Link copied to clipboard # Astro by Astronomer vs Monte Carlo Comparison - What are their main differences? Share [ Export ](/compare/astro-by-astronomer/monte-carlo/export.csv) Astro by AstronomerMonte Carlo[+ Add Product](#) Pricing **Astro by Astronomer** Free Trial No pricing available **Monte Carlo** No pricing available **Pricing Insights** from reviews Time to Implement **Astro by Astronomer** 2 months Based on 13 responses **Monte Carlo** 2 months Based on 7 responses Return on Investment **Astro by Astronomer** 18 months Based on 8 responses **Monte Carlo** 8 months10 months sooner Based on 6 responses Perceived Cost **Astro by Astronomer** $$$$$ **Monte Carlo** $$$$$ Average Discount **Astro by Astronomer** 11% **Monte Carlo** 19%8% more ![Astro by Astronomer](https://images.g2crowd.com/uploads/product/hd_favicon/c95a972acef07e91413c37641dc4ca8c/astro-by-astronomer.svg "Astro by Astronomer") ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") G2 offers free advice on this comparison. Chat with an expert How would you like to receive Software Advice? ![](/assets/advisor_router/laptop_form-f1a7012279826105416befde8d882ffc7589b1f9db09c93a1379d601cafe8e0d.svg) FormAnswer questions at your own pace, no call required. ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg) AI AgentChat live and get a recommendation in minutes. ![](/assets/advisor_router/phone_call_picker-c48821ec36f4182d8ee3e54cfbd3937500eec54d7b7e0cfb80dc80a8a733842f.svg) Phone CallTalk it through live with a software advisor. **Pros & Cons** from reviews **Astro by Astronomer** [ Ease of Use (25) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=1810489&qs=pros-and-cons#reviews)[ Efficiency Improvement (14) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=2297611&qs=pros-and-cons#reviews)[ Expensive (8) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=2297227&qs=pros-and-cons#reviews)[ Learning Difficulty (8) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=1810224&qs=pros-and-cons#reviews) **Monte Carlo** [ Ease of Use (112) ](https://www.g2.com/products/monte-carlo/reviews?filters%5Bsentiment_snippet%5D=1037324&qs=pros-and-cons#reviews)[ Alerts (107) ](https://www.g2.com/products/monte-carlo/reviews?filters%5Bsentiment_snippet%5D=1037074&qs=pros-and-cons#reviews)[ Alert Management (68) ](https://www.g2.com/products/monte-carlo/reviews?filters%5Bsentiment_snippet%5D=1035605&qs=pros-and-cons#reviews)[ Alert Overload (62) ](https://www.g2.com/products/monte-carlo/reviews?filters%5Bsentiment_snippet%5D=1035067&qs=pros-and-cons#reviews) Integrations **Astro by Astronomer** Not enough data **Monte Carlo** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7c8d43b5b00c44acc1a3d106c9a36f4c/alation.png "Product Avatar Image") Alation ](https://www.g2.com/products/alation/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a697fff464fa3e9e9509f963fc269fe1/anthropic-sdk.png "Product Avatar Image") Anthropic SDK ](https://www.g2.com/products/anthropic-sdk/reviews)[ View all ](https://www.g2.com/products/monte-carlo/integrations) Screenshots **Astro by Astronomer** No screenshot available **Monte Carlo** ![Monte Carlo screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1849247/agent-dashboard%282%29.png) **Ratings** from reviews Meets Requirements **Astro by Astronomer** 8.9 8.9106 **Monte Carlo** 8.4 8.4512 Ease of Use **Astro by Astronomer** 9.0 9.0109 **Monte Carlo** 8.3 8.3522 Ease of Setup **Astro by Astronomer** 8.7 8.774 **Monte Carlo** 8.2 8.2378 Ease of Admin **Astro by Astronomer** 8.8 8.857 **Monte Carlo** 8.5 8.5176 Quality of Support **Astro by Astronomer** 8.9 8.998 **Monte Carlo** 9.0 9.0458 Has the product been a good partner in doing business? **Astro by Astronomer** 9.0 9.057 **Monte Carlo** 9.3 9.3179 Product Direction (% positive) **Astro by Astronomer** 9.0 9.0103 **Monte Carlo** 8.8 8.8492 **Features** ratings from reviews DataOps Platforms 7.7 40 7.6 62 Data Observability 8.4 12 7.6 399 Workload Automation 8.1 71 Not enough data Data Fabric 8.8 20 Not enough data Database Monitoring Not enough data 7.6 273 AI Agent Observability Not enough data 9.3 19 Data Quality Not enough data 7.0 207 User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 13.5% Mid-Market(51-1000 emp.) 48.1% Enterprise(\> 1000 emp.) 38.3% Small-Business(50 or fewer emp.) 13.5% Mid-Market(51-1000 emp.) 48.1% Enterprise(\> 1000 emp.) 38.3% Small-Business(50 or fewer emp.) 4.7% Mid-Market(51-1000 emp.) 42.5% Enterprise(\> 1000 emp.) 52.8% Small-Business(50 or fewer emp.) 4.7% Mid-Market(51-1000 emp.) 42.5% Enterprise(\> 1000 emp.) 52.8% **Reviewers' Industry** [![Astro by Astronomer](https://images.g2crowd.com/uploads/product/hd_favicon/c95a972acef07e91413c37641dc4ca8c/astro-by-astronomer.svg "Astro by Astronomer")](https://www.g2.com/products/astro-by-astronomer/reviews) Astro by Astronomer Information Technology and Services 15.8% Financial Services 12.8% Computer Software 11.3% Online Media 6.0% Retail 5.3% Other 48.9% [![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo")](https://www.g2.com/products/monte-carlo/reviews) Monte Carlo Financial Services 13.1% Computer Software 11.9% Information Technology and Services 11.8% Manufacturing 3.9% Marketing and Advertising 3.4% Other 56.0% Alternatives **Astro by Astronomer Alternatives** ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![PagerDuty](https://images.g2crowd.com/uploads/product/hd_favicon/d1d426a36640ab716bab27171994b964/pagerduty.svg "PagerDuty") [ PagerDuty ](/products/pagerduty/reviews) ![Hightouch](https://images.g2crowd.com/uploads/product/hd_favicon/4e0c9eac0b98e80958b8094955e8a4b7/hightouch.svg "Hightouch") [ Hightouch ](/products/hightouch/reviews) ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran") [ Fivetran ](/products/fivetran/reviews) **Monte Carlo Alternatives** ![Acceldata](https://images.g2crowd.com/uploads/product/hd_favicon/217af7b707bcb9be751e0cd2ddba555c/acceldata.svg "Acceldata") [ Acceldata ](/products/acceldata/reviews) ![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo") [ Anomalo ](/products/anomalo/reviews) ![Datadog](https://images.g2crowd.com/uploads/product/hd_favicon/1498834114/datadog.svg "Datadog") [ Datadog ](/products/datadog/reviews) ![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda") [ Soda ](/products/soda/reviews)