chatbots2
- Open Source2
- Personal Finance2
- Security Cybersecurity2
- AR VR Metaverse1
- Automation Integration1
- Backup Disaster Recovery1
- Blogging1
- Cloud Computing1
- Data Science1
- Enterprise Software1
- File Storage Backup1
- Influencer Marketing1
- Inventory Management1
- Maps Navigation1
- Music Audio Apps1
- NO Code LOW Code1
- Print Publishing1
- Productivity1
- Software Development1
- Systems Programming1
- Testing QA1
- Writing Documentation1
By what it costs
How this works
What you are looking at
Where does this data come from?
Pricing, platforms and feature lists are taken from each vendor's own pages. Limitations, answered questions and alternatives are researched separately and carry a source URL on the page that states them. Every product is described on the same fields, so two tools can be read against each other rather than against their own marketing.
Why are there no star ratings?
Because we did not collect any. Softwr hosts no reviews, and a rating aggregated from somewhere else is not ours to publish as though it were an assessment we made. What is shown instead is what a tool costs, where it runs, and what it is concretely bad at.
How are alternatives chosen?
A researcher proposes them, then two independent reviewers judge one question each: would a buyer evaluating this product seriously consider that one instead. 225 of 1,841 candidates failed and were deleted, including a font inspector matched to a dark mode extension. Only pairings that survived both rounds are published.
Do vendors pay to appear here?
Not to be listed, and not to rank. Every position and filter result on this page is unpaid. A vendor can buy the sponsored panel above the results, which is labelled as such and sits outside the list rather than at the top of it: remove it and this page shows the same products in the same order. Where a link earns a commission that is disclosed on the page carrying it.
How current is it?
Prices and plan limits move without notice, so treat anything with a number on it as a starting point and check the vendor before you buy. Where a claim could go stale it carries the source it came from, which is the fastest way to tell.
Other ways to narrow it down
- Browse by categoryEvery category, and what sits in each one.
- Head to headTwo tools on the same fields, with a straight answer.
- Best ofA shortlist per category, and why each one made it.
- AlternativesWhat people move to, and what they give up doing it.
- Pricing, in fullWhat each tier actually costs, tier by tier.
Something missing here?
Anyone can submit a tool. A person reads every submission, checks the pricing against the vendor’s own page, and nothing is published until it passes.








