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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM watsonx.ai

    Score8.8 out of 10
    N/AWatsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models, and traditional machine learning into a studio spanning the AI lifecycle. Watsonx.ai can be used to train, validate, tune, and deploy generative AI, foundation models, and machine learning capabilities, and build AI applications with less time and data.

    $0

    WRITER (Palmyra LLM)

    Score5.8 out of 10
    N/AWRITER is an enterprise-grade platform designed for the development, deployment, and supervision of AI Agents. The solution unifies proprietary Palmyra LLMs with a RAG-based Knowledge Graph to automate complex business workflows and support data-driven decision-making across the enterprise.

    $39

    per month per user

    Pricing
    IBM watsonx.aiWRITER (Palmyra LLM)
    Editions & Modules
    Free Trial
    $0
    ML functionality (20 CUH limit /month); Inferencing (50,000 tokens / month)
    Standard
    $1,050
    Monthly tier fee; additional usage based fees
    Essentials
    Contact Sales
    Usage based fees
    Starter
    $39
    per month per user
    Enterprise
    Custom
    Offerings
    Pricing Offerings
    IBM watsonx.aiWRITER (Palmyra LLM)
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional DetailsPricing for watsonx.ai includes: model inference per 1000 tokens and ML tools and ML runtimes based on capacity unit hours.—
    More Pricing Information
    Community Pulse
    IBM watsonx.aiWRITER (Palmyra LLM)
    Considered Both Products
    IBM
    No answer on this topic
    WRITER
    No answer on this topic
    Key User Insights
    Would buy again
    98%
    Would buy again
    45 Answers
    95%
    Would buy again
    18 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    36 Answers
    95%
    Delivers good value for the price
    18 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    46 Answers
    89%
    Happy with the feature set
    17 Answers
    Lived up to sales and marketing promises
    97%
    Lived up to sales and marketing promises
    30 Answers
    94%
    Lived up to sales and marketing promises
    16 Answers
    Implementation went as expected
    89%
    Implementation went as expected
    33 Answers
    93%
    Implementation went as expected
    14 Answers
    Features
    IBM watsonx.aiWRITER (Palmyra LLM)
    AI Development
    Comparison of AI Development features of IBM watsonx.ai and WRITER (Palmyra LLM)
    Feature
    IBM watsonx.ai
    6.6
    2 Ratings
    13% below category average
    WRITER (Palmyra LLM)
    -
    Ratings
    Machine learning frameworks6.73 Ratings00 Ratings
    Data management6.43 Ratings00 Ratings
    Data monitoring and version control5.83 Ratings00 Ratings
    Automated model training6.43 Ratings00 Ratings
    Managed scaling7.03 Ratings00 Ratings
    Model deployment6.43 Ratings00 Ratings
    Security and compliance7.63 Ratings00 Ratings
    Best Alternatives
    IBM watsonx.aiWRITER (Palmyra LLM)
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    DataRobot
    Score8.2 out of 10
    Cortana (discontinued)
    Score7.5 out of 10
    Enterprises
    DataRobot
    Score8.2 out of 10
    Cortana (discontinued)
    Score7.5 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM watsonx.aiWRITER (Palmyra LLM)
    Likelihood to Recommend
    9.2
    (36 ratings)
    5.8
    (19 ratings)
    Likelihood to Renew
    6.4
    (1 ratings)
    -
    (0 ratings)
    Usability
    7.7
    (6 ratings)
    -
    (0 ratings)
    Ease of integration
    6.4
    (2 ratings)
    -
    (0 ratings)
    Product Scalability
    9.1
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    IBM watsonx.aiWRITER (Palmyra LLM)
    Likelihood to Recommend
    IBM
    I have built a code accelerator tool for one of the IBM product implementation. Although there was a heavy lifting at the start to train the model on specifics of the packaged solution library and ways of working; the efficacy of the model is astounding. Having said that, watsonx.ai is very well suited for customer service automation, healthcare data analytics, financial fraud detection, and sentiment analysis kind of projects. The Watsonx.ai look and feel is little confusing but I understand over a period of time , it will improve dramatically as well. I do feel that Watsonx.ai has certain limitations from cross-platform deployment flexibility. If an organization is deeply invested in a multi-cloud environment, Watson's integration on other cloud platforms may not be seamless comported to other AI platforms.
    Incentivized
    Read full review
    WRITER
    It is very easy to navigate, build, and contextually meld your agent into whatever you like. As long as you know how their back-end no-coding platform works, it becomes a breeze to create bespoke content that actually matters, and makes sense. We've done this with multiple agents and as I call it, "sub-functions". There's a lot more potential the agents can do, all you need to know is to just learn the process.
    Incentivized
    Read full review
    Pros
    IBM
    • It allows specialists to apply several base models for specific subtasks in the field of NLP.
