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mlsql VS OddsRelay

Compare mlsql VS OddsRelay and see what are their differences

mlsql

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

Rating
0 reviews
Alternatives Is it good?
OddsRelay

Odds data from 140+ bookmakers, 60+ of them live in the UK & Ireland. Raw prices, or back prices matched to exchange lays. Free plan, no card.

Rating
0 reviews
Pricing
Paid Free trial £19 / Monthly (Starter)
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, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
2 vs 0
Web App popularity
100% vs 0%
alternatives listed
1 vs 6

Base details

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

mlsql
OddsRelay
Website github.com oddsrelay.io
Pricing —
Paid Free trial £19 / Monthly (Starter) Official pricing
Platforms —
Web
Company — Startup from the United Kingdom · 2026
Listed in
Education LMS Online Learning Web App +1
APIs Sports Sports Betting Developer APIs +1

About mlsql and OddsRelay

In their own words, as submitted to SaaSHub.

mlsql
OddsRelay

No description of mlsql yet.

OddsRelay is an odds-data API for businesses. It serves odds from 140+ bookmakers, 60+ of them live in the UK & Ireland through one keyed REST API, as two co-equal products: each bookmaker's raw prices, and matched feeds where every bookmaker back price is already paired with the best lay...

Read more about OddsRelay

Features and specs

What each product offers, as listed by its team.

mlsql 0 features
OddsRelay 8 features

No features have been listed yet.

  • Raw prices
    From every bookmaker and exchange, event by event, with deep links to each venue's event page
  • Matched feeds
    Every back price beside the best lay on Betfair, Smarkets, Matchbook and BETDAQ, with the liquidity available
  • Six feed types
    Standard, Each-way, Extra place, Best odds guaranteed (BOG), Dutching, 2Up
  • bet365 included
    In every plan, Free included
  • REST API
    One keyed REST API, JSON, a public OpenAPI contract and a Postman collection
  • Incremental reads
    Return only what changed since your last call
  • Free price quote
    A free quote on any call before it is charged
  • Timestamps
    A timestamp on every response

Analysis

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

mlsql
OddsRelay

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 OddsRelay yet.

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
OddsRelay
100% 100%
Web App
0% 0%
0% 0%
Sports Betting
100% 100%
100% 100%
LMS
0% 0%
0% 0%
Sports
100% 100%

User comments

Share your experience with using mlsql and OddsRelay. 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
OddsRelay 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 OddsRelay since Oct 2026.

Alternatives to mlsql and OddsRelay

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