Top Databricks Data Intelligence Platform Alternatives & Competitors 2026

Reviewed in Last 12 Months

How Alternatives Are Selected

1. Portkey

4.6

My overall experience with Portkey has been quite positive. As someone who is not deeply technical, I was initially concerned about whether I would be able to navigate the platform effectively, but the onboarding process was smoother than expected. The dashboard is intuitive and well-organized, making it easy to get a clear picture of how our AI tools are being used without needing to dig into code or complex configurations. What stood out most was the visibility Portkey provides — being able to see costs, usage, and performance across different AI providers in one place is genuinely useful for keeping things organized and within budget. The reliability features, such as automatic fallbacks when a provider experiences downtime, also gave us confidence that things would keep running smoothly in the background without constant manual oversight. Customer support has been responsive and helpful whenever questions came up, which made a real difference in getting up to speed. That said, some of the more advanced features do have a learning curve, and the documentation could be more accessible for non-technical users in certain areas. Overall, Portkey delivers solid value as a centralized platform for managing AI operations. For teams looking to bring more structure and visibility to their AI usage without building everything from scratch, it is a worthwhile tool.

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy
Better evaluation and contracting

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2. TrueFoundry AI Platform

By TrueFoundry

4.8

(30 Ratings)

Strong experience; solid, strategic platform. Very strong foundation for our AI gateway strategy, especially with multimodal access

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3. Vespa

By Vespa.ai

(12 Ratings)

The Vespa team is extremely responsive and very pleasant to work with. We got immediate access to high-level people in the company and we had a regular weekly meeting with the rep who was extremely well-versed in Vespa and its deployment and typical customer concerns and was often able to debug things by just asking a few questions and most of the time his guesses were spot-on. He als checked-in on critical deployments at times over the weekend. We really felt well cared-for in the whole experience.

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy

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4. Elastic Search

By Elastic

4.5

(10 Ratings)

The product has a best in class text search and a very strong vector database. Enterprise support and account managers have been top notch.

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Where Databricks Data Intelligence Platform Scored Higher

Better evaluation and contracting

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5. SAS Viya

By SAS

4.5

(6 Ratings)

SAS Viya offers a robust and secure platform for generative AI engineering, especially in structured data environments. It excels in scalability, governance and integration with enterprise systems.

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Where Databricks Data Intelligence Platform Scored Higher

Easier to integrate and deploy
Better evaluation and contracting

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6. Microsoft Copilot Studio

By Microsoft

4.3

(6 Ratings)

- Ease of building custom copilots with a drag and drop interface and low code / no code approach. - Seamless integration with Microsoft products makes it easy. - While simple bots are easy, complex workflows can get tricky. - Sometimes AI responses might feel slow.

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Where Databricks Data Intelligence Platform Scored Higher

Better at service and support
Easier to integrate and deploy
Better evaluation and contracting

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7. Amazon Bedrock

By Amazon Web Services (AWS)

4.4

(6 Ratings)

works great, easy to use platform and provides great value to our business

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8. NVIDIA DGX Cloud

By NVIDIA

4.4

(3 Ratings)

NVIDIA DGX Cloud provides high-performance cloud computing resources for machine learning, deep learning, data science and AI tasks. The DGX is scalable and provides a cloud environment to train large models efficiently.

Read all insights and reviews for NVIDIA DGX Cloud

Where Databricks Data Intelligence Platform Scored Higher

Better at service and support
Better evaluation and contracting

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