The 347 SaaS Tools Data & AI Teams Use Most (2026)
347 SaaS tools used by data & AI teams are ranked in Cledara's current dataset using real company purchase data rather than surveys, reviews or web traffic. The most-used are Anthropic/Claude, OpenAI/ChatGPT and Perplexity AI; the largest software categories by spend share are AI Platforms & Model Ops and Data & Analytics.
AI‑enhanced, model‑ops adjacent tools are the fastest climbers, while legacy data utilities are sliding. Requesty (+191), BytePlus (+108), Moonshot AI (+552), and Tavily (+1839) are surging, alongside a “data‑adjacent” outlier in DefiLlama (+1888). On the downside, incumbents like Esri (‑325) and point tools like EasyCSV (‑337) are losing visibility; even Writer is flagged as a loser. Signal: Data/AI leaders should treat “AI‑enhanced” as table stakes and evaluate vendors on deployment + governance, not features. Track which tools are consolidating workflows in AI Platforms & Model Ops (18.6% concentration) and pressure‑test incumbents (e.g., Esri) on AI roadmaps, integration friction, and time‑to‑value versus faster‑moving challengers.
The most-used software for data & AI teams
Anthropic/Claude leads the current ranking for data & AI teams, followed by OpenAI/ChatGPT and Perplexity AI, among 347 SaaS tools measured from real company purchases tracked by Cledara.
| Product | Website | Subcategory | Description | Popularity rank | Spend rank | Popularity share | Spend share | AI classification |
|---|---|---|---|---|---|---|---|---|
| Anthropic/Claude | claude.ai | AI Platform | Claude is a large language model developed by Anthropic, capable of handling text, voice messages, and documents to facilitate natural language interactions. | #1 | #2 | 11.49% | 7.36% | AI-Native |
| OpenAI/ChatGPT | openai.com | AI Platform | OpenAI is an artificial intelligence research laboratory that conducts research in the field of AI with the stated goal of promoting and developing friendly AI in a way that benefits humanity as a who | #2 | #5 | 5.84% | 4.38% | AI-Native |
| Perplexity AI | perplexity.ai | AI Platform | Perplexity AI is a chatbot that uses machine learning and Natural Language Processing (NLP) to respond to user questions. | #41 | #152 | 0.35% | 0.10% | AI-Native |
| Higgsfield | higgsfield.ai | Design | Higgsfield offers a generative AI platform that transforms still images into short-form videos using multimodal diffusion models. Accepts JPEG/PNG inputs and outputs MP4 video clips with motion inferr | #70 | #121 | 0.21% | 0.12% | AI-Native |
| Apify | apify.com | Dev Tools | Apify is a platform that offers web scraping and automation tools for businesses. It provides solutions for extracting data from websites, automating repetitive tasks, and building custom web crawlers | #98 | #178 | 0.14% | 0.07% | Traditional |
| Fivetran | fivetran.com | Data | Fivetran is an automated data movement platform that allows users to stream data into their warehouse for advanced analytics. It provides a solution for moving, transforming, securing, and governing d | #99 | #29 | 0.14% | 0.47% | Traditional |
| Metabase | metabase.com | Analytics | Metabase is an open-source analytics and business intelligence application. It allows users to create dashboards and reports for data visualization and business intelligence purposes, promoting self-s | #114 | #71 | 0.12% | 0.21% | Traditional |
| Firecrawl | firecrawl.dev | ETL & Data Pipelines | Firecrawl is a web scraping and crawling platform designed to extract data from websites and convert it into markdown or structured formats. It processes both static and dynamic content, using techniq | #125 | #410 | 0.11% | 0.03% | Traditional |
| Langsmith by Langchain | langchain.com | ML Ops & Model Training | LangChain is a unified DevOps platform for developing, collaborating, testing, deploying, and monitoring LLM applications, offering full visibility into the sequence of calls and supporting all phases | #134 | #236 | 0.11% | 0.05% | AI-Native |
| dbt Labs | getdbt.com | Data | dbt Labs is platform for data modeling within modern data warehouses. The platform is utilized by data analysts for the transformation and modeling of data, allowing them to articulate the logic for d | #139 | #237 | 0.10% | 0.05% | Traditional |
| Snowflake | snowflake.com | Analytics | Snowflake is a data warehousing platform designed to facilitate the storage and analysis of large volumes of data in a scalable manner. Organizations utilize Snowflake to manage their data in the clou | #146 | #95 | 0.09% | 0.15% | AI-Embedded |
| Stitch | stitchdata.com | ETL & Data Pipelines | Stitch offers a cloud ETL (Extract, Transform, Load) solution for data teams. It provides an extensive library of data source integrations, zero-maintenance cloud data pipelines, and enterprise-grade | #147 | #240 | 0.09% | 0.05% | Traditional |
| Langfuse | langfuse.com | ML Ops & Model Training | Langfuse is an open-source LLM engineering platform specializing in LLM observability, metrics evaluations, and prompt management. | #167 | #308 | 0.08% | 0.04% | AI-Native |
