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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Google BigQuery

    Score8.8 out of 10
    N/AGoogle's BigQuery is part of the Google Cloud Platform, a database-as-a-service (DBaaS) supporting the querying and rapid analysis of enterprise data.

    $6.25

    per TiB (after the 1st 1 TiB per month, which is free)

    OneStream

    Score8.8 out of 10
    Enterprise companies (1,001+ employees)
    OneStream is an enterprise finance platform that unifies financial and operational data, embeds AI for better decisions and productivity, and can extend to meet the evolving needs of businesses without adding technical debt. Presented as an operating system for modern Finance, it unifies core financial functions and empowering the CFO to become a critical driver of business strategy, innovation, and growth. It is a cloud-based platform that modernizes the Office of the CFO. The…

    $12

    per month billed yearly

    Pricing
    Google BigQueryOneStream
    Editions & Modules
    Standard edition
    $0.04 / slot hour
    Enterprise edition
    $0.06 / slot hour
    Enterprise Plus edition
    $0.10 / slot hour
    Free
    $0
    Basic
    $12
    per month billed annually
    Basic
    $15
    per month
    Standard
    $32
    per month billed annually
    Professional
    $39
    per month billed annually
    Standard
    $39
    per month
    Professional
    $49
    per month
    Enterprise
    $83
    per month billed annually
    Enterprise
    $99
    per month
    Offerings
    Pricing Offerings
    Google BigQueryOneStream
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeRequired
    Additional Details—The solution is only for Enterprises. Pricing for software is based on number of total users and one user gets all software functionality. Implementation would be based on what business problem or problems the solution will be used to solve, such as financial consolidation and reporting or planning or account reconciliations, etc.
    More Pricing Information
    Community Pulse
    Google BigQueryOneStream
    Considered Both Products
    Google
    No answer on this topic
    OneStream Software LLC
    No answer on this topic
    Key User Insights
    Would buy again
    98%
    Would buy again
    64 Answers
    98%
    Would buy again
    47 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    56 Answers
    100%
    Delivers good value for the price
    45 Answers
    Happy with the feature set
    97%
    Happy with the feature set
    63 Answers
    98%
    Happy with the feature set
    47 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    42 Answers
    95%
    Lived up to sales and marketing promises
    37 Answers
    Implementation went as expected
    100%
    Implementation went as expected
    59 Answers
    89%
    Implementation went as expected
    39 Answers
    Features
    Google BigQueryOneStream
    Database-as-a-Service
    Comparison of Database-as-a-Service features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    8.5
    80 Ratings
    1% above category average
    OneStream
    -
    Ratings
    Automatic software patching8.017 Ratings00 Ratings
    Database scalability9.079 Ratings00 Ratings
    Automated backups8.524 Ratings00 Ratings
    Database security provisions8.873 Ratings00 Ratings
    Monitoring and metrics8.675 Ratings00 Ratings
    Automatic host deployment8.013 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    6.4
    34 Ratings
    16% below category average
    Pixel Perfect reports00 Ratings6.428 Ratings
    Customizable dashboards00 Ratings6.434 Ratings
    Report Formatting Templates00 Ratings6.432 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    7.2
    44 Ratings
    7% below category average
    Drill-down analysis00 Ratings7.042 Ratings
    Formatting capabilities00 Ratings7.043 Ratings
    Report sharing and collaboration00 Ratings7.741 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    8.4
    40 Ratings
    6% above category average
    Publish to Web00 Ratings8.326 Ratings
    Publish to PDF00 Ratings8.439 Ratings
    Report Versioning00 Ratings8.334 Ratings
    Report Delivery Scheduling00 Ratings8.739 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    6.4
    36 Ratings
    14% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings6.036 Ratings
    Location Analytics / Geographic Visualization00 Ratings6.036 Ratings
    Predictive Analytics00 Ratings7.031 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    9.1
    44 Ratings
    8% above category average
    Multi-User Support (named login)00 Ratings9.343 Ratings
    Role-Based Security Model00 Ratings9.344 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings9.344 Ratings
    Report-Level Access Control00 Ratings9.020 Ratings
    Single Sign-On (SSO)00 Ratings8.343 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    6.8
    20 Ratings
    8% below category average
    Responsive Design for Web Access00 Ratings7.518 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings6.016 Ratings
    Budgeting, Planning, and Forecasting
    Comparison of Budgeting, Planning, and Forecasting features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    8.8
    47 Ratings
    9% above category average
    Long-term financial planning00 Ratings9.643 Ratings
    Financial budgeting00 Ratings9.344 Ratings
    Forecasting00 Ratings8.942 Ratings
    Scenario modeling00 Ratings7.641 Ratings
    Management reporting00 Ratings8.447 Ratings
    Consolidation and Close
    Comparison of Consolidation and Close features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    8.6
    47 Ratings
    10% above category average
    Financial data consolidation00 Ratings8.747 Ratings
    Journal entries and reports00 Ratings8.345 Ratings
    Multi-currency management00 Ratings8.344 Ratings
    Intercompany Eliminations00 Ratings9.044 Ratings
    Minority Ownership00 Ratings8.339 Ratings
    Local and consolidated reporting00 Ratings9.046 Ratings
    Detailed Audit Trails00 Ratings8.746 Ratings
    Financial Reporting and Compliance
    Comparison of Financial Reporting and Compliance features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    8.4
    47 Ratings
