Page 4 | Compare Business Software for Mistral AI: November 2025 Reviews & Comparison

Alumnium

Alumnium is an open source AI-powered test automation tool that bridges the gap between human and automated testing by translating plain-language test instructions into executable browser commands. It integrates seamlessly with popular web automation tools like Selenium and Playwright, allowing software and test engineers to accelerate browser test creation without sacrificing precision or control. Alumnium supports any Python test framework and leverages large language models (LLMs) from providers such as Anthropic, Google Gemini, OpenAI, and Meta Llama to interpret instructions and generate browser interactions. Users can write test cases using simple commands: do to describe steps, check to verify results, and get to extract data from the page. Alumnium utilizes the web page's accessibility tree and, if needed, screenshots to execute tests, ensuring compatibility with various web applications.

Starting Price: Free

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Mistral Medium 3

Mistral AI

Mistral Medium 3 is a powerful AI model designed to deliver state-of-the-art performance at a fraction of the cost compared to other models. It offers simpler deployment options, allowing for hybrid or on-premises configurations. Mistral Medium 3 excels in professional applications like coding and multimodal understanding, making it ideal for enterprise use. Its low-cost structure makes it highly accessible while maintaining top-tier performance, outperforming many larger models in specific domains.

Starting Price: Free

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Snowflake Cortex AI

Snowflake

Snowflake Cortex AI is a fully managed, serverless platform that enables organizations to analyze unstructured data and build generative AI applications within the Snowflake ecosystem. It offers access to industry-leading large language models (LLMs) such as Meta's Llama 3 and 4, Mistral, and Reka-Core, facilitating tasks like text summarization, sentiment analysis, translation, and question answering. Cortex AI supports Retrieval-Augmented Generation (RAG) and text-to-SQL functionalities, allowing users to query structured and unstructured data seamlessly. Key features include Cortex Analyst, which enables business users to interact with data using natural language; Cortex Search, a hybrid vector and keyword search engine for document retrieval; and Cortex Fine-Tuning, which allows customization of LLMs for specific use cases.

Starting Price: $2 per month

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Devstral

Mistral AI

Devstral is an open source, agentic large language model (LLM) developed by Mistral AI in collaboration with All Hands AI, specifically designed for software engineering tasks. It excels at navigating complex codebases, editing multiple files, and resolving real-world issues, outperforming all open source models on the SWE-Bench Verified benchmark with a score of 46.8%. Devstral is fine-tuned from Mistral-Small-3.1 and features a long context window of up to 128,000 tokens. It is optimized for local deployment on high-end hardware, such as a Mac with 32GB RAM or an Nvidia RTX 4090 GPU, and is compatible with inference frameworks like vLLM, Transformers, and Ollama. Released under the Apache 2.0 license, Devstral is available for free and can be accessed via Hugging Face, Ollama, Kaggle, Unsloth, and LM Studio.

Starting Price: $0.1 per million input tokens

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Mistral Document AI

Mistral AI

Mistral Document AI is an enterprise-grade document processing solution that combines advanced Optical Character Recognition (OCR) with structured data extraction capabilities. It achieves over 99% accuracy in extracting and understanding complex text, handwriting, tables, and images from various documents across global languages. It can process up to 2,000 pages per minute on a single GPU, offering minimal latency and cost-efficient throughput. Mistral Document AI integrates OCR with powerful AI tooling to enable flexible, full document lifecycle workflows, making archives instantly accessible. It supports annotations, allowing users to extract information in a structured JSON format, and combines OCR with large language model capabilities to enable natural language interaction with document content. This allows for tasks such as question answering about specific document content, information extraction, and summarization, and context-aware responses.

