Ranking December 2025
Retrieval augmented generation

The RankmyAI Retrieval Augmented Generation Ranking presents the top 25 AI tools from our Overall ranking focusing on retrieval augmented generation.

 

These AI tools utilize advanced algorithms to gather data from diverse sources, effectively organizing and processing this information to generate meaningful and contextually relevant outputs. Professionals employ RAG tools for applications such as customer support, content creation, and information management, where precise data retrieval and response generation are critical.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
74
1
Cohere Cohere offers enterprise-grade AI solutions optimized for generative AI, search, and advanced retrieval, enhancing productivity and competitiveness through scalable deployment options.
paid
Canada
2
AI21Labs AI21 Labs provides scalable generative AI solutions for enterprises, focusing on conversational AI and secure integration with proprietary data, supported by advanced foundation models like Jamba and Mamba.
freemium
Israel
+1
3
DataStax/AstraDB DataStax offers a generative AI stack with an intuitive API, facilitating rapid deployment of production-ready apps. Its integration with leading platforms ensures scalability, compliance, and reduced development time, addressing enterprise needs for efficient AI solutions.
paid
United States
-1
4
Clarifai Clarifai offers a comprehensive AI platform designed to expedite AI development and deployment, utilizing cutting-edge technologies such as LLMs and generative AI to enhance efficiency and scalability for enterprise applications.
freemium
United States
5
Pryon Pryon provides an enterprise-grade Generative AI platform offering retrieval-augmented capabilities, transforming extensive multi-modal content into immediate, verifiable responses. The secure system suits varied industries, enhancing productivity with automated, conversational AI solutions.
paid
United States
6
Tonic.ai Tonic.ai delivers synthetic test data solutions for software development, facilitating secure testing environments and enhancing data privacy through comprehensive de-identification and masking techniques.
freemium
United States
7
Deep Atlas Deep Atlas offers an intensive AI/ML learning program, focusing on practical skills in model development and deployment, using advanced techniques like GANs and Transformers.
unknown
United States
8
Deepchecks Monitoring Deepchecks offers comprehensive evaluation and monitoring tools for LLM applications, leveraging open-source ML testing packages to automate quality control, compliance checks, and risk mitigation, enhancing the reliability and performance of AI systems.
freemium
Israel
9
Cinnamon AI Cinnamon AI leverages proprietary intelligent document processing technologies and large language models to automate complex document analysis, improving efficiency and reducing operational costs for various industries.
paid
Japan
10
HumanSignal Label Studio Enterprise offers a comprehensive data labeling and model evaluation platform, supporting custom AI projects with secure, compliant, and efficient workflows. SOC2 certified, with advanced automation features and customizable interfaces.
paid
United States
11
AskNews by Vectara Vectara is a generative AI platform that enhances search capabilities with retrieval-augmented generation, offering specialized solutions for various industries to mitigate hallucinations in data retrieval and ensure actionable insights.
paid
United States
12
Aporia Aporia's tool provides advanced AI guardrails and observability for ensuring secure and reliable AI workloads in enterprises, with real-time policy enforcement to safeguard data and enhance operational integrity.
freemium
United States
13
Mindset AI Mindset AI enables SaaS teams to integrate AI agents quickly, offering tools like an agent management studio, customizable chat components, and ingestion APIs for seamless deployment and customization.
unknown
United Kingdom
14
Langbase Langbase is a serverless AI developer platform offering flexible integration and management of AI applications, providing tools such as agentic memory, semantic document chunking, and a serverless RAG engine, enhancing productivity and innovation.
freemium
United States
+2
15
Forage AI Forage AI provides customized web scraping and data extraction solutions using advanced AI models, enhancing operational efficiency and delivering precise results tailored to business needs.
unknown
United States
+4
16
Malted AI Malted AI provides enterprises with custom Small Language Models (SLMs) that are domain-specific, efficient, and cost-effective, leveraging distillation technology for optimized performance and secure deployment.
unknown
United Kingdom
+1
17
Aurelio AI Aurelio AI specializes in building AI software for real-world applications, focusing on control and predictability. They offer expertise in AI infrastructure, agentic workflows, and retrieval augmented generation.
unknown
United States
-2
18
Magic SQL Instructor provides a consulting service that focuses on improving AI applications for startups by optimizing and enhancing existing AI systems with structured outputs and RAG techniques.
unknown
Unknown
-4
19
EyeLevel.ai EyeLevel offers a platform for transforming complex documents into LLM-ready data, enhancing AI applications' accuracy and reliability through RAG hallucination prevention in enterprise environments.
freemium
United States
-1
20
HASH HASH enables advanced AI with a governance-first approach, integrating data to optimize and automate processes for safety-critical applications.
unknown
United Kingdom
+1
21
Avian Avian offers a high-speed, secure API for language model inference, integrating seamlessly with existing systems and providing real-time AI capabilities for enterprises.
paid
United States
-1
22
Digital Bricks Digital Bricks designs, develops, and deploys AI solutions to enhance business efficiency and productivity, offering services like intelligent document processing and robotic process automation.
unknown
Netherlands
23
GSP Cloud GSP Cloud offers GenAI solutions, leveraging GPT and RAG technologies to meet evolving AI needs with a focus on large language models and retrieval-augmented generation.
unknown
Unknown
+17
24
VDF AI VDF.AI provides modular AI solutions for Agile teams, offering real-time insights, tailored recommendations, and secure deployment options to enhance organizational performance and decision-making.
freemium
Sweden
-1
25
FluentT(플루언트) TalkMotion.ai offers AI-driven 3D avatar creation with realistic motion and speech synthesis, utilizing advanced technologies like LLM, TTS, and STT for enhanced user interaction.
unknown
South Korea
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Disclaimer

The RankmyAI Retrieval Augmented Generation Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on retrieval augmented generation, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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