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
according to anticipated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to anticipated" is not correct and does not convey a clear meaning in written English.
It may be intended to express something that is expected or predicted, but it lacks clarity and proper context. Example: "According to anticipated outcomes, we expect to see significant improvements in performance."
⚠ May contain grammatical issues
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
11 human-written examples
Consulting hours vary according to anticipated demand, and are not always the same week-to-week.
Academia
Consulting hours vary according to anticipated demand and are not always the same week-to-week.
Academia
The first is to understand how organisms and populations respond according to anticipated exposure routes, organisms' genome and physiology, and structure- physico-chemical properties of chemicals.
Science
The reliability analysis is performed for three relevant loading conditions: full load, ballast and partial load and for two states of the hull: the "as-built" hull and "corroded" hull according to anticipated 20-year corrosion.
Science
New York could try to buy the reactors, Mr. Bradford said, but might have to pay more than Entergy paid for them, since the company would probably estimate their value according to anticipated profits, which most experts believe makes them worth more than the company paid.
News & Media
To minimize QoS degradations during nonstationary packet loadings, predictive rate schedulers adapt the operation according to anticipated packet arrival rates deduced via specified estimation algorithm.
Human-verified similar examples from authoritative sources
Similar Expressions
49 human-written examples
Apparently bases were assigned according to the anticipated participation of the producer in the fluid market.
Academia
This chapter presents a detailed description of the hybrid system, its design philosophy, and equipment sizing according to the anticipated load profile.
With respect to patients with a poor hemato-oncologic prognosis (i.e., patients with no hope of survival), we believe that it is important to distinguish between two groups, according to the anticipated duration and quality of life.
Science
Chips are used in world-class events as well, in which elite runners line up at the front and all the others are seeded at the start according to their anticipated pace.
Science & Research
This method adjusts for the different levels of difficulty in the specific test papers children were given, which were chosen according to their anticipated abilities.
Science
Expert writing Tips
Best practice
Replace the phrase "according to anticipated" with more standard alternatives like "based on expected" or "as predicted" for clearer and more grammatically correct writing.
Common error
Avoid using "according to anticipated" as it is not standard English. Instead, use alternatives that clearly convey the meaning of expectation or prediction, enhancing clarity and credibility.
Source & Trust
60%
Authority and reliability
1.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to anticipated" functions as a prepositional phrase, attempting to express that something is based on expectations or predictions. However, it is not considered grammatically correct. Ludwig AI confirms its incorrect usage.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "according to anticipated" is considered grammatically incorrect and lacks clarity in standard English. Ludwig AI flags it as an invalid expression. It's intended to convey that something is based on a forecast or expectation, but more accurate alternatives like "based on expected", "as predicted", or "in line with expectations" should be used to ensure clear and credible communication. Choosing the right phrase will enhance the overall quality and professionalism of your writing, especially in academic, scientific, and business contexts.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on expected
Replaces "according to anticipated" with a more concise and grammatically sound phrase.
in line with expectations
Indicates that something aligns with what was predicted or hoped for.
as predicted
A shorter alternative that directly states something happened as foreseen.
as expected
Implies a less formal prediction. Focuses on the expected outcome rather than a structured anticipation.
consistent with projections
Suggests alignment with formal projections, often used in business or scientific contexts.
given the projected
Highlights the projection as a condition for a particular outcome.
taking into account anticipated
Emphasizes the consideration of future expectations when making a determination.
considering foreseen
Suggests careful thought about something that is foreseen, usually in a planning context.
reflecting the forecast
Highlights that something aligns with the forecast and demonstrates alignment.
in anticipation of
Indicates preparation for something expected.
FAQs
What are some alternatives to "according to anticipated"?
You can use phrases like "based on expected", "as predicted", or "in line with expectations" depending on the context.
Is "according to anticipated" grammatically correct?
No, "according to anticipated" is not considered grammatically correct in standard English. It's better to use clearer alternatives such as "as expected" or "based on projections".
How can I use "as expected" in a sentence?
You can use "as expected" in a sentence like: "As expected, the company's profits increased during the holiday season."
What is the difference between "according to anticipated" and "in anticipation of"?
"According to anticipated" is grammatically incorrect, while "in anticipation of" is a correct phrase that means "in expectation of" or "preparing for" something.
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
60%
Authority and reliability
1.8/5
Expert rating
Real-world application tested