    3% above category average
    Financial Statement Reporting00 Ratings9.047 Ratings
    Management Reporting00 Ratings8.047 Ratings
    Excel-based Reporting00 Ratings8.346 Ratings
    Automated board and financial reporting00 Ratings7.743 Ratings
    XBRL support for regulatory filing00 Ratings9.11 Ratings
    Analytics and Reporting
    Comparison of Analytics and Reporting features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    7.2
    43 Ratings
    5% below category average
    Personalized dashboards00 Ratings7.743 Ratings
    Color-coded scorecards00 Ratings6.739 Ratings
    KPIs00 Ratings7.140 Ratings
    Cost and profitability analysis00 Ratings7.438 Ratings
    Key Performance Indicator setting00 Ratings6.737 Ratings
    Benchmarking with external data00 Ratings7.732 Ratings
    Integration
    Comparison of Integration features of Google BigQuery and OneStream
    Feature
    Google BigQuery
    -
    Ratings
    OneStream
    8.0
    46 Ratings
    1% below category average
    Flat file integration00 Ratings8.746 Ratings
    Excel data integration00 Ratings8.046 Ratings
    Direct links to 3rd-party data sources00 Ratings7.445 Ratings
    Best Alternatives
    Google BigQueryOneStream
    Small Businesses
    MongoDB Atlas
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    Azure Database
    Score8.8 out of 10
    IBM Planning Analytics
    Score8.5 out of 10
    Enterprises
    Google Cloud SQL
    Score8.7 out of 10
    Oracle Fusion Cloud Enterprise Performance Management
    Score7.2 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Google BigQueryOneStream
    Likelihood to Recommend
    9.0
    (79 ratings)
    9.0
    (48 ratings)
    Likelihood to Renew
    8.1
    (5 ratings)
    9.3
    (5 ratings)
    Usability
    6.6
    (6 ratings)
    9.0
    (6 ratings)
    Availability
    7.3
    (1 ratings)
    -
    (0 ratings)
    Performance
    6.4
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    4.8
    (11 ratings)
    8.5
    (4 ratings)
    Online Training
    -
    (0 ratings)
    6.4
    (1 ratings)
    Configurability
    6.4
    (1 ratings)
    -
    (0 ratings)
    Contract Terms and Pricing Model
    10.0
    (1 ratings)
    -
    (0 ratings)
    Ease of integration
    7.3
    (1 ratings)
    -
    (0 ratings)
    Product Scalability
    7.3
    (1 ratings)
    -
    (0 ratings)
    Professional Services
    8.2
    (2 ratings)
    -
    (0 ratings)
    User Testimonials
    Google BigQueryOneStream
    Likelihood to Recommend
    Google
    Event-based data can be captured seamlessly from our data layers (and exported to Google BigQuery). When events like page-views, clicks, add-to-cart are tracked, Google BigQuery can help efficiently with running queries to observe patterns in user behaviour. That intermediate step of trying to "untangle" event data is resolved by Google BigQuery. A scenario where it could possibly be less appropriate is when analysing "granular" details (like small changes to a database happening very frequently).
    Incentivized
    Read full review
    OneStream Software LLC
    Financial Planning / Forecasting, People Planning, and Financial Close and Consolidation are well suite while we are still evaluating GL Account Reconciliations and other solutions available via the Solution Exchange. Overall, we believe OneStream is going to allow us to "get out of excel" and perform Global Consolidation in the system
    Incentivized
    Read full review
    Pros
    Google
    • Realtime integration with Google Sheets.
    • GSheet data can be linked to a BigQuery table and the data in that sheet is ingested in realtime into BigQuery. It's a live 'sync' which means it supports insertions, deletions, and alterations. The only limitation here is the schema'; this remains static once the table is created.
    • Seamless integration with other GCP products.
    • A simple pipeline might look like this:-
    • GForms -> GSheets -> BigQuery -> Looker
    • It all links up really well and with ease.
    • One instance holds many projects.
    • Separating data into datamarts or datameshes is really easy in BigQuery, since one BigQuery instance can hold multiple projects; which are isolated collections of datasets.
    Incentivized
    Read full review
    OneStream Software LLC
    • Consolidation of Group Results across 600 Entities
    • Flexibility of Reporting through Dashboard Reporting Suite and Excel Interface
    • Ability to create Bespoke Models for specific requirements. (Ifrs15/16/BC/DC/Payroll, Covenance Reporting, etc.)
    • Singular Cube for One source of the Truth
    • Customisable Maintenance Platform to facilitate high growth strategy
    Read full review
    Cons
    Google
    • Please expand the availability of documentation, tutorials, and community forums to provide developers with comprehensive support and guidance on using Google BigQuery effectively for their projects.
    • If possible, simplify the pricing model and provide clearer cost breakdowns to help users understand and plan for expenses when using Google BigQuery. Also, some cost reduction is welcome.
    • It still misses the process of importing data into Google BigQuery. Probably, by improving compatibility with different data formats and sources and reducing the complexity of data ingestion workflows, it can be made to work.
    Incentivized
    Read full review
    OneStream Software LLC
    • Journal copy feature would be good to have
    • The Excel Add in is limited to only one application. Would be good to have the ability to pull from say Dev and Prod so side by side comparisons could be done
    • Better interface to handle metadata changes
    Read full review
    Likelihood to Renew
    Google
    We have to use this product as its a 3rd party supplier choice to utilise this product for their data side backend so will not be likely we will move away from this product in the future unless the 3rd party supplier decides to change data vendors.
    Incentivized
    Read full review
    OneStream Software LLC
    Currently we are using OneStream with people 80 - 100 to load the PL, BS , Forecast budget and People Planning. OneStream give us more visibility on trend and way forward thinking. Thanks to OneStream for the tool which helps the business in growing way. Thinking of innovation OneStream is right path.
