Logical Fallacies

LogFall

A practical logical-fallacies reference with clear explanations, usable examples, and teaching tools.

Fallacy profile

Incomplete comparison

Occurs when one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter.

Conceptual

Definition

Occurs when one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter.

Illustrative example

This city has lower rent than New York, so it is a more affordable place to live.

Teaching gauges

These 0-100 gauges are teaching aids for comparing fallacies. They are editorial classroom estimates, not measured statistics.

Occasional

50

Common in today's rhetoric

Present, but more situation-dependent than the headline fallacies.

Tricky

45

Easy to spot

Often hides inside wording, framing, or technical detail.

Very easy to slip into

70

Easy to innocently commit

A frequent unintentional slip in ordinary reasoning.

Foundational

25

Difficulty

Usually approachable without much prior logic background.

Middle school+Critical thinking / philosophy

Reference

Family

Comparison/Generalization Fallacy

The argument draws the wrong lesson from a comparison, stereotype, exception, or generalization.

Quick check

Are the categories being used carefully, or are unlike things being treated as alike?

Why it misleads

A fuller explanation of how the fallacy works and why it can look persuasive.

A comparison can be true in one narrow respect while misleading overall. The missing pieces might include quality, risk, wages, inflation, time horizon, tradeoffs, or alternative baselines.

That's like saying...

Instead of leading with the label, this analogy answers the shape of the reasoning move directly so the mistake is easier to see in plain language.

Fallacious claim

This city has lower rent than New York, so it is a more affordable place to live.

That's like saying...

That's like calling one suitcase lighter than another without saying whether the first suitcase is empty. 'Better' is being claimed without a complete comparison class.

Caveat

This label is easy to overuse. The point here is not to call every weak argument by this name, but to reserve it for the exact misstep it describes.

Common misapplication

Do not use this label every time people disagree about definitions or categories. It applies when the category boundaries themselves are distorting the reasoning. A comparison can be true in one narrow respect while misleading overall.

Use the label only when...

Use this label only when one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. If the real problem is that a negative generalization about a group is used as if it settled the character or behavior of a specific member of that group, the better label is Bottom-up condemnation.

Often confused with

These near neighbors are easy to mix up, so use the comparison to see the exact difference.

Comparison

Bottom-up condemnation

Why people mix them up: Both often look like conceptual mistakes at first glance.

Exact difference: Incomplete comparison happens when one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. Bottom-up condemnation happens when a negative generalization about a group is used as if it settled the character or behavior of a specific member of that group.

Quick split: Are the categories being used carefully, or are unlike things being treated as alike? Then compare it with Are the categories being used carefully, or are unlike things being treated as alike?

Comparison

Bottom-up justification

Why people mix them up: Both often look like conceptual mistakes at first glance.

Exact difference: Incomplete comparison happens when one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. Bottom-up justification happens when a positive generalization about a group is used as if it established the virtue or competence of a specific member of that group.

Quick split: Are the categories being used carefully, or are unlike things being treated as alike? Then compare it with Are the categories being used carefully, or are unlike things being treated as alike?

Practice And Repair

Extra teaching tools that show why the fallacy is persuasive, what to look for, and how to correct it.

Why it matters

Why this mistake matters

Incomplete comparison threatens rationality because one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter.

Main reasoning problem

One option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter.

Why this kind of mistake matters

It warps the conceptual map so that distinctions, boundaries, or levels of analysis mislead the inference.

Check yourself

The assessment area now uses mixed 10-question sets, so the fallacy is not announced in the title before the quiz begins.

What the assessment does

You will work through a mixed set of fallacy-identification questions. Focused links from a fallacy page will quietly include this fallacy among nearby look-alikes without announcing the answer in the page title.

Questions to ask

Use these category-based prompts to audit similar arguments.

Prompt 1

Are the categories being used carefully, or are unlike things being treated as alike?

Case studies

Each case study explains why the example fits the fallacy and links back to its source whenever source information is available.

Why AP called the Arizona Senate race for Ruben Gallego

AP's explanation of why it called the Arizona Senate race for Ruben Gallego is a useful numbers-first counterexample to intuition-driven political certainty. It shows what it looks like to reason from remaining vote shares, path constraints, and actual denominators instead of headline impressions. The fallacy here is Incomplete comparison: one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. That matters here because a comparison can be true in one narrow respect while misleading overall. A better analysis would remember that the missing pieces might include quality, risk, wages, inflation, time horizon, tradeoffs, or alternative baselines.

Associated Press · 2024-11-12

Campaign arguments about the economy often isolate one metric such as gas prices, job totals, or stock indexes and treat that single comparison as if it captured the whole condition of household life. The fallacy here is Incomplete comparison: one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. That matters here because a comparison can be true in one narrow respect while misleading overall. A better analysis would remember that the missing pieces might include quality, risk, wages, inflation, time horizon, tradeoffs, or alternative baselines.

Technology marketing frequently calls a new tool 'more productive' without clarifying productive for whom, under what workflow, at what error rate, and at what human cost. The fallacy here is Incomplete comparison: one option is called better, worse, cheaper, safer, or more effective without specifying the relevant comparison class or the other factors that matter. That matters here because a comparison can be true in one narrow respect while misleading overall. A better analysis would remember that the missing pieces might include quality, risk, wages, inflation, time horizon, tradeoffs, or alternative baselines.

Related fallacies

Nearby entries chosen by shared categories and family resemblance.