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
contributed into
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contributed into" is not correct in standard written English.
The correct usage would typically involve "contributed to" instead, which indicates giving or adding something to a cause or effort. Example: "She contributed to the success of the project by providing valuable insights."
⚠ May contain grammatical issues
Science
News & Media
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
14 human-written examples
I think the private savings accounts ought to come from the payroll taxes people contributed into the Social Security trust.
News & Media
(There was a record of a wire transfer, the six hundred and sixty dollars that Mohammed had contributed, into a bank account belonging to one of Basit's co-conspirators).
News & Media
Also within this scenario, we assume £800m of the disposal proceeds to be contributed into the pension fund as a remediation (on top of assumed around £800m of net debt and £150m John Crane asbestos liability).
News & Media
The SEM images of E21 and WE43 indicated that intermetallic compounds contributed into the coating structure during PEO processing.
If an input of knowledge is contributed into one of the five subsystems, then a knowledge creation takes place.
Table 8 and Fig. 4 illustrate the updated failure probability for safety barriers over ten years and updated based on the arrival of new evidences that contributed into the failure probability of safety barriers.
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
"It's amazing how many people are contributing into OSM.
News & Media
Once news tasks are created, reporters from around can contribute into them.
News & Media
Therefore, the present study aims to contribute into this scientific domain.
Both the interdot tunneling and the driven motion contribute into the spin evolution.
Science
Hydrophobicity and rigidity of the ligand also contribute into its binding affinity.
Expert writing Tips
Best practice
Always use "contributed to" instead of "contributed into" in formal writing to ensure grammatical correctness.
Common error
Avoid using "into" after "contributed". "To" is the correct preposition, as it indicates a direct relationship or direction towards something. For example, say "She contributed to the project" not "She contributed into the project".
Source & Trust
81%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contributed into" functions as a prepositional phrase, typically intended to show how something or someone has added or given to something else. However, Ludwig AI indicates that this is not standard English and is generally considered incorrect.
Frequent in
Science
40%
News & Media
30%
Wiki
10%
Less common in
Formal & Business
10%
Reference
5%
Encyclopedias
5%
Ludwig's WRAP-UP
In summary, the phrase "contributed into" is generally considered grammatically incorrect. According to Ludwig AI, the correct and preferred usage is ""contributed to"". Although "contributed into" appears in various contexts, including science and news, it is advisable to avoid it in formal writing. Be mindful of this distinction to ensure clarity and grammatical correctness in your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
contributed to
This is the standard and grammatically correct alternative, indicating a direct contribution towards something.
added to
Focuses on the act of increasing or supplementing something that already exists.
donated to
Implies a more formal or charitable contribution, often involving money or resources.
invested in
Suggests a contribution with the expectation of future returns or benefits.
supplied to
Emphasizes providing something that is needed or required.
devoted to
Indicates a strong commitment and dedication of resources or time.
put into
A more general term for allocating resources or effort.
allotted to
Implies a specific portion or share being assigned or contributed.
assigned to
Suggests a formal designation of resources or personnel to a task.
committed to
Highlights a pledge or promise to provide support or resources.
FAQs
How to correctly use "contributed" in a sentence?
The correct usage is "contributed to", followed by the thing or cause that received the contribution. For example, "She "contributed to" the charity" is correct, while "She contributed into the charity" is not.
What can I say instead of "contributed into"?
The standard and grammatically correct alternative is to use ""contributed to"". Other alternatives include "added to", "donated to", or "invested in", depending on the specific context.
Which is correct, "contributed into" or "contributed to"?
"Contributed to" is the correct and grammatically accepted phrase. "Contributed into" is generally considered incorrect in standard English.
Is "contributed into" ever appropriate to use?
In almost all contexts, "contributed to" is the preferred and correct phrasing. Although "contributed into" appears in some texts, it's generally considered a grammatical error and should be avoided in formal writing.
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
81%
Authority and reliability
2.8/5
Expert rating
Real-world application tested