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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
almost invariably
Grammar usage guide and real-world examplesUSAGE SUMMARY
"almost invariably" is correct and can be used in written English.
It means "almost always" and usually suggests a high degree of frequency or confidence in an assertion. Example sentence: Almost invariably, a good night's sleep leads to improved mood and more energy during the day.
✓ Grammatically correct
News & Media
Science
Encyclopedias
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
Almost invariably they aren't.
News & Media
Almost invariably, men die.
News & Media
He almost invariably improvises.
News & Media
Explicitness almost invariably takes you to bathos.
News & Media
Party officials almost invariably ignore them.
News & Media
Modern fog signals are almost invariably electric.
Encyclopedias
Almost invariably they're positive ones.
News & Media
That claim, almost invariably, is a loser.
News & Media
And settle they almost invariably did.
News & Media
And parents almost invariably fail.
News & Media
They almost invariably never miss.
News & Media
Expert writing Tips
Best practice
Use "almost invariably" to convey a strong likelihood or high frequency, while acknowledging the possibility of exceptions. This adds a layer of precision to your writing, avoiding absolutes that may be inaccurate.
Common error
Avoid replacing "almost invariably" with stronger terms like "always" or "certainly" unless you are absolutely sure there are no exceptions. The nuance provided by "almost" is crucial for maintaining accuracy and credibility.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "almost invariably" functions as an adverbial modifier, specifically modifying a verb or clause to indicate the frequency or likelihood of an action or state. Ludwig AI confirms the correct grammatical usage, showing its role in expressing near-certainty.
Frequent in
News & Media
52%
Science
20%
Encyclopedias
5%
Less common in
Wiki
4%
Formal & Business
2%
Academia
1%
Ludwig's WRAP-UP
In summary, "almost invariably" is a grammatically correct and frequently used adverbial phrase that conveys a high degree of probability. Ludwig AI highlights that it suggests something happens nearly always, but not absolutely every time. It's prevalent in news, scientific writing, and encyclopedias, indicating a versatile usage across various contexts. When writing, remember that while it signifies a strong likelihood, the "almost" is crucial for maintaining accuracy and avoiding overstatements. To improve your writing skills you can also consider using synonyms such as "nearly always" or "in most cases" for subtle changes in meaning.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
nearly always
Replaces "invariably" with "always", slightly softening the assertion while keeping the overall meaning similar.
virtually always
Replaces "almost" with "virtually", indicating that something is so close to always happening that the exceptions are negligible.
practically always
Substitutes "almost" with "practically", implying a very high frequency with a minor shift in nuance.
almost without exception
Emphasizes the rarity of exceptions, adding a touch of formality and highlighting the dominance of the rule.
more often than not
Expresses a tendency or likelihood, rather than a strict rule, reducing the strength of the original statement.
in most cases
Focuses on the majority of situations rather than absolute certainty, making the statement less absolute.
typically
Indicates what usually happens, suggesting a pattern but not necessarily a strict rule.
as a rule
Presents something as a general principle or guideline, rather than an unbreakable law.
by and large
Indicates that something is generally true, with exceptions that do not significantly alter the overall picture.
frequently
Indicates that something happens often, but it is less emphatic than "almost invariably".
FAQs
How can I use "almost invariably" in a sentence?
Use "almost invariably" to express that something happens in nearly every case, acknowledging that there might be rare exceptions. For example, "Almost invariably, a good night's sleep improves productivity."
What's a good alternative to "almost invariably"?
Alternatives include "nearly always", "in most cases", or "more often than not", depending on the specific nuance you want to convey.
Is it better to use "almost invariably" or "always"?
Using "almost invariably" is often more precise than "always" because it acknowledges potential exceptions, making your statement more nuanced and credible. If something is true in almost every instance but not absolutely every time, "almost invariably" is the better choice.
What is the difference between "almost invariably" and "usually"?
"Almost invariably" indicates a very high degree of frequency, close to certainty, while "usually" suggests a common occurrence but with more frequent exceptions. "Almost invariably" implies a stronger pattern than "usually".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested