# Amazon Forecast vs Amazon Personalize Comparison | | Amazon Forecast | Amazon Personalize | |---|---|---| | **Star Rating** | 4.3 out of 5 | 4.3 out of 5 | | **Total Reviews** | 101 | 32 | | **Largest Market Segment** | Small-Business (48.5% of reviews) | Mid-Market (46.9% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Amazon Forecast Pros: - Ease of Use (14 reviews) - Forecasting Accuracy (13 reviews) Cons: - Expensive (11 reviews) - Complexity (9 reviews) ### Amazon Personalize Pros: - Personalization (9 reviews) - Ease of Use (8 reviews) Cons: - Expensive (8 reviews) - Difficult Learning (4 reviews) --- ## Ratings Comparison | Rating | Amazon Forecast | Amazon Personalize | |---|---|---| | **Meets Requirements** | 8.8 (84 reviews) | 9.1 (25 reviews) | | **Ease of Use** | 8.4 (86 reviews) | 8.8 (27 reviews) | | **Ease of Setup** | 8.3 (42 reviews) | 8.9 (27 reviews) | | **Ease of Admin** | 7.9 (27 reviews) | 9.1 (13 reviews) | | **Quality of Support** | 8.8 (85 reviews) | 9.0 (24 reviews) | | **Has the product been a good partner in doing business?** | 8.9 (27 reviews) | 9.4 (13 reviews) | | **Product Direction (% positive)** | 8.5 (85 reviews) | 8.5 (23 reviews) | --- ## Pricing ### Amazon Forecast #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Amazon Personalize #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Machine Learning | Product | Score | Reviews | |---|---|---| | **Amazon Forecast** | 9.3/10 | 21 | | **Amazon Personalize** | 9.3/10 | 18 | #### Integration - Machine Learning | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **Integration** | 9.3 (10 reviews) | 10.0 (6 reviews) | #### Learning - Machine Learning | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **Training Data** | 9.1 (19 reviews) | 8.8 (12 reviews) | | **Actionable Insights** | 9.8 (17 reviews) | 9.4 (8 reviews) | | **Algorithm** | 8.9 (9 reviews) | 8.9 (12 reviews) | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **Amazon Forecast** | 8.6/10 | 39 | | **Amazon Personalize** | N/A | N/A | #### Statistical Tool | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **Scripting** | 8.4 (29 reviews) | Not enough data | | **Data Mining** | 8.8 (28 reviews) | Not enough data | | **Algorithms** | 8.7 (35 reviews) | Not enough data | #### Data Analysis | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **Analysis** | 8.8 (34 reviews) | Not enough data | | **Data Interaction** | 8.2 (31 reviews) | Not enough data | #### Decision Making | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **Modeling** | 8.4 (34 reviews) | Not enough data | | **Data Visualizations** | 8.9 (29 reviews) | Not enough data | | **Report Generation** | 8.6 (30 reviews) | Not enough data | | **Data Unification** | 8.7 (30 reviews) | Not enough data | #### Generative AI | Feature | Amazon Forecast | Amazon Personalize | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Machine Learning Software](https://www.g2.com/categories/machine-learning) **Unique to Amazon Forecast (2):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence) --- ## Reviewer Demographics ### By Company Size | Segment | Amazon Forecast | Amazon Personalize | |---|---|---| | **Small-Business** | 48.5% | 40.6% | | **Mid-Market** | 36.6% | 46.9% | | **Enterprise** | 14.9% | 12.5% | ### By Industry #### Amazon Forecast - **Computer Software:** 17.8% - **Information Technology and Services:** 15.8% - **Retail:** 5.9% - **Financial Services:** 5.9% - **Education Management:** 4.0% - **Accounting:** 3.0% - **Apparel & Fashion:** 3.0% - **Consumer Goods:** 3.0% - **Insurance:** 3.0% - **Hospital & Health Care:** 3.0% - **Other:** 35.6% #### Amazon Personalize - **Information Technology and Services:** 21.9% - **Computer Software:** 9.4% - **Marketing and Advertising:** 6.3% - **Insurance:** 6.3% - **Broadcast Media:** 6.3% - **Consumer Services:** 6.3% - **Arts and Crafts:** 3.1% - **Automotive:** 3.1% - **Capital Markets:** 3.1% - **Consumer Goods:** 3.1% - **Other:** 31.3% --- ## Alternatives ### Alternatives to Amazon Forecast - [Azure Time Series Insights](https://www.g2.com/products/azure-time-series-insights/reviews) — 4.1/5 stars (53 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3648 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (654 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (902 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (725 reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Adobe Analytics](https://www.g2.com/products/adobe-analytics/reviews) — 4.2/5 stars (1214 reviews) ### Alternatives to Amazon Personalize - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (654 reviews) - [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) — 4.5/5 stars (32 reviews) - [Phrase Localization Platform](https://www.g2.com/products/phrase-localization-platform/reviews) — 4.5/5 stars (1277 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5560 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1941 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (796 reviews) - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (725 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) --- ## Top Discussions ### Amazon Forecast No discussions available for this product. ### Amazon Personalize No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-forecast-vs-amazon-personalize)