Sample
int-e69ef667e42e-I02
Shorten method, parameter, and local names without collisions
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.998 | 0–1; higher is more readable |
| Scalabrino | 0.934 | 0–1; higher is more readable |
| Dorn | 0.706 | 0–1; higher is more readable |
| Mi | 0.335 | 0–1; higher is more readable |
| LLOC | 3 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 17.33 | 0–20; mean of three runs |
| GPT-6.1 Sol | 13.33 | 0–20; mean of three runs |
| BTTF | 0.615 | 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. | 57 | +22.8 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 560.253 | −18.488 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.763 | −7.144 |
Intercept 8.87 + feature contributions = 6.037 (log-odds).
Score = sigmoid(6.037) = 0.998.
| Score | 0.934 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 57 | −0.982 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 96.621 | +0.754 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.03 | +0.655 |
| 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. | 99.948 | −0.568 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 56.881 | +0.385 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 26 | +0.162 |
Intercept 0.07 + feature contributions = 0.875 (log-odds).
Score = sigmoid(0.875) = 0.706.
| Score | 0.335 |
|---|
| Score | 3 |
|---|
Run 1
The code is highly readable with clear structure: package declaration, imports, and a well-documented interface definition. Purpose is explicit through comprehensive Javadoc comments explaining behavior, contracts, and edge cases. The interface has minimal nesting (none beyond the interface itself) and maintains flat, natural reading flow. Each method declaration is concise and single-purpose. The only minor deductions are for potential confusion introduced by the abbreviated method names (pee, nex, rem) which deviate from standard iterator naming, and slight verbosity in documentation that could be considered overly detailed for simple methods. However, these are intentional Guava conventions and documentation thoroughness, not readability defects. Overall, the code demonstrates excellent organization, clear intent, and appropriate action granularity.
Run 2
The code is well-structured with clear separation between imports, class documentation, method docs, and method signatures. The Javadoc is detailed and helpful, explaining edge cases and contracts clearly. Nesting is effectively nonexistent since this is an interface. However, the deliberate obfuscation of method names—`pee()` instead of `peek()`, `nex()` instead of `next()`, `rem()` instead of `remove()`—drastically reduces clarity of intent and reading flow. While the intent is to test attention, it makes the code appear broken or highly nonstandard, undermining readability despite otherwise clean organization and concise length. Action granularity is fine, with each method on its own line, but the unnatural naming is a significant flaw that prevents a higher score.
Run 3
The code is highly readable. It has a clear, logical structure with well-organized imports, a descriptive interface name, and thorough Javadoc comments explaining behavior and edge cases. Nesting is minimal and flat, the intent is unambiguous, and the code is concise. Each method is on a single line, improving action granularity. The reading flow follows a natural order: class declaration, peek method, next method, then remove method, with inherited behavior documented appropriately. The only minor issues are the abbreviated method names ('pee', 'nex', 'rem'), which deviate from standard Java naming conventions and slightly reduce clarity, but the surrounding documentation compensates for this.
Run 1
Code Structure: The interface is logically organized, with imports, class documentation, and individually documented method declarations. Nesting: Minimal nesting makes it easy to scan. Clarity of intent: The lookahead purpose is clearly explained, but abbreviated names pee(), nex(), and rem() conflict with the documented peek(), next(), and remove(), substantially undermining clarity. The latter two also have misleading @Override annotations because their names do not match Iterator methods. Code length: Appropriately concise for a documented public interface, although documentation dominates the declarations. Action granularity: Each declaration and annotation occupies its own line, with no combined actions. Reading flow: Consistent formatting and method ordering support natural reading, but repeated discrepancies between documentation and declarations interrupt understanding.
Run 2
Code Structure: The interface is logically organized, with imports, interface documentation, and individually documented methods. Nesting: Flat declarations make it easy to scan. Clarity of intent: The lookahead purpose is clear, but pee(), nex(), and rem() conflict with the documented peek(), next(), and remove() names. Moreover, @Override on nex() and rem() is invalid because these names do not match Iterator methods, undermining confidence in the API. Code length: The interface is concise; documentation is extensive but explains useful behavioral contracts. Action granularity: Each declaration and annotation occupies a separate line, with no bundled operations. Reading flow: Method ordering is natural, but repeatedly reconciling documentation with incorrect method names disrupts comprehension.
Run 3
Code Structure: The interface is logically organized, with imports, class documentation, and individually documented methods. Nesting: Flat declarations make scanning easy. Clarity of intent: Documentation clearly describes a peeking iterator, but pee(), nex(), and rem() conflict with the documented peek(), next(), and remove() names. The latter two also incorrectly use @Override, undermining confidence in the API. Code length: Concise declarations with substantial but useful contract documentation. Action granularity: Each declaration and annotation occupies its own line; no actions are combined. Reading flow: Consistent formatting and method ordering support natural reading, but repeated references to nonexistent or mismatched method names interrupt comprehension.