Total Products under this Category: 75
Last updated: October 21, 2026
Why You Can Trust G2's Software Rankings:
G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.
Highlighted products: Databricks, Data 360 (formerly Salesforce Data Cloud), Vast Data, and Frontier.
Underlying data: [Grid® JSON](https://www.g2.com/categories/data-management-software/grids.json?focus%5B%5D=databricks&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=vast-data&focus%5B%5D=exportly-frontier)
Modak Nabu™ cloud data integration platform that hydrates and curates your lakehouse at petabyte scale, on your stack, on any cloud, end to end.
Noctil is a configurable metadata infrastructure platform for music and audiovisual rights and royalty processing. Powered by its four core engines—DataFort, MatchIQ, ProcessEngine, and OrgLink—Noctil helps music publishers, labels, CMOs, and catalog investors ingest CWR/DDEX data, automate matching, and reconcile global royalties.
Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.
Reduce storage costs without sacrificing performance. High costs often come from holding on to data you no longer need. Pentaho helps you detect and retire ROT (redundant, obsolete, trivial data), tier storage more effectively, and improve overall data handling performance. Use it to: Optimize how data is stored, processed, and retrieved Improve system performance Eliminate data clutter that slows you down
Rons Data Compare: Compare, review and synchronize CSV and tabular data files.
Lakehouse Management Tools
Softaken Office 365 to IMAP Migration Tool is the expert way to migrate Office 365 Mailbox to any IMAP Server Account.
SPREAD AI features a unified product ontology that ingests and connects engineering data from enterprise sources, including product lifecycle management systems, issue trackers, software systems, and enterprise resource planning software. Engineering and production teams use modules such as Requirements Manager, Product Explorer, and ErrorInspector to analyze project specifications, trace technical relationships across components, and perform root-cause analysis of defects.
Terac is an expert network and workflow platform that helps companies source, vet, and manage specialized professionals for AI training, evaluations, and research projects. Companies use Terac to quickly access vetted experts across fields like healthcare, finance, legal, accounting, and software engineering - then manage everything from matching and onboarding to task delivery, quality review, and payouts in one platform. Terac helps AI labs, research teams, and enterprises collect high-quality human expertise for workflows where generic crowdsourcing platforms fall short. Our platform combines: Expert sourcing and verification Domain-specific matching Structured task workflows Quality assurance Global payouts and operations management Whether a company needs healthcare professionals reviewing medical scenarios, finance experts evaluating investment prompts, or engineers improving AI outputs, Terac makes it easy to scale expert-powered workflows globally.
Everyone wants to generate more leads for their B2B business, and we cracked the code. Virio is building the AI marketer that writes LinkedIn content for every employee at your company. Backed by execs from Notion, Rippling, Hubspot, and the biggest creators on LinkedIn. Book a call if you want to learn more.
