--- title: DataMelt Reviews meta_title: 'DataMelt Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 10 reviews by the users' company size, role or industry to find out how DataMelt works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 10 scale: '5' date_modified: '2026-06-04' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # DataMelt Reviews **Vendor:** Jwork **Category:** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis) **Average Rating:** 4.4/5.0 **Total Reviews:** 10 ## About DataMelt DataMelt is a computational environment that allows you to perform data analysis, mathematical and statistical calculations using scripting languages (Python/Jython, BeanShell, Groovy, JRuby, Matlab/Octave) on the Java and Android platforms. ## DataMelt Reviews ### 1. Best tool for data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Rishabh M. | Digital Marketing Manager, Enterprise (> 1000 emp.) **Reviewed Date:** April 09, 2024 **What do you like best about DataMelt?** we were a bit sceptical in the beginning when we thought of going with this tool, but after integration, we found this tool is very useful for our data analyst to analyze the data at our fingertips, this tool also supports multi-languages but we are using Python and we are able to understand our business metrics by visualizing the data, and their support is also good. **What do you dislike about DataMelt?** I felt for a small org going live is a bit challenge and cost is more. **What problems is DataMelt solving and how is that benefiting you?** it is solving mostly data queries at a big scale and it is easy to pull the data based on requirements. ### 2. Useful for analysis **Rating:** 2.5/5.0 stars **Reviewed by:** chinmayyee r. | Lead Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** April 09, 2024 **What do you like best about DataMelt?** The basics like data cleaning, manipulation etc is good **What do you dislike about DataMelt?** While its basic functions are free, its paid competitions are better I feel **What problems is DataMelt solving and how is that benefiting you?** Can analyze data on the go Saves lots of effort in manual time spent ### 3. One of the good data analytic open source tools used recently **Rating:** 4.0/5.0 stars **Reviewed by:** Mani C. | Data Processing Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** August 15, 2023 **What do you like best about DataMelt?** Integration of various apps inside the tool like Python, and pandas, makes it convenient for data visualization and data cleaning for better understanding. When compared with other software like powerBi and Zoho Analytics, I would prefer to use DataMelt. Ans the community forum is very much useful for difficult and new queries day by day. **What do you dislike about DataMelt?** To access the large data sets which would be more convenient in software like Tableau. That feature is missing in this tool. A new person who doesn't know anything but knows only Excel will struggle a lot with using this software . So basics intro or tutorial videos can be posted on their youtube channel to increase the user base by making it convenient for new users. **What problems is DataMelt solving and how is that benefiting you?** As an analytic tool, Datamelt Solve provides a detail-oriented structural analysis which is very much good compared to the products in the market. On my personal opinion I would prefer an user to go with DataMelt. ### 4. Numeric Computations and BIG Data Analysis statisticaly **Rating:** 5.0/5.0 stars **Reviewed by:** Vijay Kumar S. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 29, 2024 **What do you like best about DataMelt?** Data visualisation and computation, specially the Data mining process of Dmelt (DataMelt) **What do you dislike about DataMelt?** Decision Tree Issues in Artificial Intelligence Category **What problems is DataMelt solving and how is that benefiting you?** It helped in Data visualisation and Statistical analysis of Large Data or Big Data. It helped me in data mining Via AI and Data fitting and GUI. ### 5. Good analytics tool **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul S. | Digital Marketing Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** August 21, 2023 **What do you like best about DataMelt?** Data melt is a good tool to analyse the data. It helps in cleaning the data as well. Visualizing the data in his tool is really good. All the insights are available easily. **What do you dislike about DataMelt?** Its bit difficult to analyse large sets of data on this tool. But this is better than Excel. Sometimes when you try to see large data it hangs and then we have to refresh it again and again that becomes sometimes frustating. **What problems is DataMelt solving and how is that benefiting you?** Data melt is helping in analysing all the metrics in a very easy and nice way. A person who is very new to data he will also be able to see desired data. ### 6. DataMelt is a Flexible and powerful tool for Data Analysis. **Rating:** 5.0/5.0 stars **Reviewed by:** Santosh M. | Business Head, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2023 **What do you like best about DataMelt?