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
optimize for efficiency
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "optimize for efficiency" is correct and usable in written English.
You can use it when discussing processes, systems, or methods that aim to improve performance and reduce waste or unnecessary effort. Example: "Our goal this quarter is to optimize for efficiency in our production line to reduce costs and increase output."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
4 human-written examples
Terms such as save for sufficiency, renew for consistency, or optimize for efficiency served as initial search words.
The speed and stability with which our cities optimize for efficiency, sustainability and safety will broadly impact quality of life issues around the world.
News & Media
The architecture of CGHub is designed to support bulk searching and downloading through a Web-accessible application programming interface, enforce patient genome confidentiality in data storage and transmission and optimize for efficiency in access and transfer.
We used the fitness function \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$F_2$$\end{document} F 2 (Table 4) with the parameters shown in Table 2 to optimize for efficiency.
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
That trend would prove both costly for cloud data giants and difficult, upending the established model of cloud data storage that optimizes for efficiency rather than carefully sorting out what data is stored within the borders of which country.
News & Media
Customers will have one form of payment for all purchases that automatically decides on the back-end what the best type of funding is, cash or credit, optimizing for efficiency and low fees.
News & Media
The transistor is load-pulled in class-AB and then optimized for efficiency at 2f0 and 3f0 using a novel approach with passive fundamental load and active harmonic loads.
Science
For far too long, green cars have been perceived as lacking in both style and power, with designs and drivetrains optimized for efficiency, rather than thrills.
News & Media
Although the GA is not faster than the APM at very small network sizes like M1, its comparative performance improves with increasing network sizes, Fig. 3. Also, when optimizing for efficiency, the GA does not reach the global optimum when APM does, Fig. 3b, c.
Our bodies have become input/output devices that we monitor and optimize for greater efficiency, and sleep has become another data set to be tracked and hacked.
News & Media
Especially considering that the U.S. healthcare landscape is undergoing a seismic transformation, particularly concerning the coordination of care, how healthcare providers measure their own performance and optimize for cost efficiency.
News & Media
Expert writing Tips
Best practice
Quantify efficiency gains whenever possible. Use metrics such as time saved, cost reduction, or increased output to demonstrate the tangible benefits of optimizing for efficiency.
Common error
While striving to "optimize for efficiency", it's crucial to consider the impact on employees. Avoid implementing changes that may lead to burnout, decreased morale, or a decline in overall job satisfaction. Remember that efficiency gains should not come at the expense of a positive work environment.
Source & Trust
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "optimize for efficiency" functions as an infinitive phrase expressing purpose or intent. It is used to describe the goal or objective of an action, indicating that something is being done in order to improve efficiency. Ludwig confirms this usage.
Frequent in
Science
50%
News & Media
30%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "optimize for efficiency" is a grammatically correct and widely used expression to describe the goal of improving a process or system to minimize waste and maximize output. Ludwig AI confirms its usability. It appears most frequently in scientific, news and media, and formal business contexts. Related phrases include "streamline operations" and "improve effectiveness". When using this phrase, consider not only the system's efficiency but also the impact on the individuals involved. While authoritative sources like TechCrunch and Algorithms for Molecular Biology use the phrase, it is vital to ensure context-appropriate deployment. Overall, "optimize for efficiency" serves as a versatile and relevant directive across different domains.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
streamline operations
Focuses on simplifying processes to achieve greater efficiency.
improve effectiveness
Emphasizes enhancing the degree to which something is successful in producing a desired result.
enhance productivity
Highlights increasing the rate at which goods or services are produced.
boost performance
Stresses improving the overall execution or functioning of a system or entity.
maximize output
Concentrates on achieving the highest possible quantity of production.
refine processes
Implies making subtle improvements to existing workflows.
rationalize workflow
Suggests organizing workflows in a logical and efficient manner.
economize resources
Focuses on using resources sparingly to minimize waste.
increase throughput
Highlights improving the rate at which something is processed.
accelerate progress
Emphasizes speeding up the rate of advancement or development.
FAQs
How can I use "optimize for efficiency" in a sentence?
You can use "optimize for efficiency" to describe the act of improving a process or system to minimize waste and maximize output. For example, "The company is working to "optimize for efficiency" in its manufacturing processes."
What are some alternatives to "optimize for efficiency"?
Some alternatives to "optimize for efficiency" include "streamline operations", "improve effectiveness", or "enhance productivity". The best choice depends on the specific context.
What does it mean to "optimize for efficiency" in a business context?
In a business context, to "optimize for efficiency" means to improve processes and systems to reduce costs, increase output, and improve overall performance. This might involve automating tasks, improving workflows, or eliminating redundancies.
What's the difference between "optimize for efficiency" and "optimize for performance"?
"Optimize for efficiency" focuses on minimizing waste and maximizing output with the resources available, while "optimize for performance" focuses on maximizing the overall effectiveness and speed of a system or process, even if it requires more resources.
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
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested