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
optimized for output
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "optimized for output" is correct and usable in written English. You can use it in contexts where you are discussing efficiency, performance, or enhancements related to producing results. For example: "The software is optimized for output to ensure faster processing times." Alternative expressions include "tuned for performance," "enhanced for results," and "configured for efficiency."
✓ 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
1 human-written examples
Output power from this device, while optimized for efficiency, was not optimized for output voltage, and the maximum power was delivered at 41 mV.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
The design parameters of a jet impingement device have to be optimized for maximum output from the system, taking into account the key performance defining criteria (PDCs).
Science
The ORC system design was optimized for maximum power output to grid and operational control optimization was performed on the heat sink to achieve maximum power output at different ambient or off-design conditions.
Science
The systems are then optimized for either maximum net output power or minimum product cost, using the EES (engineering equation solver) software.
Science
For a fixed total heat-transfer surface-area for two heat-exchangers, the ratio of heat-transfer surface-area of the high-temperature side heat-exchanger to the total heat-transfer surface-area of the heat-exchangers is optimized for maximizing the power output and the thermal efficiency of the thermoelectric-generator.
Science
It can produce output optimized for either human readers or machine parsing.
Science
In order to view the accuracy of all the optimization results, the optimized total generation output for 3000 scenarios by LC-SB-SA are compared with LC, and the relative errors are illustrated in Fig. 3.
The physical and physiological features that drive escape responses may be optimized for creating high power outputs and accelerations (Aerts, 1998; Askew and Marsh, 2002; Henry et al., 2005; Nauen and Shadwick, 2001; Roberts and Marsh, 2003; Sutton and Burrows, 2011), performance traits associated with escape success (Husak, 2006; Walker et al., 2005).
Science
The probe was optimized for the highest light delivery output and best beam uniformity on tissue surface, by simulating the light fluence and power output for different design parameters.
Science
For a fixed total number of thermoelectric elements, the ratio of number of thermoelectric elements of the top stage to the total number of thermoelectric elements is also optimized for maximizing both the power output and the thermal efficiency of the thermoelectric-generator.
Science
Expressions of the optimized power output and efficiency for both the subsystems and the SOFC-GT hybrid cycle are derived.
Expert writing Tips
Best practice
When describing technical specifications or product features, use "optimized for output" to clearly communicate that the design prioritizes efficient production of results.
Common error
Avoid using "optimized for output" when the primary goal is something other than maximizing production, such as quality, cost reduction, or user experience. Clarify the specific optimization target to avoid misinterpretations.
Source & Trust
82%
Authority and reliability
4.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "optimized for output" functions as a descriptive adjective phrase, indicating a design or configuration tailored to maximize production or results. Ludwig AI identifies it as grammatically correct and usable. The primary function is to specify the purpose of an optimization process.
Frequent in
Science
37%
News & Media
37%
Academia
13%
Less common in
Formal & Business
7%
Reference
3%
Social Media
3%
Ludwig's WRAP-UP
In summary, the phrase "optimized for output" is a grammatically sound and technically useful term indicating that a system, process, or design is specifically tuned to maximize its production or yield. According to Ludwig AI, the phrase is suitable for various contexts, including science, news media, and business, although its usage is relatively rare. When writing, it is crucial to use the phrase accurately, ensuring that the optimization goal aligns with maximizing production rather than other parameters like quality or cost. Consider alternatives like "configured for results" or "tuned for performance" to provide nuanced descriptions, especially when targeting specific audiences. Furthermore, the Ludwig AI analysis confirms the phrase's validity and utility in professional and technical communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
configured for results
Emphasizes the setup or arrangement to achieve specific outcomes.
tuned for performance
Highlights the adjustment process to enhance how well something works.
designed for efficiency
Focuses on the planning and creation to minimize wasted resources.
calibrated for results
Suggests a precise adjustment for accurate outcomes.
tailored for production
Implies customization to improve the manufacturing or creation process.
adapted for yielding
Focuses on modifying something to enhance the amount produced.
set up for maximization
Indicates preparing a system to achieve the greatest possible output.
enhanced for productivity
Highlights improvements to boost the rate at which something is produced.
streamlined for throughput
Focuses on simplifying a process to increase the rate of production.
customized for delivery
Implies tailoring something to improve the final presentation or distribution.
FAQs
How can I use "optimized for output" in a sentence?
You can use "optimized for output" to describe systems, processes, or designs that are specifically tuned to maximize their production or yield. For example, "The new software is "optimized for output" to ensure faster processing times".
What's a good alternative to "optimized for output"?
Depending on the context, alternatives like "configured for results", "tuned for performance", or "designed for efficiency" may be suitable.
Is it better to say "optimized for output" or "optimized for input"?
The choice depends on whether you are emphasizing the results or the resources. "Optimized for output" highlights the efficiency of production, while "optimized for input" focuses on efficiently utilizing resources.
What does it mean when something is "optimized for output" in software development?
In software development, "optimized for output" typically means the code or system has been tuned to produce results quickly and efficiently, often by reducing processing time or resource usage.
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
82%
Authority and reliability
4.4/5
Expert rating
Real-world application tested