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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

essential to benchmarking

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "essential to benchmarking" is correct and usable in written English.
It can be used when discussing the importance or necessity of certain elements or criteria in the process of benchmarking. Example: "Accurate data collection is essential to benchmarking the performance of our systems against industry standards."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Models that predict mortality accurately and that perform well in various ICU populations are essential to benchmarking.

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

It is essential to benchmark and monitor the process by which establishment of protected areas must necessarily be followed by management changes that enable a recovery of tigers, their prey and their habitats.

This study demonstrates that genome analysis coupled with experimental proteomics data is essential to benchmark and improve the accuracy of gene prediction methods and facilitates insights into gene structure and splice variability within genomes.

Science

Plosone

Risk prediction, using an up-to-date, validated model, is essential to underpin benchmarking and comparative reporting.

It has been essential to setting price benchmarks for public offerings.

News & Media

Forbes

However, meeting and beating that benchmark is essential to ensure safety and realize the dreams of our autonomous cars".

News & Media

TechCrunch

Benchmarking plug-load densities is essential to bypass arbitrary and/or incorrect inputs used in building energy analysis.

The availability of realistic benchmark configurations is essential to enable the validation of current Computational Aeroacoustic (CAA) methodologies and to further the development of new ideas and concepts that will foster the technologies of the next generation of CAA tools.

Risk-adjusted outcomes are essential for hospitals to benchmark care improvement.

It is essential to recognize that there is only one significant benchmark of performance for a financier: internal rate of return (I.R.R ., which is basically the rate at which a particular investment grows.

News & Media

The New York Times

More comprehensive and standardized benchmarking, as noted in other reviews [ 75], is essential to advancing the field.

Show more...

Expert writing Tips

Best practice

When using "essential to benchmarking", ensure that the specific aspect being deemed essential is clearly defined to provide context and avoid ambiguity. For example, clarify whether you are referring to data accuracy, standardized metrics, or thorough analysis.

Common error

Avoid using "essential to benchmarking" when the element in question is merely helpful or beneficial, not strictly necessary. Overstating its importance can dilute the impact of the phrase and undermine the credibility of your analysis.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "essential to benchmarking" functions as an adjective phrase, modifying a noun, often implying a condition or component necessary for effective comparison. This aligns with Ludwig's assessment, highlighting its role in emphasizing the importance of specific elements in the benchmarking process.

Expression frequency: Common

Frequent in

Science

60%

News & Media

25%

Formal & Business

15%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "essential to benchmarking" is a grammatically correct and frequently used expression, particularly within scientific, news, and business contexts. As Ludwig AI affirms, it serves to emphasize the critical nature of specific elements necessary for conducting effective comparisons against established standards. While alternatives exist, such as "critical for establishing benchmarks" or "necessary for setting benchmarks", the core meaning remains consistent. To ensure clarity and credibility, it's crucial to use the phrase judiciously, reserving it for factors that are truly indispensable to the benchmarking process.

More alternative expressions(10)

Phrases that express similar concepts, ordered by semantic similarity:

critical for establishing benchmarks

Replaces "essential" with "critical" and rephrases "benchmarking" as "establishing benchmarks", emphasizing the action of creating benchmarks.

necessary for setting benchmarks

Substitutes "essential" with "necessary" and "benchmarking" with "setting benchmarks", focusing on the act of defining benchmarks.

vital for comparative analysis

Replaces "essential" with "vital" and shifts the focus from the process of benchmarking to the purpose of "comparative analysis".

indispensable for performance evaluation

Uses "indispensable" to replace "essential" and "performance evaluation" instead of "benchmarking", highlighting the assessment aspect.

fundamental for establishing standards

Substitutes "essential" with "fundamental" and "benchmarking" with "establishing standards", emphasizing the creation of a basis for comparison.

crucial for measuring improvement

Replaces "essential" with "crucial" and "benchmarking" with "measuring improvement", emphasizing the aspect of progress assessment.

key to effective benchmarking

Uses "key" to denote importance instead of "essential" and reorders the phrase to emphasize the effectiveness of benchmarking.

required for competitive comparison

Substitutes "essential" with "required" and "benchmarking" with "competitive comparison", highlighting the competitive aspect.

important for setting a baseline

Replaces "essential" with "important" and focuses on "setting a baseline" rather than the broader process of benchmarking.

integral to comparative performance analysis

Uses "integral" instead of "essential" and expands "benchmarking" to "comparative performance analysis" for a more detailed expression.

FAQs

How can I effectively use "essential to benchmarking" in a sentence?

Use "essential to benchmarking" to emphasize the critical components or processes required for conducting a meaningful comparison against established standards. For example: "Accurate data collection is "essential to benchmarking" the performance of our systems against industry standards."

What are some alternatives to using "essential to benchmarking"?

You can use phrases such as "critical for establishing benchmarks", "necessary for setting benchmarks", or "vital for comparative analysis" depending on the specific context and emphasis you wish to convey.

When is it appropriate to use "essential to benchmarking" versus a less emphatic phrase?

Use "essential to benchmarking" when the factor being discussed is absolutely necessary for the benchmarking process to be valid and meaningful. If the factor is merely helpful or beneficial, a less emphatic phrase like "important for setting a baseline" may be more suitable.

What makes something truly "essential to benchmarking"?

A factor is truly "essential to benchmarking" if its absence would render the benchmarking process invalid, unreliable, or impossible. This typically includes elements like data accuracy, standardized metrics, and a clear understanding of the benchmarking objectives.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

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.

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: