Software Alternatives & Startups
Register | Login

Approximated VS mlsql

Compare Approximated VS mlsql and see what are their differences

Approximated

Reliably automate custom domains at scale with SSL for SAAS, marketplaces, platform, and web apps

Rating
0 reviews
Pricing
Paid Free trial $20 / Monthly ($20 minimum, 20 cents per custom domain, volume discounts)
Alternatives Is it good?
mlsql

Infer SQL queries from plain-text questions and table headers.

Rating
0 reviews
Alternatives Is it good?
warmup.rocks
warmup.rocks keeps your CDN cache warm in every edge location worldwide: Cloudflare, Fastly, Akamai, CloudFront and more. Warming from 42 countries, hit-ratio analytics. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Approximated should be more popular than mlsql. It has been mentioned 3 times since March 2021.

social mentions
3 vs 2
Developer Tools popularity
100% vs 0%
alternatives listed
19 vs 1

Base details

Website, pricing, platforms and company facts side by side.

Approximated
mlsql
Website approximated.app github.com
Pricing
Paid Free trial $20 / Monthly ($20 minimum, 20 cents per custom domain, volume discounts) Official pricing
—
Company 2021 —
Listed in
SSL Certificates DevOps Tools IaaS API +1
Education LMS Online Learning Web App +1

About Approximated and mlsql

In their own words, as submitted to SaaSHub.

Approximated
mlsql

Easy to setup, simple to automate Approximated treats convenience and simplicity as a first class citizen, going the extra mile to make every step as easy as possible to integrate. How it works Approximated creates a dedicated cluster just for you, with edge servers in regions all over the world....

Read more about Approximated

No description of mlsql yet.

Features and specs

What each product offers, as listed by its team.

Approximated 7 features
mlsql 0 features
  • Dedicated clusters
  • Dedicated IPv4 per cluster
  • Globally distributed cluster nodes for low latency
  • Automatic SSL certificate provisioning/renewal
  • Automatic monitoring
  • Unlimited custom domains
  • Unlimited target hosts/servers/origins

No features have been listed yet.

Analysis

An editorial look at what each product does well and who it suits.

Approximated
mlsql

No analysis of Approximated yet.

Overall verdict

  • MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.

Why this product is good

  • It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
  • Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
  • Open-source and actively developed, allowing customization and community-driven improvements.
  • Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
  • Reduces the need to context-switch between separate ETL, analytics, and ML tools.

Recommended for

  • Data engineers and data scientists who prefer SQL-centric workflows
  • Teams working with big data on Apache Spark
  • Organizations wanting to unify ETL and machine learning pipelines
  • Companies seeking an open-source alternative to fragmented ML tooling
  • Analysts looking to build ML models without deep programming expertise

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Approximated
mlsql
100% 100%
Developer Tools
0% 0%
0% 0%
LMS
100% 100%
100% 100%
Domains
0% 0%
0% 0%
Web App
100% 100%

Questions & Answers

As answered by people managing Approximated and mlsql.

What makes your product unique?

Approximated's answer

Approximated makes it extremely easy to add a custom domains feature to any web app, SAAS, marketplace, or platform.

Often, companies can be integrated and live within a few days or less. It's very cost effective, making use of economies of scale and expertise to offer a complete solution at a tiny fraction of the cost to build the same features in house.

Why should a person choose your product over its competitors?

Approximated's answer

Approximated is both easier to integrate, and more cost effective than competitors.

It offers all of the features you care about without building in the cost of those that you don't:

  • Hours or days to integrate, instead of weeks or months
  • You can start small, at a very low price
  • You can scale up to any size without any extra steps
  • You get automatic volume discounts as you scale up, instead of being forced into various enterprise agreements
  • Talk to real developers on staff instead of sales people, if you want
  • Your cluster is dedicated only to you, instead of shared with everyone else like competitors

How would you describe the primary audience of your product?

Approximated's answer

Startups, Scale-ups, dev teams, and devops teams who want to get a custom domains feature launched this week, with rock solid reliability and genuine developer support.

User comments

Share your experience with using Approximated and mlsql. For example, how are they different and which one is better?

Log in or Post with

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Approximated 3 mentions
mlsql 2 mentions
  • Ask HN: What Are You Working On? (March 2026)
    Https://approximated.app It makes connecting user domains to your app easy and reliable at any scale. Each Approximated user gets the own globally distributed, managed cluster of servers with its own dedicated IPv4 address. Includes... - Source: Hacker News / 8 months ago
  • Ask HN: What are you working on (September 2024)?
    Https://approximated.app - reliably automating custom domains and their SSL certs at scale. For SaaS, marketplaces, platforms, outbound services, etc. Who have a lot of customers that want to connect their own domains. Currently working... - Source: Hacker News / about 2 years ago
  • How to support user custom domains with Next.js
    It's why we built Approximated - so that you don't have to. And at a price you can afford, starting at $20/month instead of thousands. - Source: dev.to / over 2 years ago
  • Download the files from Docker Container and locally edit them
    I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
  • Clone and edit Docker Projects hosted on Github
    I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago

Alternatives to Approximated and mlsql

When comparing Approximated and mlsql, you can also consider the following products.

Loading...