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 our best knowledge
Grammar usage guide and real-world examplesUSAGE SUMMARY
"based on our best knowledge" is correct and can be used in written English.
You would use this phrase in a situation where you are expressing an opinion that is based on the collective knowledge of the group or organization. For example, "We believe that the best course of action is to invest in a new software system, based on our best knowledge."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
to the best of our understanding
according to our current understanding
given our present knowledge
based on our current expertise
with the information we have
to our knowledge thus far
as far as we can tell
from our perspective
in light of the available information
based on our best intelligence
based on our improving knowledge
based on our best estimate
based on our best judgment
based on our best approximation
based on our best assessment
based on our best thinking
based on our best guess
based on our best work
accordance with the best knowledge
based on our own knowledge
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
9 human-written examples
In those cases, we prescribed the parameter value based on our best knowledge and experience from the other periods.
Science
Based on our best knowledge, there was no detailed study conducted on wind energy potential in Kurdistan province of Iran.
However, based on our best knowledge, there is no report describing the effect of incorporation of nanoclay on dimensional stability of flexible polyurethane foam.
The insurance model set parameters based on our best knowledge of eBay's real-world values for pricing and payout, and using various assumptions found in the literature for claims and risk behavior.
Science
Although control of robotic fish powered by electrical motors has been well developed by many research groups [26 32], control of the robotic fish enabled by IPMC has rarely been studied based on our best knowledge.
Science
Based on our best knowledge, the results of this research show that the optimized intelligence system can evaluate morphological behavior to an excellent level and is in good agreement with the electrospinning data.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
51 human-written examples
"You try a treatment, based on your best knowledge about the patient and the features of the cancer, and if it's working, great — you continue it unless the side effects are a problem," he said.
News & Media
We must deliver the best possible solutions for them, and we must influence both what and how they commission, based on our knowledge of what works — and our knowledge of children and young people.
News & Media
In order to ensure a high level of road safety, road network planning needs to be based on the best knowledge available of the effects of road design on road safety.
Science
Considering the variable response of the bird groups to our scenarios as well as the variation in habitat occupancy by birds, however, cutting woody material from hedges nevertheless provides an option to reduce adverse effects of bioenergy production on biodiversity at the landscape scale, as long as hedge management is based on the best knowledge available.
The brochure was based on the best knowledge available at that time and needs regular updates.
Science
Expert writing Tips
Best practice
Use "based on our best knowledge" to preface statements when you want to acknowledge that your assessment is grounded in current understanding, but may evolve as new information emerges.
Common error
Avoid using "based on our best knowledge" as a shield for unfounded claims. Ensure there is a genuine basis for your statement, even if it is subject to change. Substantiate claims with facts, references or data.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on our best knowledge" functions as an adverbial phrase, modifying a verb or clause. It introduces a statement by indicating the grounds or basis for that statement, using the current, collective understanding as the foundation. Ludwig provides several examples of this usage.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "based on our best knowledge" is a grammatically correct and useful expression to preface statements or claims that are grounded in current understanding, as confirmed by Ludwig AI. While not overwhelmingly common, it frequently appears in scientific and news contexts, conveying a sense of informed judgment with an openness to future revisions. When using this phrase, it is important to ensure you have a solid base of information and aren't simply using it to shield unsubstantiated claims.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
to the best of our understanding
Focuses on comprehension rather than just knowledge, subtly shifting the emphasis.
according to our current understanding
Highlights that the understanding is current and might change.
given our present knowledge
Emphasizes the present state of knowledge as the basis.
based on our current expertise
Replaces "knowledge" with "expertise", suggesting a practical skill.
with the information we have
Simplifies the phrase, making it less formal.
to our knowledge thus far
Adds a temporal element, suggesting ongoing learning.
as far as we can tell
Introduces a note of uncertainty or limitation.
from our perspective
Indicates a subjective viewpoint based on available data.
drawing from our collective knowledge
Highlights the collaborative aspect of the knowledge base.
in light of the available information
Emphasizes the information as the primary driver.
FAQs
How can I use "based on our best knowledge" in a sentence?
You can use "based on our best knowledge" to introduce a statement or conclusion that is informed by the current understanding and expertise of a group or organization. For example, "Based on our best knowledge, the new policy will improve efficiency."
What are some alternatives to "based on our best knowledge"?
Alternatives include "to the best of our understanding", "according to our current understanding", or "given our present knowledge", depending on the specific nuance you want to convey.
When is it appropriate to use "based on our best knowledge"?
It's appropriate to use "based on our best knowledge" when presenting information or making recommendations that are based on the current understanding and expertise, while also acknowledging that this understanding could evolve with new information.
Is "based on my best knowledge" grammatically correct?
Yes, "based on my best knowledge" is grammatically correct, but it refers to an individual's knowledge. "Based on our best knowledge" refers to a collective understanding. The choice depends on whether you're expressing a personal opinion or a group's consensus.
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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested