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mlsql VS EZStock

Compare mlsql VS EZStock and see what are their differences

mlsql

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

Rating
0 reviews
Alternatives Is it good?
EZStock

Inventory management and purchase orders for Shopify — a Stocky replacement with barcode scanning, demand forecasting, and auto inventory sync.

Rating
0 reviews
Pricing
Freemium Free trial $19 / Monthly (Starter)
Alternatives Is it good?
OriginDrop
Source premium K-Beauty products, automate your Shopify workflow, and scale your dropshipping business globally. 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, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
2 vs 0
Online Learning popularity
100% vs 0%
alternatives listed
1 vs 2

Base details

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

mlsql
EZStock
Website github.com extensionsmarket.com
Pricing —
Freemium Free trial $19 / Monthly (Starter) Official pricing
Platforms —
Shopify
Company — Startup from the United States · 1 - 9 employees · 2026
Listed in
Education LMS Online Learning Web App +1
Inventory Management Or eCommerce Tools eCommerce Shopify Apps Inventory Management +1

About mlsql and EZStock

In their own words, as submitted to SaaSHub.

mlsql
EZStock

No description of mlsql yet.

EZStock is inventory management and purchase orders for Shopify, built as a direct replacement for Stocky. Shopify tracks how much stock you have. EZStock adds the part it leaves out: knowing when to reorder, what to order, and getting the purchase order to your supplier. Demand forecasting....

Read more about EZStock

Features and specs

What each product offers, as listed by its team.

mlsql 0 features
EZStock 5 features

No features have been listed yet.

  • Low-stock email alerts
    Get low stock email alerts with a CSV of exactly what to reorder
  • CSV purchase-order import
    Import purchase order lines from a CSV instead of adding them by hand
  • Demand forecasting
    Forecast demand and see days of stock left before you run out
  • Barcode stocktakes
    Scan barcodes to count stock and run stocktakes on phone or scanner
  • Supplier import
    Import suppliers, lead times, and product costs — not just purchase orders

Analysis

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

mlsql
EZStock

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

No analysis of EZStock yet.

Videos

Walkthroughs and reviews on video.

mlsql 0 videos + Add
EZStock 1 video + Add

No mlsql videos yet. You could help us improve this page by suggesting one.

EZStock — Shopify Inventory Management, Purchase Orders & Demand Forecasting (Full Demo)

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
mlsql
EZStock
100% 100%
Online Learning
0% 0%
0% 0%
eCommerce
100% 100%
100% 100%
Web App
0% 0%
0% 0%
Inventory Management
100% 100%

Questions & Answers

As answered by people managing mlsql and EZStock.

Who are some of the biggest customers of your product?

EZStock's answer:

I don't have consent to name customers publicly, but EZStock is in production use by Shopify stores managing several thousand SKUs and variants.

What makes your product unique?

EZStock's answer:

EZStock is built as a direct replacement for Shopify's Stocky, which is being discontinued. It ships a built-in importer that reads Stocky's own supplier and purchase-order exports, so you migrate in minutes instead of rebuilding by hand. Beyond that, it does the three things most inventory apps make you choose between: demand forecasting with days-of-stock-left, full purchase orders you can email to suppliers, and barcode stocktakes from a phone, all in one app at a small-business price.

What's the story behind your product?

EZStock's answer:

I build Shopify apps as a solo developer. EZStock started when Shopify announced Stocky was going away and merchants had no clear replacement that did forecasting, purchase orders, and stocktakes together without jumping to enterprise pricing. I built the Stocky importer first so people could actually move over, then grew it from there based on what real merchants asked for. One paying merchant with several thousand variants shaped a lot of the roadmap.

Why should a person choose your product over its competitors?

EZStock's answer:

Most Shopify inventory apps are either enterprise-priced or only do one piece of the job. EZStock covers forecasting, purchase orders, supplier management, and barcode counts together, starts free, and imports directly from Stocky so switching is painless. It syncs to Shopify as the single source of truth, so receiving a purchase order updates your live inventory automatically. If you want the Stocky workflow without the enterprise bill, that is the fit.

How would you describe the primary audience of your product?

EZStock's answer:

Small and mid-size Shopify merchants who have outgrown Shopify's built-in inventory tracking, especially stores coming off Stocky. Typically stores with real SKU counts and suppliers to reorder from, where stockouts and manual purchase orders have started costing time. Not enterprise warehouses, and not brand-new stores with a handful of products.

Which are the primary technologies used for building your product?

EZStock's answer:

Remix, Node.js, PostgreSQL with Prisma, and Shopify's App framework, including Theme App Extensions and Shopify Functions. Hosted on Railway. The app uses Shopify's Admin GraphQL API as the source of truth for inventory.

User comments

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

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Social recommendations and mentions

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

mlsql 2 mentions
EZStock 0 mentions
  • 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

Tracking EZStock since Aug 2026.

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