| Bright Data | brightdata.com | Infrastructure | Bright Data is a web data platform that offers solutions for web scraping and data collection. The platform provides a range of tools and services to help businesses gather and extract data from the w | #172 | #101 | 0.08% | 0.14% | Traditional |
| Databutton | databutton.com | AI Development Tools | Databutton is a low-code platform that enables individuals to quickly create and deploy AI applications with ease. The platform introduces a new approach where prompting takes precedence over traditio | #209 | #619 | 0.06% | 0.01% | AI-Native |
| Google One | one.google.com | LLM Providers & APIs | Google One is Google's AI research and development arm, dedicated to creating innovative AI technologies. Leveraging data and machine learning algorithms, Google AI develops systems for pattern recogn | #215 | #610 | 0.06% | 0.01% | Hyperscaler |
| Airbyte | airbyte.com | Data | Airbyte is a platform designed to facilitate data integration and data pipeline orchestration. It allows users to connect to various data sources and destinations, such as databases, data warehouses, | #233 | #358 | 0.05% | 0.03% | Traditional |
| Manus | manus.im | Automation | Manus is an autonomous AI agent that interprets user instructions to perform tasks such as data analysis, report generation, and code execution, utilizing large language models and external tool integ | #253 | #353 | 0.05% | 0.03% | AI-Native |
| Databricks | databricks.com | Analytics | Databricks is a unified analytics platform designed for big data and machine learning. It serves as a collaborative workspace for data professionals, including data engineers, data scientists, and ana | #259 | #84 | 0.05% | 0.17% | AI-Embedded |
| fal | fal.ai | AI Platform | fal provides a cloud-based platform for running generative-media models and AI inference through APIs. The platform includes tools for generating images, video, audio and 3D outputs, and for deploying | #261 | #665 | 0.05% | 0.01% | AI-Native |
| Grok | grok.com | AI Assistants & Copilots | Grok is a conversational generative AI service provided through the Grok.com website and mobile applications. The service responds to user prompts and generates outputs based on xAI models. | #264 | #739 | 0.05% | 0.01% | AI-Native |
| ClickHouse | clickhouse.com | Data Warehouses | ClickHouse is a column-oriented SQL database management system designed for online analytical processing (OLAP). | #307 | #44 | 0.04% | 0.32% | Traditional |
| Keboola | keboola.com | ETL & Data Pipelines | Keboola is a data platform service that offers a unified solution for data operations. It allows data connectivity with over 400 connectors and supports collaboration among data professionals in tasks | #316 | #304 | 0.04% | 0.04% | Traditional |
| Pinecone | pinecone.io | AI Platform | Pinecone is a cloud-based service offering a high-performance vector database for real-time applications. | #320 | #339 | 0.04% | 0.03% | AI-Native |
| Hex Tech | hex.tech | Data | Hex provides a collaborative workspace for working with data, offering tools for queries, notebooks, reports, data apps, and AI. It allows the use of SQL, Python, R, or no-code in a single interface a | #352 | #174 | 0.04% | 0.08% | AI-Native |
| Stability AI | stability.ai | AI Platform | Stability AI is a company specializing in generative AI models such as Stable Diffusion for text-to-image generation, video, audio, and 3D content creation. Their models are open-access, promoting inn | #355 | #1,152 | 0.04% | 0.00% | AI-Native |
| Deepnote | deepnote.com | Productivity | Deepnote is a platform for data science and analytics, facilitating collaboration in the cloud. It integrates with various data sources and provides tools for data analysis, project development, and s | #391 | #334 | 0.03% | 0.04% | Traditional |
| Google Colab | colab.research.google.com | Platform | Google Colab is a free cloud-based platform that allows users to write, run, and share Jupyter notebooks with others. | #435 | #1,563 | 0.03% | 0.00% | Hyperscaler |
| Cohere | cohere.com | AI Platform | Cohere is an AI platform specializing in large language models (LLMs), that allows developers to utilize pre-built LLMs for performing various tasks on text input, with a focus on enterprise-level app | #476 | #806 | 0.02% | 0.01% | AI-Native |
| Zyte | zyte.com | ETL & Data Pipelines | Zyte provides web data extraction and web scraping software, APIs, and managed services that help businesses collect and structure data from websites at scale. The platform includes web scraping APIs, | #512 | #810 | 0.02% | 0.01% | Traditional |
| Modal | modal.com | AI Platform | Modal provides a serverless platform tailored for machine learning (ML) and artificial intelligence (AI) teams. It allows users to execute various tasks such as running generative AI models, large-sca | #519 | #562 | 0.02% | 0.01% | AI-Native |
| Select | select.dev | Data Warehouses | Select is a platform that specializes in optimizing and monitoring Snowflake usage. The product aims to address key business problems for Snowflake customers, including high costs, time-consuming manu | #594 | #498 | 0.02% | 0.02% | Traditional |
