Logic Gym

A Gym for
Coding Logic.

Logic Gym is a library of 10,036+ validated coding practice problems — Java, Python, and C++, from first loops to contest-grade challenges. Every problem is solution-verified and auto-graded, so you can drop a deep bench of practice into any course.

Three languages. Five levels. Enough validated supply to fuel spaced practice, remediation, and challenge work all year — without hunting for new problems.

10,036+
Validated practice problems
3
Languages — Java, Python, C++
5
Levels — Beginner to Competitive
Every problem solution-verified

A Deep Well of Practice, On Tap

Not another scraped worksheet dump. A curated, validated, auto-graded supply of problems that plugs straight into the course you already teach.

Validated, Not Scraped

Every problem carries a reference solution, and its tests are checked against known-good answers. Curated from respected programming-education and code-generation research datasets and original 2Sigma School content — then de-duplicated and topic-classified.

Auto-Graded Out of the Box

Each problem ships with validated unit tests for instant pass/fail, plus Rubriq quality feedback. Zero hand-grading, zero answer-key wrangling.

Drops Into Any Course

Add Logic Gym alongside your existing textbook with the multi-curriculum classroom — mix and match languages and levels, with granular control over what each class sees.

Assign Directly or Adaptively

Hand-pick a set, or let assignment routines cluster students by mastery and auto-select level-matched problems for each group.

The Logic Gym

Fifteen Practice Books. One Training Plan.

Three languages × five levels — problem books, not textbooks. Filter to exactly the practice your class needs, or browse the whole shelf.

Language
Level
LOGIC GYM Java Beginner 01 / 05 417 problems
Java
Beginner
LOGIC GYM Java Fundamentals 02 / 05 348 problems
Java
Fundamentals
LOGIC GYM Java Data Structures 03 / 05 854 problems
Java
Data Structures
LOGIC GYM Java Algorithms 04 / 05 573 problems
Java
Algorithms
LOGIC GYM Java Competitive 05 / 05 75 problems
Java
Competitive Programming
LOGIC GYM Python Beginner 01 / 05 1,338 problems
Python
Beginner
LOGIC GYM Python Fundamentals 02 / 05 814 problems
Python
Fundamentals
LOGIC GYM Python Data Structures 03 / 05 882 problems
Python
Data Structures
LOGIC GYM Python Algorithms 04 / 05 596 problems
Python
Algorithms
LOGIC GYM Python Competitive 05 / 05 82 problems
Python
Competitive Programming
LOGIC GYM C++ Beginner 01 / 05 1,516 problems
C++
Beginner
LOGIC GYM C++ Fundamentals 02 / 05 832 problems
C++
Fundamentals
LOGIC GYM C++ Data Structures 03 / 05 964 problems
C++
Data Structures
LOGIC GYM C++ Algorithms 04 / 05 650 problems
C++
Algorithms
LOGIC GYM C++ Competitive 05 / 05 95 problems
C++
Competitive Programming
More languages
on the way

Every book ships with Alps. Add any set to your class in a click, then assign it directly or mix it into your curriculum.

From Library to Lesson in Three Moves

Logic Gym is built to feed the workflows you already run on Alps.

1

Add the Sets You Want

Pick languages and levels and add them next to your existing textbook with the multi-curriculum classroom — keep them hidden until you assign, with granular per-class visibility.

2

Assign Directly or Let AI Do It

Hand-pick problems for a unit, or fire an assignment routine — warm-up, practice, spiral review, remediation — that clusters students and targets each group.

Watch Mastery Build

Auto-grading and BloomIQ analytics turn every attempt into a signal — so the next assignment lands exactly where each student needs it.

The Ladder

Five Levels. Every Language.

The same proven progression in Java, Python, and C++ — so a student can climb from first loops to contest problems without ever leaving the gym.

LEVEL 01
Beginner
First steps — syntax, input/output, and control flow.
Input & outputArithmeticConditionalsLoopsStringsArrays
LEVEL 02
Fundamentals
Core programming — strings, arrays, and a first taste of algorithms.
Control flowNumbersStringsArraysBasic algorithmsCollections
LEVEL 03
Data Structures
The classic structures every CS course is built on.
SortingHashingLinked listsStacks & queuesTreesHeaps
LEVEL 04
Algorithms
The algorithmic toolkit — graphs, dynamic programming, and greedy methods.
Graph traversalDynamic programmingGreedyTreesHeaps
LEVEL 05
Competitive Programming
Contest-style problems that stretch your strongest students.
SimulationMathematicsGraphsRecursionDynamic programming
Quality You Can Assign With Confidence

Practice You Don't Have to Vet

Most "free problem sets" are a copy-paste gamble — no solutions, no tests, no idea if the answer key is even right. Logic Gym is the opposite.

  • Every problem has a reference solution
  • Tests validated against known-good answers before a problem ships
  • Curated from respected programming-education and code-generation research datasets, plus original 2Sigma School content
  • De-duplicated and topic-classified so sets map cleanly to your units
  • Openly-licensed and original material only — cleared for classroom use
Per-problem quality gate
Reference solution present
Unit tests pass on the solution
Tagged to a topic & level
License cleared for classroom use
How It Compares

More Than a Pile of Worksheets

Feature Logic Gym Typical Problem Sets
Solution-verified with validated tests
Auto-graded in the browser
Organized by language and level ~
Adaptive assignment by mastery
Mixes into your existing curriculum ~
Thousands of problems from one source

Give Your Students a Place to Train

Start free, add the Logic Gym sets your class needs, and let auto-grading and adaptive routines do the heavy lifting.