
The directory
Every tool in the directory
236 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 25–48 of 236



BigQuery
Google Cloud's serverless analytical warehouse, billed either by bytes scanned per query or by reserved compute slots.
Free- Web
- API
3 alternatives · 5 questions answered

BigQuery ML
Machine learning in BigQuery using SQL
Free- Web
4 alternatives · 2 questions answered

Billo
Custom video ads made by real creators
From $59 one-off- Web
- iOS
- Android
4 alternatives · 2 questions answered

Black Forest Labs
Frontier AI lab behind the FLUX family of image, video, and audio generation models
From $0.17/mo- Web
- API
2 alternatives · 5 questions answered

Blurb
Visual storytelling through print-on-demand books and wall art
From $3.99/unitPublishing4 alternatives · 3 questions answered

Bold Metrics
AI body data for apparel sizing
Pricing not published- Web
- API
4 alternatives · 3 questions answered

Bold Penguin
Business insurance marketplace for brokers
Free- Web
- iOS
- Android
4 alternatives · 3 questions answered

Bolt Solutions
Commercial insurance distribution platform
Pricing not published- Web
- API
4 alternatives · 1 question answered

Boomi
The world's leading cloud integration platform
Free plan, then $99/mo- Web
- Self-hosted
4 alternatives · 3 questions answered

Braintree
PayPal's payment gateway and processor for cards, PayPal, Venmo and digital wallets
Pricing not publishedE-Commerce4 alternatives · 5 questions answered

Brown Paper Tickets
The fair-trade ticketing company
Free- Web
- iOS
- Android
4 alternatives · 3 questions answered

Browserbase
Browserbase makes the web as reliable and programmable as APIs
Free plan, then $20/moAutomation Integration4 alternatives · 3 questions answered

Business Wire
Global news distribution and regulatory disclosure
Pricing not published- Web
4 alternatives · 2 questions answered

CAE Flight Training
World leader in professional flight training
Pricing not publishedAviation4 alternatives · 3 questions answered

Carvana
The new way to buy and sell cars
Pricing not published- Web
- iOS
- Android
4 alternatives · 1 limitation documented

Caviar
Premium restaurant delivery service
From $20/order- Web
- iOS
- Android
3 alternatives · 2 questions answered

Census
The reverse ETL infrastructure for data activation
Free- Web
- API
4 alternatives · 3 questions answered

Chargebee
Subscription billing & revenue management
Free- Web
- API
4 alternatives · 3 questions answered

Charles Schwab
Investing made simple
Pricing not published- Web
- iOS
- Android
4 alternatives · 2 limitations documented

Chroma
Apache 2.0 vector and full-text search engine that runs as an embedded library, a single server or a distributed cloud service.
FreeDatabases4 alternatives · 5 questions answered

CJ Affiliate
Global affiliate marketing platform by Publicis
Pricing not published- Web
3 alternatives · 3 questions answered

ClickBank
Digital product affiliate marketplace
Free- Web
4 alternatives · 3 questions answered
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.
- AI21 Labs vs Anthropic API
- Aiven vs Amazon Aurora
- Alibaba Cloud vs DigitalOcean
- Alibaba Cloud vs AWS (Amazon Web Services)
- Amazon Aurora vs PlanetScale
- Amazon Lex vs Google Dialogflow
- Amazon RDS vs Google Cloud SQL
- Amazon Aurora vs Amazon RDS
- Amazon Redshift vs BigQuery
- Amazon Redshift vs Firebolt
- Anyscale vs Fireworks AI
- Anyscale vs DeepInfra
Browse another way
Every category, and the cuts people ask for
All 57 categories
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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. A vendor can buy a place in the results on the home page, on a category listing or on the catalogue, and where they do the result carries a Sponsored label. Everything not carrying that label is ordered on the same criteria as everything else, and a paid place never changes where an unpaid one lands: the editorial order flows around it. 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.