Starting Price: $14.99 per month

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Lorelight

Lorelight is an AI brand monitoring platform that enables communication professionals to track, analyze, and optimize their brand's presence across major AI platforms such as ChatGPT, Claude, Gemini, Meta, Deepseek, and Mistral. By creating a brand project, users can automatically set up monitoring, identify key competitors, and deploy smart prompts tailored to their industry. Lorelight provides share of voice analytics to measure a brand's weighted share compared to competitors in AI-generated responses, utilizing an inverse rank formula to prioritize top mentions. It also offers AI sentiment analysis to understand how AI portrays a brand, positive, negative, or neutral, with context. Users can discover organic mentions of their brand in AI conversations they didn't initiate, gaining insights into their competitive positioning.

Starting Price: $49 per month

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RankLLM

Castorini

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking. It offers a suite of rerankers, pointwise models like MonoT5, pairwise models like DuoT5, and listwise models compatible with vLLM, SGLang, or TensorRT-LLM. Additionally, it supports RankGPT and RankGemini variants, which are proprietary listwise rerankers. It includes modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. RankLLM integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts (MoE) models. The toolkit supports various backends, including SGLang and TensorRT-LLM, and is compatible with a wide range of LLMs.

Starting Price: Free

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Vello AI

Vello is the best way to work with AI, lightning fast, powerful, stackable, multi‑player AI chat that brings all the top models and human collaborators into one place. It supports web, mobile, and desktop, offering a fast, keyboard‑centric local experience. Vello combines models from OpenAI, Anthropic, Google, Facebook, Cohere, plus its own in‑house web and document models, enabling real‑time research with source quotes and citation, seamless document drafting, editing, and code iteration. Team spaces merge human and AI collaboration, allowing users to work side‑by‑side in shared spaces and chat rooms to execute tasks in real time. Users can create multiple AI personas, train them with files and documents (PDF, DOCX, code, CSV), and deploy them individually or in multi‑persona chat rooms, producing multi‑faceted workflows via round‑robin model responses.

Starting Price: $17 per month

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ChatBetter

ChatBetter is a unified AI chat platform that gives you access to all major large language models in one intuitive interface. It automatically routes your prompts to the most suitable model for each task, predicts the ideal reasoning level, and lets you view the top 2–3 responses side by side to compare insights and identify disagreements. You can easily merge those responses into a comprehensive answer. With features like chaining models for complex workflows (e.g., using analytical models for research, planning models for structure, and writing models for output), folder-based organization, searchable history, context windows that persist across back-and-forth interactions, and editable memory, it streamlines productivity. For team use, ChatBetter supports single sign‑on, robust admin controls, custom branding, collaboration features, role-based access, MFA, IP restrictions, and more.

Starting Price: $20 per month

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NativeMind

NativeMind is an open source, on-device AI assistant that runs entirely in your browser via Ollama integration, ensuring absolute privacy by never sending data to the cloud. Everything, from model inference to prompt processing, occurs locally, so there’s no syncing, logging, or data leakage. Users can load and switch between powerful open models such as DeepSeek, Qwen, Llama, Gemma, and Mistral instantly, without additional setup, and leverage native browser features for streamlined workflows. NativeMind offers clean, concise webpage summarization; persistent, context-aware chat across multiple tabs; local web search that retrieves and answers queries directly within the page; and immersive, format-preserving translation of entire pages. Built for speed and security, the extension is fully auditable and community-backed, delivering enterprise-grade performance for real-world use cases without vendor lock-in or hidden telemetry.

Starting Price: Free

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Portia

Portia AI is an open source developer framework (with optional cloud services) that lets teams rapidly build, deploy, and monitor stateful, authenticated AI agents with full visibility and control. Developers start by prompting the SDK to generate explicit, structured multi-step “plans” that weave together LLM reasoning and tool calls, then run those plans step-by-step, enriching plan state at each stage and pausing for clarifications (human or machine) whenever authentication or missing data is required. With its unified auth framework and plug-and-play tool catalog, Portia handles credentials and permissions for remote API and MCP tool invocations automatically. The complementary cloud offering adds persistent storage of plan run states, historical logs, telemetry dashboards, and managed scaling so production deployments stay reliable, auditable, and compliant in regulated environments.

