Used and loved by millions
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
is compatible by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "is compatible by" is not correct in standard written English.
It is typically used incorrectly; the correct form would be "is compatible with" to indicate compatibility between two entities. Example: "The new software is compatible with the existing system."
⚠ May contain grammatical issues
Science
News & Media
Wiki
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
3 human-written examples
If Conjecture 1 is true, it would follow that we can determine if any set C of r-state characters is compatible by testing the compatibility of each subset of f(r) characters of C, and, in case of incompatibility, output a subset of at most f(r) characters of C that is incompatible.
As G is continuous and the pair ( G, T ) is compatible, by (3.12) and (3.13), we have lim n → ∞ G G x n = G x = lim n → ∞ G T x n = lim n → ∞ T G x n. (3.15).
Since R is incompatible but every proper subset of R is compatible, by Corollary 6, [ R, L(R)] is connected.
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Tea Party supporters are even more adamant, believing that capitalism and Christian values are compatible by a 56-35 margin.
News & Media
The numerical simulations presented in Figures 3-5 are compatible by Theorems 4 and 5.
The blends of chitosan, polyvinyl alcohol and chitosan polyvinyl pyrrolidone in dilute acetic acid were found to be compatible by viscosity measurements.
Science
Established iPSCs were shown to be compatible by karyotyping.
The compatibility of two positions by folding random sequences is considered to be 6/16, reminiscent of the probability of two given positions to be compatible by Watson-Crick and Wobble base pairs rules.
You can download the app in the Android Market, but be sure to check if your device is compatible first by using the compatibility checker app.
News & Media
Since Q′ is compatible, but by assumption, Q is incompatible, Q must contain a quartet q2 that is pairwise incompatible with some quartet in Q′.
This is not a tight gene cluster, but it is compatible with ancestry by extensive tandem gene duplication followed by dispersal.
Science
Expert writing Tips
Best practice
Always use "is compatible with" instead of "is compatible by". The preposition 'with' correctly indicates the relationship between two compatible entities.
Common error
Avoid using "by" when expressing compatibility. "By" usually indicates agency or means, not a relationship of compatibility. Use "with" to show that two things can coexist or function together effectively.
Source & Trust
76%
Authority and reliability
2.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "is compatible by" functions as a descriptive phrase, but its usage is grammatically questionable. Ludwig AI highlights its incorrectness, suggesting it's often a misuse of the correct phrase "is compatible with".
Frequent in
Science
60%
News & Media
20%
Wiki
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
The phrase "is compatible by" is generally considered grammatically incorrect in standard English. The correct form is "is compatible with", which accurately conveys the relationship between two entities that can coexist or function harmoniously. As Ludwig AI indicates, the misuse of the preposition "by" is the primary issue. While examples of "is compatible by" exist across different sources, its frequency is low, and authoritative sources typically favor the correct preposition "with". Therefore, it's best to avoid "is compatible by" and opt for the more accepted and grammatically sound alternative, ""is compatible with"".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
is compatible with
Uses the correct preposition to indicate compatibility.
works well with
Emphasizes functionality and harmonious interaction.
is in harmony with
Suggests a balanced and agreeable relationship.
aligns with
Highlights agreement and correspondence.
is consistent with
Focuses on uniformity and absence of contradiction.
is suited for
Emphasizes suitability for a specific purpose.
is tailored to
Highlights adaptation and customization.
is designed for
Focuses on the intended use or purpose.
is attuned to
Suggests a sensitivity and responsiveness.
is adaptable to
Emphasizes the ability to change to fit different conditions.
FAQs
What's the correct way to say something works with something else?
The correct phrasing is to say something "is compatible with" another thing. For example, "This software "is compatible with" Windows 10".
What can I say instead of "is compatible by"?
Use alternatives like ""is compatible with"", "works well with", or "is consistent with" depending on the context.
Is "is compatible by" grammatically correct?
No, "is compatible by" is not grammatically correct in standard English. The correct preposition to use is "with". Therefore, the correct phrase is ""is compatible with"".
How do I use "is compatible with" in a sentence?
You can use ""is compatible with"" to show that two things can work together. For example, "This charger "is compatible with" all USB-C devices".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
76%
Authority and reliability
2.1/5
Expert rating
Real-world application tested