--- title: Amazon Forecast Reviews meta_title: 'Amazon Forecast Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 102 reviews by the users' company size, role or industry to find out how Amazon Forecast works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 102 scale: '5' date_modified: '2026-09-23' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence ---

Amazon Forecast Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users find Amazon Forecast to be user-friendly, offering accurate predictions without requiring machine learning expertise. (14 mentions)
Users value the high forecasting accuracy of Amazon Forecast, leveraging advanced ML to produce dependable predictions effortlessly. (13 mentions)
Users value the high accuracy of Amazon Forecast, benefiting from reliable results through advanced machine learning technology. (11 mentions)
Users appreciate the high accuracy and ease of use of Amazon Forecast, leveraging advanced ML for reliable predictions. (10 mentions)
Users value the high accuracy of Amazon Forecast, benefiting from reliable results powered by advanced ML technology. (7 mentions)
Users express concern over the high costs of Amazon Forecast, particularly with large datasets and frequent predictions. (11 mentions)
Users find Amazon Forecast's complexity in setup and use frustrating, particularly affecting those unfamiliar with AWS services. (9 mentions)
Users find the steep learning curve of Amazon Forecast challenging, especially for those not familiar with AWS. (6 mentions)
Users express concern over the high costs of Amazon Forecast, especially when scaling for larger datasets. (5 mentions)
Users find that the cost escalates quickly with large datasets and frequent model retraining, impacting budget management. (5 mentions)

5 Pros or Advantages of Amazon Forecast

1. Ease of Use
Users find Amazon Forecast to be user-friendly, offering accurate predictions without requiring machine learning expertise.
See 14 mentions

See Related User Reviews

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you like about Amazon Forecast?

What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML exper

Verified User
U

Verified User

Mid-Market (51-1000 emp.)

4.0/5

"Low Barrier to Entry—Fast Value Without a Full Expert Team"

What do you like about Amazon Forecast?

Low barrier to entry as you don’t need a full team with expert people to get value fast.

2. Forecasting Accuracy
Users value the high forecasting accuracy of Amazon Forecast, leveraging advanced ML to produce dependable predictions effortlessly.
See 13 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you like about Amazon Forecast?

What I like best is the high accuracy powered by the same ML technology used at Amazon.com. It handles complex relationships between variables like pr

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you like about Amazon Forecast?

What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML exper

3. Accuracy
Users value the high accuracy of Amazon Forecast, benefiting from reliable results through advanced machine learning technology.
See 11 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you like about Amazon Forecast?

What I like best is the high accuracy powered by the same ML technology used at Amazon.com. It handles complex relationships between variables like pr

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you like about Amazon Forecast?

What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML exper

4. Machine Learning
Users appreciate the high accuracy and ease of use of Amazon Forecast, leveraging advanced ML for reliable predictions.
See 10 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you like about Amazon Forecast?

What I like best is the high accuracy powered by the same ML technology used at Amazon.com. It handles complex relationships between variables like pr

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you like about Amazon Forecast?

What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML exper

5. Quality
Users value the high accuracy of Amazon Forecast, benefiting from reliable results powered by advanced ML technology.
See 7 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you like about Amazon Forecast?

What I like best is the high accuracy powered by the same ML technology used at Amazon.com. It handles complex relationships between variables like pr

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you like about Amazon Forecast?

What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML exper

5 Cons or Disadvantages of Amazon Forecast

1. Expensive
Users express concern over the high costs of Amazon Forecast, particularly with large datasets and frequent predictions.
See 11 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you dislike about Amazon Forecast?

The cost can escalate quickly when dealing with massive datasets or frequent model retraining. While it's cost-effective for small-to-medium projects,

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you dislike about Amazon Forecast?

One thing I dislike about Amazon Forecast is that it can get expensive when you’re working with large datasets or running predictions frequently. On t

2. Complexity
Users find Amazon Forecast's complexity in setup and use frustrating, particularly affecting those unfamiliar with AWS services.
See 9 mentions

See Related User Reviews

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you dislike about Amazon Forecast?

One thing I dislike about Amazon Forecast is that it can get expensive when you’re working with large datasets or running predictions frequently. On t

Anson D.
AD

Anson D.

Mid-Market (51-1000 emp.)

3.5/5

"Accurate Forecasts at Scale, but Setup and Repeated Runs Can Be Costly"

What do you dislike about Amazon Forecast?

The configuration process may seem complicated at first, especially in data preparation and organization. Cost might be considered a concern if predic

3. Learning Curve
Users find the steep learning curve of Amazon Forecast challenging, especially for those not familiar with AWS.
See 6 mentions

See Related User Reviews

Verified User
I

Verified User

Mid-Market (51-1000 emp.)

4.0/5

"Accurate, Automated Time-Series Forecasting at Massive Scale—No ML Expertise Needed"

What do you dislike about Amazon Forecast?

Users find the service expensive and difficult to set up or understand, especially for smaller businesses. They also mention a lack of customization,

DB

Dev B.

Mid-Market (51-1000 emp.)

5.0/5

"Probabilistic Forecasts with Confidence Intervals That Inspire Trust"

What do you dislike about Amazon Forecast?

The main things I dislike about Amazon Forecast are the steep learning curve for non-AWS users, the high costs when you need to scale, and how heavily

4. Cost Issues
Users express concern over the high costs of Amazon Forecast, especially when scaling for larger datasets.
See 5 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you dislike about Amazon Forecast?