    Incentivized
    Read full review
    Usability
    Google
    I think overall it is easy to use. I haven't done anything from the development side but an more of an end user of reporting tables built in Google BigQuery. I connect data visualization tools like Tableau or Power BI to the BigQuery reporting tables to analyze trends and create complex dashboards.
    Incentivized
    Read full review
    OneStream Software LLC
    Overall usability as an end-user is very easy. There are more people in the system getting information now than the prior platform used. People are gathering their information quicker as well. From an administrator standpoint, there are fewer glitches and issues than the prior platform. This is very good.
    Incentivized
    Read full review
    Reliability and Availability
    Google
    I have never had any significant issues with Google Big Query. It always seems to be up and running properly when I need it. I cannot recall any times where I received any kind of application errors or unplanned outages. If there were any they were resolved quickly by my IT team so I didn't notice them.
    Incentivized
    Read full review
    OneStream Software LLC
    No answers on this topic
    Performance
    Google
    I think Google Big Query's performance is in the acceptable range. Sometimes larger datasets are somewhat sluggish to load but for most of our applications it performs at a reasonable speed. We do have some reports that include a lot of complex calculations and others that run on granular store level data that so sometimes take a bit longer to load which can be frustrating.
    Incentivized
    Read full review
    OneStream Software LLC
    No answers on this topic
    Support Rating
    Google
    BigQuery can be difficult to support because it is so solid as a product. Many of the issues you will see are related to your own data sets, however you may see issues importing data and managing jobs. If this occurs, it can be a challenge to get to speak to the correct person who can help you.
    Incentivized
    Read full review
    OneStream Software LLC
    OneStream support is focused on the infrastructure. Which means mainly when there issues with accessing to the system, they will be able to help. When the question is to much leaning towards functional it really becomes billable. The other issue is that the response time is not optimal. There is a lot of pingpong of messages and the time between the message can sometimes be long. Sometimes this result into a simple ticket to be taking days before it is closed.
    Incentivized
    Read full review
    Online Training
    Google
    No answers on this topic
    OneStream Software LLC
    onestream offers a range of training. I have attended a number of trainings. During the trainings a vast amount of information is discussed. The trainings also include exercises. The speed of the training is pretty high. When reviewing the training material afterwards, I found that the material is not complete as reference as it relies also very much on the verbal explanation and elaboration.
    Incentivized
    Read full review
    Alternatives Considered
    Google
    PowerBI can connect to GA4 for example but the data processing is more complicated and it takes longer to create dashboards. Azure is great once the data import has been configured but it's not an easy task for small businesses as it is with BigQuery.
    Incentivized
    Read full review
    OneStream Software LLC
    OneStream is the overall clear winner against HFM. There are a few things HFM does better (a couple things in Smart View), but it just doesn't have as much capability. The single, integrated platform that OneStream is provides a massive upgrade from HFM.
    Incentivized
    Read full review
    Contract Terms and Pricing Model
    Google
    None so far. Very satisfied with the transparency on contract terms and pricing model.
    Read full review
    OneStream Software LLC
    No answers on this topic
    Scalability
    Google
    We have continued to expand out use of Google Big Query over the years. I'd say its flexibility and scalability is actually quite good. It also integrates well with other tools like Tableau and Power BI. It has served the needs of multiple data sources across multiple departments within my company.
    Incentivized
    Read full review
    OneStream Software LLC
    No answers on this topic
    Professional Services
    Google
    Google Support has kindly provide individual support and consultants to assist with the integration work. In the circumstance where the consultants are not present to support with the work, Google Support Helpline will always be available to answer to the queries without having to wait for more than 3 days.
    Read full review
    OneStream Software LLC
    No answers on this topic
    Return on Investment
    Google
    • Previously, running complex queries on our on-premise data warehouse could take hours. Google BigQuery processes the same queries in minutes. We estimate it saves our team at least 25% of their time.
    • We can target our marketing campaigns very easily and understand our customer behaviour. It lets us personalize marketing campaigns and product recommendations and experience at least a 20% improvement in overall campaign performance.
    • Now, we only pay for the resources we use. Saved $1 million annually on data infrastructure and data storage costs compared to our previous solution.
    Incentivized
    Read full review
    OneStream Software LLC
    • Customers have moved from multiple EPM systems as well as multiple EPM applications to OneStream.
    • Their ROI has been quite high as lesser admins are required, no need to move data back & forth, no need for an additional dashboarding / BI tool, once a user is on OneStream can leverage it for more than 50+ use cases at no additional license cost.
    • Automation, direct integration, scheduling, complex calculation capabilities, all help to further improve ROI and free up the time for the team to do value-adding tasks.
    • Last but not the least is the confidence on the numbers is much higher.
    Read full review
    ScreenShots

