# AWS IoT Analytics, TrendMiner vs Trendalyze Comparison | | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.6 out of 5 | | **Total Reviews** | 20 | 179 | 19 | | **Largest Market Segment** | Small-Business (50.0% of reviews) | Enterprise (53.1% of reviews) | Enterprise (50.0% of reviews) | | **Entry Level Price** | No pricing available | Contact Us | $3,500.00 1 USER month / billed annually | --- ## Top Pros & Cons ### AWS IoT Analytics **Not enough data** ### TrendMiner Pros: - Ease of Use (25 reviews) - Speed (12 reviews) Cons: - Complex Usability (12 reviews) - Difficult Learning (6 reviews) ### Trendalyze **Not enough data** --- ## Ratings Comparison | Rating | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Meets Requirements** | 8.8 (13 reviews) | 8.6 (158 reviews) | 9.0 (12 reviews) | | **Ease of Use** | 8.7 (13 reviews) | 8.8 (162 reviews) | 9.6 (12 reviews) | | **Ease of Setup** | Not enough data | 8.4 (59 reviews) | 8.3 (8 reviews) | | **Ease of Admin** | Not enough data | 8.5 (37 reviews) | 8.1 (8 reviews) | | **Quality of Support** | 8.6 (13 reviews) | 9.2 (154 reviews) | 8.5 (12 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 9.3 (44 reviews) | 9.2 (8 reviews) | | **Product Direction (% positive)** | 8.9 (11 reviews) | 9.5 (157 reviews) | 9.0 (12 reviews) | --- ## Pricing ### AWS IoT Analytics #### Entry-Level Pricing No pricing available #### Free Trial No information available ### TrendMiner #### Entry-Level Pricing Plan: Custom Price: Contact Us Description: TrendMiner is priced to fit your company size. You can request more details here: https://www.trendminer.com/pricing/ Key Features: - Custom pricing [Learn more about TrendMiner](https://www.g2.com/products/trendminer/reviews) #### Free Trial No ### Trendalyze #### Entry-Level Pricing Plan: Motif Intelligence Price: $3,500.00 1 USER month / billed annually Description: NA Key Features: - Detection and prediction of trends in real-time streaming data generating alerts or signals for action automation. Motif Monitoring Motif Prediction Signal Generation Server & APIs Motif Explorer (1 User) [Browse all 2 editions](https://www.g2.com/products/trendalyze/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Manufacturing Intelligence | Product | Score | Reviews | |---|---|---| | **AWS IoT Analytics** | N/A | N/A | | **TrendMiner** | 7.8/10 | 75 | | **Trendalyze** | N/A | N/A | #### Data Management | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Aggregation** | Not enough data | 8.3 (71 reviews) | Not enough data | | **Data Models** | Not enough data | 7.7 (69 reviews) | Not enough data | | **Propagation** | Not enough data | 7.6 (65 reviews) | Not enough data | | **Data Collection** | Not enough data | 8.5 (69 reviews) | Not enough data | | **Cleansing** | Not enough data | 7.6 (63 reviews) | Not enough data | #### Analytics | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **KPIs** | Not enough data | 8.3 (65 reviews) | Not enough data | | **Real Time** | Not enough data | 8.9 (70 reviews) | Not enough data | | **Dashboards** | Not enough data | 8.1 (73 reviews) | Not enough data | #### Agentic AI - Manufacturing Intelligence | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Proactive Assistance** | Not enough data | 5.2 (10 reviews) | Not enough data | ### IoT Analytics Platforms | Product | Score | Reviews | |---|---|---| | **AWS IoT Analytics** | 8.6/10 | 9 | | **TrendMiner** | 8.5/10 | 41 | | **Trendalyze** | N/A | N/A | #### Data Sources | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Pre-Built Connectors** | 8.6 (6 reviews) | 7.9 (40 reviews) | Not enough data | | **API** | 8.1 (7 reviews) | 7.8 (39 reviews) | Not enough data | | **Performance and Stability** | 8.6 (7 reviews) | 8.8 (40 reviews) | Not enough data | #### Analytics | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Queries** | 8.8 (7 reviews) | 8.1 (39 reviews) | Not enough data | | **Dashboards** | 8.1 (7 reviews) | 8.1 (39 reviews) | Not enough data | | **Visualizations** | 8.8 (7 reviews) | 8.8 (40 reviews) | Not enough data | | **Insights** | 9.0 (7 reviews) | 8.5 (40 reviews) | Not enough data | #### Metrics | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Device Performance** | 8.6 (7 reviews) | 8.3 (39 reviews) | Not enough data | | **Operational Performance** | 8.8 (7 reviews) | 8.7 (40 reviews) | Not enough data | | **Environmental Conditions** | 8.8 (7 reviews) | 8.3 (40 reviews) | Not enough data | | **Resource Usage** | 8.6 (7 reviews) | 8.7 (40 reviews) | Not enough data | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **AWS IoT Analytics** | N/A | N/A | | **TrendMiner** | 8.1/10 | 84 | | **Trendalyze** | N/A | N/A | #### Statistical Tool | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Scripting** | Not enough data | 7.4 (66 reviews) | Not enough data | | **Data Mining** | Not enough data | 8.6 (74 reviews) | Not enough data | | **Algorithms** | Not enough data | 7.7 (70 reviews) | Not enough data | #### Data Analysis | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Analysis** | Not enough data | 9.0 (80 reviews) | Not enough data | | **Data Interaction** | Not enough data | 8.5 (76 reviews) | Not enough data | #### Decision Making | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Modeling** | Not enough data | 8.0 (76 reviews) | Not enough data | | **Data Visualizations** | Not enough data | 8.9 (81 reviews) | Not enough data | | **Report Generation** | Not enough data | 8.2 (75 reviews) | Not enough data | | **Data