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Astra DB, now part of IBM watsonx.data vs. IBM watsonx Orchestrate

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Astra DB, now part of IBM watsonx.data

    Score8.8 out of 10
    N/AAstra DB is a vector database for developers. In 2025 Datastax, the developer and supporter of Astra DB, was acquired. Astra DB is now available as a component of the IBM watsonx.data Multicloud offering.N/A

    IBM watsonx Orchestrate

    Score8.2 out of 10
    N/AIBM® watsonx™ Orchestrate® leverages AI to automate complex workflows. The solution helps build, deploy, and manage AI assistants and agents. It offers a catalogue of pre-built agents and tools, low-code agent builder, multi-agent collaboration capabilities, and integrations with enterprise apps.

    $530

    per month

    Pricing
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Editions & Modules
    No answers on this topic
    Essential
    $500
    per month per subscription
    Essentials
    $500
    per month Per subscription
    Standard
    Enterprise
    Standard
    Enterprise
    per month Per subscription
    Offerings
    Pricing Offerings
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeOptional
    Additional Details—IBM watsonx Orchestrate can be deployed and run on IBM Cloud, AWS, or on-premises. Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.
    More Pricing Information
    Community Pulse
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Considered Both Products
    Discontinued Products
    No answer on this topic
    IBM
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    46 Answers
    98%
    Would buy again
    138 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    45 Answers
    98%
    Delivers good value for the price
    125 Answers
    Happy with the feature set
    98%
    Happy with the feature set
    45 Answers
    99%
    Happy with the feature set
    140 Answers
    Lived up to sales and marketing promises
    98%
    Lived up to sales and marketing promises
    40 Answers
    98%
    Lived up to sales and marketing promises
    102 Answers
    Implementation went as expected
    98%
    Implementation went as expected
    44 Answers
    94%
    Implementation went as expected
    111 Answers
    Features
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Vector Database
    Comparison of Vector Database features of Astra DB, now part of IBM watsonx.data and IBM watsonx Orchestrate
    Feature
    Astra DB, now part of IBM watsonx.data
    8.0
    12 Ratings
    1% above category average
    IBM watsonx Orchestrate
    -
    Ratings
    Vector Data Connection8.212 Ratings00 Ratings
    Vector Data Editing8.56 Ratings00 Ratings
    Attribute Management7.710 Ratings00 Ratings
    Geospatial Analysis8.26 Ratings00 Ratings
    Geometric Transformations8.06 Ratings00 Ratings
    Vector Data Visualization8.07 Ratings00 Ratings
    Coordinate Reference System Management:7.96 Ratings00 Ratings
    Data Import/Export8.011 Ratings00 Ratings
    Symbolization and Styling8.35 Ratings00 Ratings
    Data Sharing and Collaboration7.69 Ratings00 Ratings
    User Ratings
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Likelihood to Recommend
    8.7
    (46 ratings)
    7.8
    (133 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    4.5
    (5 ratings)
    Usability
    7.8
    (4 ratings)
    7.3
    (79 ratings)
    Availability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Performance
    -
    (0 ratings)
    9.1
    (1 ratings)
    Support Rating
    8.9
    (4 ratings)
    7.3
    (10 ratings)
    In-Person Training
    -
    (0 ratings)
    9.1
    (1 ratings)
    Online Training
    -
    (0 ratings)
    9.1
    (2 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (2 ratings)
    Configurability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    9.1
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    9.1
    (1 ratings)
    Product Scalability
    8.6
    (44 ratings)
    4.5
    (1 ratings)
    Professional Services
    -
    (0 ratings)
    9.1
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    9.1
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    9.1
    (1 ratings)
    User Testimonials
    Astra DB, now part of IBM watsonx.dataIBM watsonx Orchestrate
    Likelihood to Recommend
    Discontinued Products
    We've been super happy with Astra DB. It's been extremely well-suited for our vector search needs as described in previous responses. With Astra DB’s high-performance vector search, Maester’s AI dynamically optimizes responses in real-time, adapting to new user interactions without requiring costly retraining cycles.
    Incentivized
    Read full review
    IBM
    For starters, most enterprise-grade organizations and Customers struggle to align their current IT estate and landscape with fast-moving, agile, AI-driven automation and development initiatives. All tooling, governance, structure, and frameworks available to support and facilitate the incorporation of this new but still cross-system technology layer are essential to minimize the risks of data leaks, unauthorized access, unbridled token consumption, and other issues. For some businesses and organizations with a handful of systems or a smaller footprint, the platform could be a bit too complex.
    Incentivized
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    Pros
    Discontinued Products
    • We need to be able to process a lot of data (our biggest clients process hundreds of milions of transactions every month). However, it is not only the amount of data, it is also an unpredictable patterns with spikes occuring at different points of time - something athat Astra is great at.
    • Our processing needs to be extremaly fast. Some of our clients use our enrichment in a synchronous way, meaning that any delay in processing is holding up the whole transaction lifecycle and can have a major impact on the client. Astra is very fast.
    • A close collaboration with GCP makes our life very easy. All of our technology sits in Google Cloud, so having Astra in there makes it a no-brainer solution for us.
    Incentivized
    Read full review
    IBM
    • New and improved natural language processing yielding better results helps the assistants understand the intention behind the query.
    • Preserves context of communication, allowing the customers to establish inquiries on the website and continue on the mobile app without having extra informational input.
    • Intelligent conversations mean that complex paths that are branched based on the user's inputs allow for a much more natural flow of the conversation than fixed scripts.
    Incentivized
    Read full review
    Cons
    Discontinued Products
    • Need better fine-grained Security options.
    • The support team sometimes requires the escalate button pressed on tickets, to get timely responses. I will say, once the ticket is escalated, action is taken.