The cost can escalate quickly when dealing with massive datasets or frequent model retraining. While it's cost-effective for small-to-medium projects,

Aishee B.
AB

Aishee B.

Small-Business (50 or fewer emp.)

4.0/5

"Simple, Easy Setup with Helpful Support and Daily Forecast Updates"

What do you dislike about Amazon Forecast?

1. Cost increases when the data usage increases. 2. It is hard to understand how predictions are fully generated.

5. Large Dataset Handling
Users find that the cost escalates quickly with large datasets and frequent model retraining, impacting budget management.
See 5 mentions

See Related User Reviews

Nataporn C.
NC

Nataporn C.

Mid-Market (51-1000 emp.)

4.0/5

"Reliable Predictive Insights That Require Careful Cost Management"

What do you dislike about Amazon Forecast?

The cost can escalate quickly when dealing with massive datasets or frequent model retraining. While it's cost-effective for small-to-medium projects,

Mahmoud H.
MH

Mahmoud H.

Mid-Market (51-1000 emp.)

4.5/5

"Accurate ML Forecasting Without the Expertise—Seamless AWS Integration"

What do you dislike about Amazon Forecast?

One thing I dislike about Amazon Forecast is that it can get expensive when you’re working with large datasets or running predictions frequently. On t

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Amazon Forecast Reviews (102)

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Reviews

Amazon Forecast Reviews (102)

View 1 Video Reviews
4.3
102 reviews
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Verified User in Cosmetics
UC
Verified User in Cosmetics
Enterprise (> 1000 emp.)
"Powerful AI to keep track of business growth!"
4.5/5
What do you like best about Amazon Forecast?

Nowadays AI is taking over on possibly everything and it makes sense because of the capabilities it can give us, in Amazon Forcast they have made a deep learning API that can provide predictions based on the user variables provided. Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Have not seen anything which is a negative side here as it is indeed a very nice tool made by amazon which makes it overall nice so and in addition, we get good support. Review collected by and hosted on G2.com.

Sayam R.
SR
Sayam R.
Data Analyst - Marketing Ops
Small-Business (50 or fewer emp.)
"Improving Insights by 10X"
5/5
What do you like best about Amazon Forecast?

It helps you accurately get insights for the specifics that you need at utmost accuracy and speed! Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

No cons till now! It has a good scale of Operation Review collected by and hosted on G2.com.

SAIF UR R.
SR
SAIF UR R.
Software Engineer
Small-Business (50 or fewer emp.)
"It was great!"
5/5
What do you like best about Amazon Forecast?

Its service was really great. I would encourage others to use it. Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Nothing. Its service was really great. I would encourage others to use it. Review collected by and hosted on G2.com.

Aboobacker F.
AF
Aboobacker F.
Public Relations Officer
Small-Business (50 or fewer emp.)
"Average"
2.5/5
What do you like best about Amazon Forecast?

Accuracy and prediction about the pricing Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Sometime the price forecasted is not accurate Review collected by and hosted on G2.com.

MA
Maysara A.
SOC Analyst
Enterprise (> 1000 emp.)
"Many features and helpful"
4.5/5
What do you like best about Amazon Forecast?

Machine learning time-series forecasting Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

The way of working processs I. Supply chain Review collected by and hosted on G2.com.

Philippe G.
PG
Philippe G.
Solutions Architect
Mid-Market (51-1000 emp.)
"Good AutoML solution to get started"
4/5
What do you like best about Amazon Forecast?

It's easy to get started with your datasets and easy to select a model suited to your needs Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Like all Amazon services, it works best when you are deeply embedded in the Amazon ecosystem Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Verified User in Information Technology and Services
Small-Business (50 or fewer emp.)
"Highly Recommend for accurate forecasting"
4.5/5
What do you like best about Amazon Forecast?

Ability to automatically identify patterns and trends in data saving me time Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Unable to customize in terms of tweaking the algorithm to fit my needs Review collected by and hosted on G2.com.

Verified User in Computer Software
AC
Verified User in Computer Software
Mid-Market (51-1000 emp.)
"Service that made forecasting feature easy"
4/5
What do you like best about Amazon Forecast?

This service made us leverage time series forecasting on capacity projections in the different aspects of our products. Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

There should have been a customizable feature in choosing the latest forecasting algorithm to opt such as ensemble models Review collected by and hosted on G2.com.

Verified User in Retail
UR
Verified User in Retail
Small-Business (50 or fewer emp.)
"Forecasting"
2.5/5
What do you like best about Amazon Forecast?

Automated ordering system using Forecasting Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

Some information is not accurate to forecasting. Review collected by and hosted on G2.com.

Stephanie B.
SB
Stephanie B.
Technician
Computer Software
Mid-Market (51-1000 emp.)
"I love it"
3.5/5
What do you like best about Amazon Forecast?

I enjoy the financial planning, resource planning and product demand planning. You can secure your business data and reduce forecasting time from months to hours. When the business purchased the software we were so excited to learn more about the software. I then signed a contract with Amazon and I can put and look at the software anytime I want. Review collected by and hosted on G2.com.

What do you dislike about Amazon Forecast?

There is nothing I dislike. When the business purchased the software we were so excited to learn more about the software. I then signed a contract with Amazon and I can put and look at the software anytime I want. Review collected by and hosted on G2.com.

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