** The graphical user interface of DataMelt makes it easy to use. This is a portable tool and works with a number of operating system such as MAC,Windows and Linux. **What do you dislike about DataMelt?** To learn how to use DataMelt it can take some time due to it's complexity. Large Dataset can this tool sluggish. Like other data analysis tool such as PYTHON/R,DataMelt is not that popular. **What problems is DataMelt solving and how is that benefiting you?** With the help of DataMelt it helped us to easily analyse data from different sources such as spreaddsheets,databases and text files. DataMelt can perform mathematical operations like solving equations smoothly. ### 7. Hastel Free... DataMelt **Rating:** 5.0/5.0 stars **Reviewed by:** Halima S. | Enterprise (> 1000 emp.) **Reviewed Date:** August 18, 2023 **What do you like best about DataMelt?** Best part about datMelt is, it is a portable application. No installation is needed, simply download and unzip the package and it is all set. This is the easiest thing. **What do you dislike about DataMelt?** There is nothing to dislike because it is userfriendly and can be used by anybody and everybody. Basically helps in several scripting languages for Java Program. **What problems is DataMelt solving and how is that benefiting you?** Best part about datMelt is, it is a portable application. No installation is needed, simply download and unzip the package and it is all set. This is the easiest thing. ### 8. Analyse data promptly **Rating:** 5.0/5.0 stars **Reviewed by:** Arun K. | RESEARCH ASSISTANT, Biotechnology, Small-Business (50 or fewer emp.) **Reviewed Date:** August 17, 2023 **What do you like best about DataMelt?** Datamelt is a simple but highly effective tool to analyse complex data. The tool has made our analysis easier from complex set of raw data **What do you dislike about DataMelt?** The tool runs without any error. Thus makes it no dislike. **What problems is DataMelt solving and how is that benefiting you?** We usually have large volume of data where analysing the statistics is important where in datamelt stepsin. ### 9. Easy and Excellent Results **Rating:** 5.0/5.0 stars **Reviewed by:** Abhijeet K. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 28, 2023 **What do you like best about DataMelt?** -Easy To Use - Easy Interface - Excellent Results **What do you dislike about DataMelt?** I don't find anything as of now that I dislike about Datamelt **What problems is DataMelt solving and how is that benefiting you?** Projecting vehicle supply and demand based on the user volume ### 10. Good Free Data Analysis Tool **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** August 29, 2020 **What do you like best about DataMelt?** DataMelt is a good open source software that has the basic components in order to do data analysis, numeric computation, statistic analysis, and graphing of the corresponding results. It is good for integration with Python/Java for improved analysis and data overlay. There is a community forum to tackle more difficult issues, but the forum is not large enough for unique issues. Another benefit is that it can be used on any hardware. **What do you dislike about DataMelt?** It is a more advanced type of program that is difficult for beginners to utilize. There is not much aid for those that have no type of data analysis or coding experience and is thus not recommended for them. A minor con of this software is there is a small fee for a large amount of documentation for examples that would be beneficial for some users. Still, there is an online manual but it is not comprehensive. **Recommendations to others considering DataMelt:** My recommendation is the same as my answer above, which is this software should only be used by advanced users in programming and data analysis. Those that do not have this experience will not be able to use the software appropriately and should explore more basic options or sources. **What problems is DataMelt solving and how is that benefiting you?** DataMelt is mainly being utilized to analyze data and code associated with research products. Again, it is pretty powerful in these concepts for more advanced users. Its output are also sometimes better than other software options. ## DataMelt Discussions - [What is DataMelt used for?](https://www.g2.com/discussions/what-is-datamelt-used-for) - [View DataMelt pricing details and edition comparison](https://www.g2.com/products/datamelt/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-28+00%3A47%3A07+-0500&secure%5Bsession_id%5D=047b4da3-8361-4ea5-aead-31916f3f1c6e&secure%5Btoken%5D=654bffbe04574da05cf2600ffc987c1409e16285a241c7fecbfa5c548e3c9276&format=llm_user) ## DataMelt Features **Administration** - Quality Control - Data Sampling - Collaboration **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Methodology** - ANOVA Support - Regression - Time Series Analysis **Generative AI** - AI Text Generation - AI Text Summarization ## Top DataMelt Alternatives - [Qualtrics Market Research](https://www.g2.com/products/qualtrics-market-research/reviews) - 4.4/5.0 (2,912 reviews) - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) - 4.2/5.0 (893 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - 4.3/5.0 (758 reviews)