Large Language Models (LLMs)

Last update: November 19, 2024

Large Language Models (LLMs) are advanced artificial intelligence models that can process and generate human-like text on various topics using training data. +Show More

Large Language Models (LLMs) are advanced artificial intelligence models that can process and generate human-like text on various topics using training data. A common architecture used in LLMs is GPT (Generative Pre-trained Transformer). LLMs can be applied to answering questions, summarization, translation, sentiment analysis, and other natural language understanding and generation tasks. To be categorized as a large language model, the product must:

Employ fine-tuning, in-context learning, and zero-/one-/few-shot learning to enhance model performance
Capture and learn from extensive amounts of data during training.

LLMs are also called language models, foundation models or base models.

If you’d like to learn about the ecosystem consisting of Large Language Models (LLMs) and others, feel free to check AIMultiple Generative AI.

How relevant, verifiable metrics drive AIMultiple’s rankings

AIMultiple uses relevant & verifiable metrics to evaluate vendors.

Metrics are selected based on typical enterprise procurement processes ensuring that market leaders, fast-growing challengers, feature-complete solutions and cost-effective solutions are ranked highly so they can be shortlisted.
Data regarding these metrics are collected from public sources as outlined in the “What are AIMultiple’s data sources?” section of this page.

There are 2 ways in which vendor metrics are processed to help prioritization:
1- Vendors are grouped within 4 metrics (customer satisfaction, market presence, growth and features) according to their performance in that metric.
2- Vendors that perform high in these metrics are ranked higher in the list.

The data used in each vendor’s ranking can be accessed by expanding the vendor’s row in the below list.
This page includes links to AIMultiple’s sponsors. Sponsored links are included in “Visit Website” buttons and ranked at the top of the list when results are sorted by “Sponsored”. Sponsors have no say over the ranking which is based on market data. Organic ranking can be seen by sorting by “AIMultiple” or other sorting approaches. For more on how AIMultiple works, please see the ethical standards that we follow and how we fund our research.

Products	Position	Customer satisfaction
Google Bard	Leader	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction
Cohere AI	Leader	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's number of employees 400-1k employees Company's social media followers 100k-1m followers
Llama Models by Meta	Leader	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's social media followers 100k-1m followers # of funding rounds 2 Latest funding date October 21, 2011 Company Type of company private Founding year 2004
AI21 Studio	Leader	N/A
The AI21 Studio platform provides developers and businesses with state-of-the-art natural language processing (NLP) solutions powered by AI21 Labs\' state-of-the-art language models. Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's number of employees 200-300 employees Company's social media followers 20k-30k followers Total funding $250-500m # of funding rounds 8 Latest funding date November 21, 2023 Last funding amount $50-100m Company Type of company private Founding year 2017
ChatGPT	Leader	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's number of employees 100-200 employees Company's social media followers 100k-1m followers Total funding $11300120000 # of funding rounds 6 Latest funding date April 28, 2023 Last funding amount $250-500m Company Type of company private Founding year 2015
RikAI	Challenger	N/A
A suite of multi-modal Large Language Models (LLMs) designed for document understanding and reasoning. RikAI models are built with security, accuracy, and efficiency in mind, integrating seamlessly into existing workflows to enhance data processing capabilities. Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction
Bloom AI	Challenger	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's number of employees 10-20 employees Company's social media followers 5k-10k followers Company Type of company private Founding year 2020
Goose AI	Challenger	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction Market presence Company's number of employees 10-20 employees Company's social media followers 50-100 followers Company Type of company private
Claude	Challenger	N/A
Basis for Evaluation We made these evaluations based on the following parameters; Customer satisfaction

“-”: AIMultiple team has not yet verified that vendor provides the specified feature. AIMultiple team focuses on feature verification for top 10 vendors.

Sources

AIMultiple uses these data sources for ranking solutions and awarding badges in large language models (LLMs):

6 vendor web domains

2 funding announcements

10 social media profiles

7 search engine queries

Which one has collected the most reviews?

AIMultiple uses multiple datapoints in identifying market leaders:

Product line revenue (when available)
Number of reviews
Number of case studies
Number and experience of employees
Social media presence and engagement

Out of these, number of reviews information is available for all products and is summarized in the graph:

ChatGPT

Goose AI

Cohere AI

AI21 Studio

Bloom AI

What are the most mature large language models (LLMs)?

Which one has the most employees?

Which LLMs companies have the most employees?

127 employees work for a typical company in this solution category which is 104 more than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 6 companies with >10 employees are offering . Top 3 products are developed by companies with a total of 1k employees. The largest company in this domain is Cohere AI with more than 700 employees. Cohere AI provides the llms solution: Cohere AI

Cohere AI

AI21 Labs

OpenAI

Insights

Where are LLMs vendors' HQs located?

Trends

What is the level of interest in large language models (LLMs)?

This category was searched on average for 375.5k times per month on search engines in 2023. This number has increased to 553.2k in 2024. If we compare with other generative ai solutions, a typical solution was searched 29.9k times in 2023 and this increased to 39k in 2024.

Large Language Models (LLMs)

Google Bard

Basis for Evaluation

Customer satisfaction

Cohere AI

Basis for Evaluation

Customer satisfaction

Market presence

Llama Models by Meta

Basis for Evaluation

Customer satisfaction

Market presence

Company

AI21 Studio

Basis for Evaluation

Customer satisfaction

Market presence

Company

ChatGPT

Basis for Evaluation

Customer satisfaction

Market presence

Company

RikAI

Basis for Evaluation

Customer satisfaction

Bloom AI

Basis for Evaluation

Customer satisfaction

Market presence

Company

Goose AI

Basis for Evaluation

Customer satisfaction

Market presence

Company

Claude

Basis for Evaluation

Customer satisfaction

Sources

Which one has collected the most reviews?

What are the most mature large language models (LLMs)?

Which LLMs companies have the most employees?

Insights

Where are LLMs vendors' HQs located?

Trends

What is the level of interest in large language models (LLMs)?

Related Solutions

AI Avatar Generators

AI Coding Tools

AI Content Detectors

AI Generated Architecture Software

AI Meeting Assistants / Tools

AI Music Generators

AI Video Editing Software

AI Video Generators

Enterprise Large Language Models (LLMs)

Generative AI Consulting Services

Image Generators

Large language model operations (LLMOps) Tools

LLMs in Healthcare

Text Summarizers

Text to Speech Software