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
based on what we know
Grammar usage guide and real-world examplesUSAGE SUMMARY
"based on what we know" is a perfectly correct and usable phrase in written English.
It is often used to introduce a conclusion or opinion derived from existing knowledge or evidence. Example: "Based on what we know about rising sea levels, it is likely that many coastal cities will be inundated in the next few decades."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(20)
considering our current understanding
given our present knowledge
in light of the available information
according to our current data
with the knowledge we currently possess
from what we currently understand
based on what we discover
based on what we knew
based on what we learned
based on what we wish
based on what we think
based on what we learn
based on what we do
based on what we find
based on what we perceive
based on what we call
based on what we consider
based on what we hear
based on what we say
based on what we have
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
57 human-written examples
Theoretically, based on what we know thus far, targeting one of the two molecules in AD should reduce the neurotoxicity of the other.
Science
Based on what we know [a soft landing] is unlikely".
News & Media
"We made our statement based on what we know.
News & Media
But based on what we know so far, it smells to high heaven.
News & Media
And, based on what we know, they were poised to convict him".
News & Media
"It's a reconstruction based on what we know about the old theater, plus modern adjustments".
News & Media
Based on what we know at this time, we believe that we are compliant".
News & Media
Based on what we know, though, a ban on Geert Wilders may not be warranted.
News & Media
"Based on what we know right now," he said, "things are looking extremely well".
News & Media
"Based on what we know right now, we would not be a buyer," he told Reuters television.
News & Media
Still, as Reiss says, "Irene really found the appropriate method based on what we know about these birds.
News & Media
Expert writing Tips
Best practice
Use "based on what we know" to clearly signal that your statement is grounded in established information, which enhances the credibility of your argument.
Common error
Avoid using "based on what we know" when the information is speculative or uncertain. This phrase implies a degree of certainty that may not be warranted, so use it only when you have solid evidence.
Source & Trust
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on what we know" functions as a prepositional phrase that modifies a main clause. It introduces a statement or conclusion that is derived from existing knowledge. As Ludwig AI confirms, the phrase is a common way to provide context for an assertion.
Frequent in
News & Media
60%
Science
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "based on what we know" is a widely used and grammatically sound phrase that introduces statements grounded in current understanding. As Ludwig AI validates, it's frequently employed across various contexts, particularly in news, science, and business, to provide a rationale or context for an assertion. When using this phrase, make sure the information is reasonably certain to prevent misleading your audience. While there are many alternatives like "considering our current understanding", "based on what we know" remains a clear and effective choice.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
considering our current understanding
Emphasizes the present state of comprehension as the basis for a judgment.
given our present knowledge
Highlights the available information that informs a particular perspective.
according to our current data
Stresses that the conclusion is derived from empirical evidence at hand.
in light of the available information
Focuses on the information accessible as the reason for a specific view.
with the knowledge we currently possess
Indicates the conclusion is influenced by the expertise one has at the moment.
from what we currently understand
Highlights a conclusion that emerges from comprehension at present.
as far as we can tell now
Suggests provisionality of a conclusion because it is limited by the information currently available.
to the best of our present understanding
Affirms that judgements are informed by current expertise and awareness.
as things currently stand
Implies that situations are subject to change as more information emerges.
based upon the facts available
Emphasizes the empirical basis for evaluations and decisions.
FAQs
How can I use "based on what we know" in a sentence?
The phrase "based on what we know" typically introduces a statement, conclusion, or prediction that is derived from current information. For example, "Based on what we know, further research is needed" or "Based on what we know, the project is likely to succeed".
What phrases are similar to "based on what we know"?
Similar phrases include "considering our current understanding", "given our present knowledge", or "in light of the available information". These alternatives offer slightly different nuances but convey the same basic idea.
Is it better to say "based on what we know" or "according to what we know"?
Both "based on what we know" and "according to what we know" are grammatically correct. However, "based on what we know" is more common and generally preferred because it implies a stronger foundation of evidence. "According to what we know" can suggest a reliance on specific sources or reports.
When should I avoid using "based on what we know"?
Avoid using "based on what we know" when the information is highly uncertain, speculative, or incomplete. In such cases, it's better to use phrases that acknowledge uncertainty, such as "to the best of our understanding" or "from what we can tell so far."
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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
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested