Sample
int-3db64d3686b5-I08
Select one of ten high-readability unrelated code templates per class
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 1 | 0–1; higher is more readable |
| Scalabrino | 0.83 | 0–1; higher is more readable |
| Dorn | 0.9 | 0–1; higher is more readable |
| Mi | 0.759 | 0–1; higher is more readable |
| LLOC | 2 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 20 | 0–20; mean of three runs |
| BTTF | 0.78 | 0–1; higher is more readable |
Views
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Source linesThe number of non-empty source lines. | 27 | +10.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.721 | −7.081 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 118.593 | −3.914 |
Intercept 8.87 + feature contributions = 8.675 (log-odds).
Score = sigmoid(8.675) = 1.
| Score | 0.83 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.021 | +0.738 |
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 16 | +0.47 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 75.893 | +0.451 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 76 | +0.422 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 12 | −0.322 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 26.87 | −0.034 |
Intercept 0.07 + feature contributions = 2.192 (log-odds).
Score = sigmoid(2.192) = 0.9.
| Score | 0.759 |
|---|
| Score | 2 |
|---|
Run 1
This code is highly readable. The structure is logical, with a clear package declaration, imports, and a single interface definition. There is no nesting, making the code flat and easy to scan. The intent is unambiguous: the interface defines a contract for Spring test context bootstrapping. The code is concise, containing only two method declarations with proper Javadoc. Each method has a single, clear purpose per line, and reading flows naturally from the interface Javadoc to the method signatures. The only minor deductions are for the absence of explicit braces and the use of generic wildcards, which could slightly reduce clarity for novice readers, but overall this is exemplary code.
Run 2
The code is a cleanly structured Java interface with clear intent. Each method has a single purpose, is documented with Javadoc, and returns a non-null contract. There is no nesting or unnecessary length, and the reading flow is natural. It is highly readable and maintainable.
Run 3
The code is highly readable due to its clean structure, shallow nesting, and clear intent. It defines a simple interface with two well-documented methods, each returning a single object. Javadoc comments succinctly explain purpose and non-null guarantees. Action granularity is good—only one operation per method. The overall flow is natural and easy to follow, with no extraneous code or complexity.
Run 1
Code Structure: A clearly organized interface with two related accessor methods. Nesting: No nested control flow or unnecessary structural complexity. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc explaining purpose and non-null return contracts. Code length: Minimal declarations with relevant documentation and no redundant implementation. Action granularity: Each method declaration occupies its own line and expresses a single responsibility. Reading flow: Natural progression from package declaration to interface documentation and individual method contracts, with consistent formatting and spacing.
Run 2
Code Structure: A focused interface logically groups two related accessors. Nesting: No nested control flow or unnecessary structural depth. Clarity of intent: Descriptive interface and method names, supported by precise Javadoc, clearly communicate purpose and non-null return contracts. Code length: Minimal declarations with proportionate documentation and no redundant implementation. Action granularity: Each method declaration occupies its own line and represents a single responsibility. Reading flow: Package declaration, interface documentation, and consistently documented methods follow a natural, conventional Java layout.
Run 3
Code Structure: A logically organized interface containing two related accessor methods. Nesting: No nested logic; the structure is flat and easy to scan. Clarity of intent: Descriptive interface and method names, supported by Javadoc explaining purpose and non-null return contracts. Code length: Concise, with documentation proportionate to the public API. Action granularity: Each method declaration occupies its own line, with no combined operations. Reading flow: Natural progression from package declaration to interface documentation and individual method contracts.