    • Gives the availability of many models developed for AI enhancement for different solutions.
    • Has incorporated functionality for data governance and security to support access to AI tools by multiple users.
    Incentivized
    Read full review
    WRITER
    • Writer applies our writing style to copy I'm working on in browser tabs, ensuring I stay true to our voice.
    • Writer is able to quickly skim full blogs via a single link to use them as source material for drafting marketing copy I need.
    • Writer is my own business version of ChatGPT that keeps our sessions secure within the business.
    Incentivized
    Read full review
    Cons
    IBM
    • IBM watsonx.ai is expensive than other platforms.
    • Limited integraions though it has many but still some tools integrations not there for medical usecase
    • Its little difficult to learn as right now not many open reseouces
    • Community is not that strong to get any answer
    Incentivized
    Read full review
    WRITER
    • i do find the organisation a bit confusing, like the functions available in 'ask Writer' being separate to the main window. there were lots of functions i wasn't able to find intuitively that we needed a support call for
    • asking for a summary of key points doesn't always pick up the main points
    Incentivized
    Read full review
    Likelihood to Renew
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    WRITER
    No answers on this topic
    Usability
    IBM
    I needed some time to understand the different parts of the web UI. It was slightly overwhelming in the beginning. However, after some time, it made sense, and I like the UI now. In terms of functionality, there are many useful features that make your life easy, like jumping to a section and giving me a deployment space to deploy my models easily.
    Incentivized
    Read full review
    WRITER
    No answers on this topic
    Support Rating
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    WRITER
    No answers on this topic
    Alternatives Considered
    IBM
    IBM watsonx.ai has been far superior to that of Chat GPT AI. the UI elements prompt responses and overall execution of the AI was much better and more accurate compared to the competition. I can not recommend using this platform enough. Great job IBM. I hope the team behind this project continues to grow and prosper.
    Incentivized
    Read full review
    WRITER
    WordPress is not very clear about the tools that are available with some themes over others. Instead, Write has multiple functions and makes the work complete in its entirety. It's easy to navigate and it also allows me to use multiple accounts. It has database links and at the same time it is compatible with MS office in all versions
    Incentivized
    Read full review
    Scalability
    IBM
    I still don't have enough experience, but i have seen a lot of demos and i have made some real world scenarios and so far so long every thing looks fine. I was at IBM Think 2025 and IBM TechXchange 2025 and the labs were really usefull and simple to understand.
    Incentivized
    Read full review
    WRITER
    No answers on this topic
    Return on Investment
    IBM
    • Time saving to set up the infrastructure - without watsonx.ai we would have had to set up everything individually
    • The first point translates directly into cost savings
    • The compliance aspect was a game changer for us and provided us with the confidence to focus all our efforts only on IBM watsonx.ai
    Incentivized
    Read full review
    WRITER
    • Developing a styleguide to consolidate message, phrasing, writing style, and brand voice requirements.
    • I'd like to see a Firefox addition at some time, but for now, the Chrome and Google Docs extensions suffice.
    • Processes for producing, revising, optimizing, and publishing material have been streamlined.
    Incentivized
    Read full review
    ScreenShots

    IBM watsonx.ai Screenshots

    Screenshot of the foundation models available in watsonx.ai. Clients have access to IBM selected open source models from Hugging Face, as well as other third-party models, and a family of IBM-developed foundation models of different sizes and architectures.Screenshot of the Prompt Lab in watsonx.ai, where AI builders can work with foundation models and build prompts using prompt engineering techniques in watsonx.ai to support a range of Natural Language Processing (NLP) type tasks.Screenshot of the Tuning Studio in watsonx.ai, where AI builders can tune foundation models with labeled data for better performance and accuracy.Screenshot of the data science toolkit in watsonx.ai where AI builders can build machine learning models automatically with model training, development, visual modeling, and synthetic data generation.

    WRITER (Palmyra LLM) Screenshots

    Screenshot of the shared development environment where IT tackles technical complexity and business defines logic.Screenshot of an example high-impact agent, used to accelerate adoption and minimizing change management.Screenshot of the centralized command center designed to offer everything IT needs to govern a secure, healthy ecosystem of high-performing agents.