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
benchmarking to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"benchmarking to" is correct and usable in written English.
You typically use it to describe a comparison or evaluation of a standard, usually for comparison to similar activities. Example sentence: We used benchmarking to evaluate the performance of our new product against our competitors.
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(3)
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
Nevertheless, several feasible mechanisms can promote the attractiveness of benchmarking to researchers.
Science & Research
With so many management tools out there, from benchmarking to outsourcing, it's hard to decide which ones to try.
News & Media
Benchmarking to any rich-world interest rate is unlikely to suit the Gulf, since high crude prices depress income for oil importers but boost it for oil exporters.
News & Media
We apply life cycle assessment concepts, appropriate sustainability criteria, and benchmarking to current questions surrounding our global food system, and incorporate observations from the developed and developing world.
Academia
Findings offer pragmatic guidelines for restaurateurs to exercise benchmarking to pinpoint and enhance firm capabilities that would lead to sustained competitive advantage.
Station data from a total of 13 stations were collected from the study region and used for benchmarking to compare gridded observation data and two regional climate models (RCMs).
Science
Minister of State for Petroleum Resources Odein Ajumogobia had denied that the letter ABUJA 00001907 003 OF 004 had been sent, but later conceded that the GON was only "benchmarking" to see what the IOCs should pay for shallow-water licenses.
News & Media
When benchmarking to the In Salah surface uplift, the developed semi-analytical approach can capture a high rate of surface uplift caused by the pressure build-up during the early stage of CO2 injection.
As a consequence, comparative analysis of design and procurement decisions based on such parameters is insufficient to deliver highly reliable conclusions and often demands detailed benchmarking to augment the more broad system specifications.
Science
Can providers and consumers use robustness benchmarking to test Web services?
But ADP is an exception to this sorry situation: it provides analytics and benchmarking to its clients about the employment and payroll services it provides to them.
News & Media
Expert writing Tips
Best practice
Use "benchmarking to" when the goal is to improve performance by identifying and adopting best practices from other organizations or standards.
Common error
Avoid using "benchmarking to" when you are merely making a general comparison. Benchmarking implies a structured process of identifying and adopting best practices, not just a casual comparison.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "benchmarking to" functions as a prepositional phrase that describes a process of comparing one's performance or standards against a reference point, often an industry best practice or a specific metric. As Ludwig AI pointed out, it is typically used to describe an evaluation of a standard, usually for comparison to similar activities.
Frequent in
Science
53%
News & Media
27%
Formal & Business
7%
Less common in
Academia
4%
Wiki
2%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "benchmarking to" is a prepositional phrase used to describe the comparison of one thing to a standard or benchmark, primarily for evaluation and improvement purposes. Ludwig AI validates its grammatical correctness and common usage across various domains, particularly science, news, and business. When using this phrase, clarity about the benchmark and the comparison criteria is essential. While alternatives like "comparing with" or "evaluating against" exist, "benchmarking to" is appropriate when denoting a structured effort to adopt best practices. The phrase is generally formal and professional, fitting academic, scientific, and business registers well.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
comparing to a standard
More explicitly mentions the act of comparison against a defined standard.
comparing with
Focuses on the act of comparing rather than the formal process of benchmarking.
evaluating against
Emphasizes the assessment aspect rather than a direct comparison to a standard.
measuring against
Highlights the measurement aspect of benchmarking, quantifying performance against a set standard.
assessing in relation to
Broadens the scope to include any form of assessment based on a relevant standard.
calibrating against
Suggests a process of adjustment and alignment based on a benchmark.
using as a reference point
Focuses on using a particular entity or metric as a point of reference for comparison.
drawing a comparison with
Highlights the action of making a comparison, emphasizing the comparative analysis.
matching against
Implies a direct comparison to see how closely something aligns with a set standard.
setting as a benchmark
Focuses on the act of establishing something as a standard for future comparisons.
FAQs
How is "benchmarking to" used in a sentence?
The phrase "benchmarking to" is used to indicate a comparison against a standard or a best practice. For example, "We are "benchmarking to" industry standards to improve our efficiency".
What are some alternatives to "benchmarking to"?
Alternatives include phrases like "comparing with", "evaluating against", or "measuring against", which offer similar meanings but may fit different contexts better.
Is it correct to say "benchmarking to" or should I use another preposition?
"Benchmarking to" is a correct and commonly used construction. While other prepositions might work in certain contexts, "benchmarking to" is widely accepted and understood. You might consider using "benchmarking against" as well.
What does "benchmarking to accreditation standards" mean?
It means assessing and improving practices in order to meet or exceed the criteria set by an accrediting body. Organizations use "benchmarking to" accreditation standards to ensure they are providing high-quality services.
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
4.5/5
Expert rating
Real-world application tested