Unification** | Not enough data | 8.3 (72 reviews) | Not enough data | #### Generative AI | Feature | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **AI Text Generation** | Not enough data | 6.6 (45 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 6.6 (45 reviews) | Not enough data | --- ## Categories **Unique to AWS IoT Analytics (1):** [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms) **Unique to TrendMiner (4):** [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence), [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms) **Unique to Trendalyze (2):** [Time Series Databases](https://www.g2.com/categories/time-series-databases), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence) --- ## Reviewer Demographics ### By Company Size | Segment | AWS IoT Analytics | TrendMiner | Trendalyze | |---|---|---|---| | **Small-Business** | 50.0% | 12.4% | 33.3% | | **Mid-Market** | 31.3% | 34.5% | 16.7% | | **Enterprise** | 18.8% | 53.1% | 50.0% | ### By Industry #### AWS IoT Analytics - **Information Technology and Services:** 25.0% - **Pharmaceuticals:** 12.5% - **Telecommunications:** 6.3% - **Marketing and Advertising:** 6.3% - **Management Consulting:** 6.3% - **Higher Education:** 6.3% - **Farming:** 6.3% - **Electrical/Electronic Manufacturing:** 6.3% - **Computer Software:** 6.3% - **Computer & Network Security:** 6.3% - **Other:** 12.5% #### TrendMiner - **Chemicals:** 50.8% - **Oil & Energy:** 7.9% - **Computer Software:** 4.5% - **Manufacturing:** 2.8% - **Food Production:** 2.8% - **Plastics:** 2.8% - **Mechanical or Industrial Engineering:** 2.3% - **Mining & Metals:** 2.3% - **Accounting:** 1.7% - **Automotive:** 1.7% - **Other:** 20.3% #### Trendalyze - **Financial Services:** 25.0% - **Computer Software:** 25.0% - **Translation and Localization:** 8.3% - **Research:** 8.3% - **Legal Services:** 8.3% - **Information Technology and Services:** 8.3% - **Higher Education:** 8.3% - **Banking:** 8.3% --- ## Alternatives ### Alternatives to AWS IoT Analytics - [Google Cloud IoT Core](https://www.g2.com/products/google-cloud-iot-core/reviews) — 4.1/5 stars (30 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews) - [ThingSpeak](https://www.g2.com/products/thingspeak/reviews) — 4.3/5 stars (15 reviews) - [SAP Business Technology Platform](https://www.g2.com/products/sap-business-technology-platform/reviews) — 4.4/5 stars (417 reviews) - [ThingsBoard](https://www.g2.com/products/thingsboard/reviews) — 4.4/5 stars (7 reviews) - [IBM Watson IoT Platform](https://www.g2.com/products/ibm-watson-iot-platform/reviews) — 4.5/5 stars (22 reviews) - [Seeq](https://www.g2.com/products/seeq/reviews) — 4.6/5 stars (150 reviews) - [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews) — 4.2/5 stars (90 reviews) - [SensorCloud](https://www.g2.com/products/sensorcloud/reviews) — 4.1/5 stars (23 reviews) - [GE Vernova APM](https://www.g2.com/products/ge-vernova-apm/reviews) — 4.4/5 stars (62 reviews) ### Alternatives to TrendMiner - [Seeq](https://www.g2.com/products/seeq/reviews) — 4.6/5 stars (150 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews) - [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) ### Alternatives to Trendalyze - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Seeq](https://www.g2.com/products/seeq/reviews) — 4.6/5 stars (150 reviews) - [Epsilon3](https://www.g2.com/products/epsilon3/reviews) — 4.2/5 stars (260 reviews) - [InfluxDB](https://www.g2.com/products/influxdata-influxdb/reviews) — 4.4/5 stars (101 reviews) - [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews) - [Azure Time Series Insights](https://www.g2.com/products/azure-time-series-insights/reviews) — 4.1/5 stars (53 reviews) - [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews) — 4.5/5 stars (36 reviews) - [Amazon Forecast](https://www.g2.com/products/amazon-forecast/reviews) — 4.3/5 stars (101 reviews) - [Prometheus](https://www.g2.com/products/prometheus/reviews) — 4.5/5 stars (62 reviews) - [Google Cloud Interference API](https://www.g2.com/products/google-cloud-interference-api/reviews) — 4.4/5 stars (79 reviews) --- ## Top Discussions ### AWS IoT Analytics - Title: [What are the two functions of AWS IoT Analytics?](https://www.g2.com/discussions/what-are-the-two-functions-of-aws-iot-analytics) — 1 comment > **Top comment:** "AWS IoT Analytics also supports time-series analyses so you can analyze the performance of devices over time and understand how and where they are being..." ### TrendMiner - Title: [What is TrendMiner used for?](https://www.g2.com/discussions/what-is-trendminer-used-for) — 1 comment *(includes official response)* > **Top comment:** "TrendMiner is used for advanced analytics in process manufacturing industries. Its primary functions and applications include: Real-Time Monitoring: It..." ### Trendalyze - Title: [What is the best way to prepare data?](https://www.g2.com/discussions/13360-what-is-the-best-way-to-prepare-data) — 1 comment, 1 upvote > **Top comment:** "We used the API You can also use the web interface if your data in CSV files or a database or on S3 or other cloud storage " - Title: [Looking for anybody to share experience about manufacturing sensor monitoring](https://www.g2.com/discussions/13247-looking-for-anybody-to-share-experience-about-manufacturing-sensor-monitoring) — 1 comment, 1 upvote > **Top comment:** "Trendalyze has a case study from turbine engines for US Navy " --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-iot-analytics-vs-trendminer-vs-trendalyze)