    • They require better documentation on the migration of data. The three primary methods for migrating large data volumes are bulk, Cassandra Data Migrator, and ZDM (Zero Downtime Migration Utility). Over time I have become very familiar will all three of these methods; however, through working with the Services team and the support team, it seemed like we were breaking new ground. I feel if the utilities were better documented and included some examples and/or use cases from large data migrations; this process would have been easier. One lesson learned is you likely need to migrate your application servers to the same cloud provider you host Astra on; otherwise, the latency is too large for latency-sensitive applications.
    Incentivized
    Read full review
    IBM
    • I think that it needs to be able to integrate better with the knowledge catalogs. It currently provides a default database, which isn't quite large enough for enterprise use. We can connect that then to an external source, but it'd be nice if we could able just to instantiate one straight away.
    Incentivized
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    Likelihood to Renew
    Discontinued Products
    No answers on this topic
    IBM
    Currently we are using to develop chatbots based on client provided flow what kind chatbot required for client either button or free text chatbots. we will decided accordingly flow and develop chatbot using IBM Watson. We will integrated custom components if required which is not present in library. Action flow and dialog flow we are currently in chatbot.
    Incentivized
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    Usability
    Discontinued Products
    It's a great product but suffers with counters. This isn't a deal breaker but lets down what is otherwise a good all round solution
    Incentivized
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    IBM
    With the growing use of AI and chatbots, it's very easy to use, and the conversational language makes it easier than keyword searches in a document. The contextual language processing is impressive. It's easy to integrate into our internal portal. The use of this tool would depend on each company's security and data sensitivity.
    Incentivized
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    Performance
    Discontinued Products
    No answers on this topic
    IBM
    To develop chatbots based on client provided flow what kind chatbot required for client either button or free text chatbots. we will decided accordingly flow and develop chatbot using IBM Watson. We will integrated custom components if required which is not present in library. IBM Watson library anyone can easily learn and develop chatbots.
    Incentivized
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    Support Rating
    Discontinued Products
    Their response time is fast, in case you do not contact them during business hours, they give a very good follow-up to your case. They also facilitate video calls if necessary for debugging.
    Incentivized
    Read full review
    IBM
    We've rarely had to engage support, but they've always been prompt in responding and very attentive. Support experiences have been extremely positive (but we're mostly happy that we just don't have any cause to routinely need support in the first place!).
    Incentivized
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    Online Training
    Discontinued Products
    No answers on this topic
    IBM
    Excellent course material.
    Incentivized
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    Implementation Rating
    Discontinued Products
    No answers on this topic
    IBM
    Overall the implementation was simple.
    Incentivized
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    Alternatives Considered
    Discontinued Products
    Graph, search, analytics, administration, developer tooling, and monitoring are all incorporated into a single platform by Astra DB. Mongo Db is a self-managed infrastructure. Astra DB has Wide column store and Mongo DB has Document store. The best thing is that Astra DB operates on Java while Mongo DB operates on C++
    Incentivized
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    IBM
    Strong ITSM and HR workflow automation with governance, ServiceNow excels in IT/HR but lacks flexibility for cross-departmental use cases such as demand planning, finance close, or procurement analytics. Orchestrate supports a broader set of enterprise functions beyond IT service automation. So, watsonx is a better approach than any other available tool in the market as of now, based on the use cases I've encountered and my efforts to understand the essence of the service.
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    Scalability
    Discontinued Products
    We are well aware of the Cassandra architecture and familiar with the open source tooling that Datastax provides the industry (K8sSandra / Stargate) to scale Cassandra on Kubernetes.
    Having prior knowledge of Cassandra / Kubernetes means we know that under the hood Astra is built on infinitely scalable technologies. We trust that the foundations that Astra is built on will scale so we know Astra will scale.
    Incentivized
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    IBM
    From past 3+ years I am using IBM Watson in our current project easily can implement and manage and monitor user how their using. Is there and update also just update dialog is just enough to change no need to touch any other templates. Multiple language will support, and action and dialog speak recognize chatbot we can create as per client requirement. Overall, as of now good experience with IBM Watson.
    Incentivized
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    Return on Investment
    Discontinued Products
    • Better uptime due to the managed service having no outages
    • Less technical debt because we don't need to worry about upgrading our Cassandra clusters
    • Lower cost on infrastructure as a whole
    • Quick and easy to integrate vector search into our tech stack
    Incentivized
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    IBM
    • As a very small team WxO give us more time back and handles manual tasks.
    • WxO helps us reduce manual errors (and the time it takes to find and resolve.)
    • WxO, as a task scheduler and reminder system, helps us not forget certain key events with time-dependent requirements.
    Incentivized
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    ScreenShots

    IBM watsonx Orchestrate Screenshots

    Screenshot of IBM® watsonx Orchestrate® homepage UI when you enter into the product.Screenshot of Catalog of AI agents and tools in different domains from multiple partnersScreenshot of Creating agents - from scratch or using a pre-built templateScreenshot of Multi Agent Collaboration - Employee Support Manager AgentScreenshot of IT domain agents from IBM and other partnersScreenshot of Integrations from multiple common applications