Based in Paris, France, they bridge a gap between Closed models and Open Weighted models
Pioneered MoE Architecture -“Mixture of Experts” (a prompt triggers a ‘pathway of parameters’ and may require only related processing pathways rather than the entire capability of the AI). There may be 670B total parameters available, but only 40B parameters (Experts) are activated. This saves computational cost & latency, and delivers Frontier-level reasoning.
Supports massive context windows allowing 256K tokens to deliver multi-document RAG (Retrieval Augmented Generation), Large Database processing and long form analytical reports
Can deploy autonomous agents through Mistral AI Studio
Trained on massive amount of public internet data, code repositories spanning over 80 programming languages (logic, syntax, architectural), and synthetic data generation pipelines to fine tune & optimize reasoning layers
Open Weighted Models:
Perplexity
Valuation: $21B
Owned By: Privately owned by former OpenAI, Google AI and Microsoft AI guys, Meta, Quora, Databricks, Investors (Bezos, NVidia, etc)
Each querry starts an active web search, not memory -not memory, source links
Can select between models depending on needs (GPT, Claude, etc)
Focus Mode restricts searches to academic, social or financial papers
Deep Research uses parallel searches autonomously for full reports
Fine Tunes external models (GPT, Claude, Gemini) Uses RAG processing
Rag -Retrieval Augmented Generation -Uses live content to process responses (Bing, Google, MS Graph data & Live web data)
MicroSoft – Co-Pilot
Valuation: Unknown
Owned By: Microsoft – Built on Open AI
Conversational & Generative
Can process text, voice, images & create visuals from descriptions
Embedded in all MS-365 apps (Office, Teams, etc)
Dual-Mode grounding – Web mode / Work mode
Web Mode -retrieves public data via Bing
Work Mode -retrieves organizatioal data via MS Graphs
Agentic -uses autonomous companions customized via MS Co-Pilot Studio
Create strict boundaries from MS-365 Permissions & rules
Uses RAG (Retrieval Augmented Generation (MS-Graph & Live Web data)
GitHub – Co-Pilot
Valuation: Unknown
Owned By: Microsoft, GitHub (Uses OpenAI)
Also controlled by MicroSoft but is separate from preious Co-Pilot
Multi-Modal -Image, text, video, code
Selectable LLM (GPT, Gemini, Claude)
Assists with real-time coding, integrates into code editors
Chat Mode or Agent Mode -can communicate and execute
Context-Aware Auto Complete based on your open tabs & cursor positions
Trained on GPT -public code repositories, open source code (GitHub, illustrations and conceptualizations), Natural Language texts, billions of lines of source code from public repositories
Eleven Labs
Valuation: $11B – $22B
Owned By: 2 Co-Founders in Poland, Minority Investors (Banks in Poland)
Use dedicated Agents lie Humanizer and Reader Reactions
Plaigerism & AI Detection Prevention
Enterprise and Team Customization
Integrates into browser extensions, apps and editors
Trained on LLM’s, NLP’s (Natural Language Processing), rule based algorythms and machine learning
Notion AI
Valuation: $11B
Owned By:Co-Founders & a few Investors (American)
LLM does NOT train on your personal/workspace data by default
Workspace-wide search of connected apps
Auto Content Generation and editing
Uses autonomous multi-step Agents
No User Training -Uses external models (GPT, Gemini, Claude) to bridge top LLM’s rather than be a proprietary standalone model
Draft documents, fix grammar, summarize, translate, re-write (change the tone of the output)
Create databases, content, calendars, and tables of data
Zapier
Valuation: $5B
Owned By: Zapier Inc Co-Founders
An orchestration layer for frontier models ((GPT, Claude, Gemini)
Connects the LLM to over 9K apps
Can troubleshoot workflows using language
Autonomous systems & chatbots can execute tasks in specific apps
Can access & use specific data sources
Translates instructions to external AI’s, so that the AI can invoke Zapier app actions
Jasper
Valuation: $1.2B – $1.5B
Owned By: Co-Founders, Execs & Venture Capital Firms
Uses all the top LLM’s (GPT, CLaude, Gemini)
Specifically designed & engineered for marketing projects
Jasper IQ -shared intelligence layer with brand, product and target audience in mind
Combines top AI models with SEO & Fact Checking integrations
Agentic -create agents that specialize in marketing roles
Trained on a vast amount of public internet text via LLM’s & multimode engines as well as uploaded brand assets (company data)
Azure
Valuation: $135B
Owned By: Microsoft Cloud Based, Uses OpenAI
A MicroSoft platform of cloud-based tools that use external Frontier LLM’s and accesses user-provided data to generate a private model via MicroSoft Foundary
Tailored specifically for Long-Horizon Autonomy, terminal execution and software developnment, Kimi 3 outperforms many western models
Supports Enterprise customization and academic research
Very large 1 million token context window with native visual/video translation
2.8trillion total parameters, 896 experts, using only 16 active at a time (104B active parameters) per token for high inference efficiency
Trained on very diverse multi-modal cirriculum of 45 trillion tokens of text, image, audio/video and reinforcement learning
DeepSeek
Valuation: $50B – $70B
Owned By:
Operates on 671B total parameters, acts on only 37B per token to save power, uses multi-head latent attention
Uses 8-bit floating point training to reduce memory movement & hardware demands
Shows internal train of thought (step-by-step) before outputting answers
Open licensing, developers can run & distill smaller versions locally
Developed & trained at a fraction of the cost of Western models
Trained on trillions of diverse high-quality public & licensed text tokens covering general, math, coding, multi-lingual text, as well as Reinforcement Learning (Group Relative Policy Optomizing) to teach how to think as well as self-verify
AliBaba – Qwen
Valuation: $275B
Owned By: Ali Baba
Open Weighted/Open Source variants and larger proprietary cloud variations
18 – 36 trillion tokens depending on model tier level
Rigorous automated safety filters, quality cleaning and human alignment training