| BytePlus | byteplus.com | ML Ops & Model Training | BytePlus offers enterprise-level tools that enable companies to use machine learning, data intelligence, customer data platforms, AR, video/live streaming and personalization to build digital experien | #620 | #1,383 | 0.02% | 0.00% | AI-Native |
| Dust | dust.tt | AI Assistants & Copilots | Dust is a platform designed for businesses to create customizable AI assistants using their internal knowledge base. These assistants help streamline workflows and provide access to relevant informati | #621 | #460 | 0.02% | 0.02% | AI-Native |
| Replicate | replicate.com | AI Platform | Replicate.com provides a platform for running, fine-tuning, and deploying open-source and custom AI models with minimal coding effort. It hosts a variety of models from the community, making them acce | #640 | #1,240 | 0.02% | 0.00% | AI-Native |
| ZenRows | zenrows.com | ETL & Data Pipelines | ZenRows offers web scraping tools and APIs for data extraction, featuring rotating proxies, headless browsers, CAPTCHA handling, and anti-bot system bypass functionality. | #654 | #798 | 0.02% | 0.01% | Traditional |
| Exa | exa.ai | Vector Databases | Exa provides an AI-driven search engine and API that delivers content retrieval using embeddings-based search. It offers features like semantic understanding of queries, instant content retrieval, an | #673 | #997 | 0.01% | 0.00% | AI-Native |
| Weaviate | weaviate.io | AI Platform | Weaviate is a cloud-native vector search engine that allows developers to build and deploy machine learning models for natural language processing (NLP) and other AI applications. It offers powerful s | #691 | #909 | 0.01% | 0.01% | AI-Native |
| LlamaIndex | llamaindex.ai | AI Platform | LlamaIndex is a data framework that connects custom data sources to large language models (LLMs), enabling ingestion, indexing, and querying of structured and unstructured data for AI applications. | #692 | #832 | 0.01% | 0.01% | AI-Native |
| Weld | weld.app | ETL & Data Pipelines | Weld is an end-to-end data platform that unifies data operations. It enables users to manage ELT (Extract, Load, Transform), reverse-ETL, and data modeling, and sync data from over 150 apps, files, an | #711 | #540 | 0.01% | 0.02% | Traditional |
| Cerebras | cerebras.ai | AI Platform | Cerebras builds specialized computing systems and cloud services for running artificial intelligence workloads. Its hardware, including the CS-2 and CS-3 systems, is based on the Wafer Scale Engine, a | #713 | #677 | 0.01% | 0.01% | AI-Native |
| DNAnexus | dnanexus.com | Other | DNAnexus provides a platform for managing, analyzing, and sharing genomic and biomedical data, facilitating collaborative research and compliance with data privacy standards. | #746 | #830 | 0.01% | 0.01% | Traditional |
| Data Soap | datasoap.co.uk | Data Catalogs & Governance | Data Soap offers a SaaS solution catering to the data cleansing and validation needs of businesses. It simplifies the task of maintaining clean and accurate customer data by meticulously validating ph | #751 | #1,235 | 0.01% | 0.00% | Traditional |
| Tavily | tavily.com | LLM Providers & APIs | Tavily is a search API designed for AI applications (LLMs), providing accurate, real-time information retrieval to reduce hallucinations and optimize decision-making. | #757 | #1,161 | 0.01% | 0.00% | AI-Native |
| Requesty | requesty.ai | AI Platform | Requesty provides an API platform that routes requests to multiple large-language-model providers through a single interface. It enables customers to manage usage, logging, performance, and data handl | #767 | #1,056 | 0.01% | 0.00% | AI-Native |
| Qdrant | qdrant.tech | AI Platform | Qdrant is a vector similarity search engine designed to store, search, and manage vectors with additional payload, facilitating neural network or semantic-based matching, faceted search, and other app | #774 | #449 | 0.01% | 0.02% | AI-Native |
| DefiLlama | defillama.com | Business Intelligence & Dashboards | DefiLlama is a decentralized finance (DeFi) analytics platform that tracks total value locked (TVL), trading volume, yields, and stablecoin market caps across various blockchain networks. | #777 | #1,012 | 0.01% | 0.01% | Traditional |
| Confluent | confluent.io | Data | Confluent is a data platform that helps companies to connect their apps, systems, and their organisation with real-time data flow and processing. | #784 | #367 | 0.01% | 0.03% | Traditional |
| Diffbot | diffbot.com | ETL & Data Pipelines | Diffbot is an API service that autonomously extracts structured data from web pages, processing various content types without predefined rules. | #821 | #318 | 0.01% | 0.04% | AI-Native |
| Holistics | holistics.io | Business Intelligence & Dashboards | Holistics is a business intelligence platform. | #847 | #723 | 0.01% | 0.01% | Traditional |
Which software categories Data & AI teams spend on most
AI Platforms & Model Ops is the largest data & AI software category by spend share at 12.2%, followed by Data & Analytics at 2.1%, across 347 tools tracked from real company purchases.