    Google BigQuery Screenshots

    Screenshot of Migrating data warehouses to BigQuery - Features a streamlined migration path from Netezza, Oracle, Redshift, Teradata, or Snowflake to BigQuery using the fully managed BigQuery Migration Service.Screenshot of bringing any data into BigQuery - Data files can be uploaded from local sources, Google Drive, or Cloud Storage buckets, using BigQuery Data Transfer Service (DTS), Cloud Data Fusion plugins, by replicating data from relational databases with Datastream for BigQuery, or by leveraging Google's data integration partnerships.Screenshot of generative AI use cases with BigQuery and Gemini models - Data pipelines that blend structured data, unstructured data and generative AI models together can be built to create a new class of analytical applications. BigQuery integrates with Gemini 1.0 Pro using Vertex AI. The Gemini 1.0 Pro model is designed for higher input/output scale and better result quality across a wide range of tasks like text summarization and sentiment analysis. It can be accessed using simple SQL statements or BigQuery’s embedded DataFrame API from right inside the BigQuery console.Screenshot of insights derived from images, documents, and audio files, combined with structured data - Unstructured data represents a large portion of untapped enterprise data. However, it can be challenging to interpret, making it difficult to extract meaningful insights from it. Leveraging the power of BigLake, users can derive insights from images, documents, and audio files using a broad range of AI models including Vertex AI’s vision, document processing, and speech-to-text APIs, open-source TensorFlow Hub models, or custom models.Screenshot of event-driven analysis - Built-in streaming capabilities automatically ingest streaming data and make it immediately available to query. This allows users to make business decisions based on the freshest data. Or Dataflow can be used to enable simplified streaming data pipelines.Screenshot of predicting business outcomes AI/ML - Predictive analytics can be used to streamline operations, boost revenue, and mitigate risk. BigQuery ML democratizes the use of ML by empowering data analysts to build and run models using existing business intelligence tools and spreadsheets.

    OneStream Screenshots

    Screenshot of OneStream DashboardScreenshot of Profitability AnalysisScreenshot of Product and Customer ProfitabilityScreenshot of Account ReconciliationsScreenshot of Cash PlanningScreenshot of Financial Signaling