| Category | Products | Popularity share | Spend share |
|---|---|---|---|
| AI Platforms & Model Ops | 131 | 18.45% | 12.15% |
| Data & Analytics | 183 | 1.10% | 2.11% |
| Marketing & Growth | 4 | 0.21% | 0.12% |
| Engineering & DevOps | 12 | 0.19% | 0.11% |
| IT & Security | 5 | 0.09% | 0.15% |
| Legal, Risk & Compliance | 3 | 0.00% | 0.00% |
| Collaboration & Productivity | 5 | 0.00% | 0.00% |
| Finance & Accounting | 1 | 0.00% | 0.00% |
| Sales & Revenue | 1 | 0.00% | 0.00% |
| Customer Success & Support | 2 | 0.00% | 0.00% |
How Data & AI software popularity has changed over time
Data & AI tools currently account for 20% of popularity share and 14.6% of spend share across 347 products; the chart shows how that footprint has changed month by month.
The fastest-rising tools in data & AI stacks
Grok and BytePlus are the fastest-rising tools in data & AI stacks among 347 products tracked; they currently rank #264 and #620 by popularity in Cledara's latest team data.
| Product | Website | Subcategory | Description | Popularity rank | Spend rank | Popularity share | Spend share | AI classification |
|---|---|---|---|---|---|---|---|---|
| Grok | grok.com | AI Assistants & Copilots | Grok is a conversational generative AI service provided through the Grok.com website and mobile applications. The service responds to user prompts and generates outputs based on xAI models. | #264 | #739 | 0.05% | 0.01% | AI-Native |
| BytePlus | byteplus.com | ML Ops & Model Training | BytePlus offers enterprise-level tools that enable companies to use machine learning, data intelligence, customer data platforms, AR, video/live streaming and personalization to build digital experien | #620 | #1,383 | 0.02% | 0.00% | AI-Native |
| Requesty | requesty.ai | AI Platform | Requesty provides an API platform that routes requests to multiple large-language-model providers through a single interface. It enables customers to manage usage, logging, performance, and data handl | #767 | #1,056 | 0.01% | 0.00% | AI-Native |
| DefiLlama | defillama.com | Business Intelligence & Dashboards | DefiLlama is a decentralized finance (DeFi) analytics platform that tracks total value locked (TVL), trading volume, yields, and stablecoin market caps across various blockchain networks. | #777 | #1,012 | 0.01% | 0.01% | Traditional |
| Tavily | tavily.com | LLM Providers & APIs | Tavily is a search API designed for AI applications (LLMs), providing accurate, real-time information retrieval to reduce hallucinations and optimize decision-making. | #757 | #1,161 | 0.01% | 0.00% | AI-Native |
Frequently asked questions
What software do data & AI teams use most in 2026?
Anthropic/Claude is the most-used tool in data & AI team stacks (11.5% market share), followed by OpenAI/ChatGPT and Perplexity AI, based on real purchasing data from Cledara.
How many tools does a typical data & AI team use?
Cledara tracks 347 products in active use by data & AI teams across 10 categories. The full ranked list above updates monthly.
Which tools are data & AI teams adopting right now?
Grok and BytePlus are the fastest-rising tools in data & AI stacks over the last 90 days by rank velocity.
Where does this data come from?
From anonymized, aggregated software purchasing data across companies that manage their software with Cledara — real payments, not surveys. Last updated 11 September 2026, 02:07 UTC.