Starting Price: $30 per month

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LLM Gateway

LLM Gateway is a fully open source, unified API gateway that lets you route, manage, and analyze requests to any large language model provider, OpenAI, Anthropic, Google Vertex AI, and more, using a single, OpenAI-compatible endpoint. It offers multi-provider support with seamless migration and integration, dynamic model orchestration that routes each request to the optimal engine, and comprehensive usage analytics to track requests, token consumption, response times, and costs in real time. Built-in performance monitoring lets you compare models’ accuracy and cost-effectiveness, while secure key management centralizes API credentials under role-based controls. You can deploy LLM Gateway on your own infrastructure under the MIT license or use the hosted service as a progressive web app, and simple integration means you only need to change your API base URL, your existing code in any language or framework (cURL, Python, TypeScript, Go, etc.) continues to work without modification.

Starting Price: $50 per month

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TensorBlock

TensorBlock is an open source AI infrastructure platform designed to democratize access to large language models through two complementary components. It has a self-hosted, privacy-first API gateway that unifies connections to any LLM provider under a single, OpenAI-compatible endpoint, with encrypted key management, dynamic model routing, usage analytics, and cost-optimized orchestration. TensorBlock Studio delivers a lightweight, developer-friendly multi-LLM interaction workspace featuring a plugin-based UI, extensible prompt workflows, real-time conversation history, and integrated natural-language APIs for seamless prompt engineering and model comparison. Built on a modular, scalable architecture and guided by principles of openness, composability, and fairness, TensorBlock enables organizations to experiment, deploy, and manage AI agents with full control and minimal infrastructure overhead.

Starting Price: Free

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MentionDesk

Get your brand mentioned by ChatGPT, AI Overviews, Claude, and other AI/LLM platforms. Discover where and how your brand is mentioned, benchmark against competitors, and optimize your rankings in AI search. What MentionDesk offers: - Track mentions, visibility, and rankings across AI platforms - See where and how AI mentions your brand - Understand what AI is saying about your brand - Research the industry and compare visibility metrics and rankings with competitors - Source mapping and comparison to identify gaps and key channels driving AI mentions

Starting Price: $39/month

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Release0

Release0 is a no-code conversational AI platform that empowers businesses to build, deploy, and optimize interactive chat-based experiences, such as lead qualification, onboarding, customer support, product launches, and AI‑powered chats, across websites, WhatsApp, custom domains, and other channels, all without writing a line of code. Using an intuitive visual drag-and-drop flow builder, users can design workflows incorporating elements like text, media, custom logic, input collection, conditionals, payment processing, and AI integrations (including support for OpenAI, Claude, Mistral, Groq, and more). Seamlessly deployable via embed codes, links, QR codes, or integration plugins (e.g., WordPress), Release0 supports extensive integration capabilities, including CRM systems, Google Sheets, Zapier, analytics pixels, and conversational APIs, making automation simple and scalable.

Starting Price: $31 per month

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Gram

Speakeasy

Gram is an open source platform that enables developers to create, curate, and host Model Context Protocol (MCP) servers effortlessly, by transforming REST APIs (via OpenAPI specs) into AI-agent-ready tools without code changes. It guides users through a workflow: generating default tooling from API endpoints, scoping down to relevant tools, composing higher-order custom tools by chaining multiple calls, enriching tools with contextual prompts and metadata, and instantly testing within an interactive playground. With built-in support for OAuth 2.1 (including Dynamic Client Registration or user-authored flows), it ensures secure agent access. Once ready, these tools can be hosted as production-grade MCP servers, complete with centralized management, role-based access, audit logs, and compliance-ready infrastructure, including Cloudflare edge deployment and DXT-packaged installers for easy distribution.

Starting Price: $250 per month

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iMini

iMini is an AI-assistant platform offering an AI agent that consolidates multiple AI tools into a single interface, so users don’t need to switch between specialized apps. It supports services like AI chat, AI slides, AI docs, AI video, and AI image, plus a feature called deep research to rapidly aggregate, analyze, and present insights. You provide a prompt or describe what you need, say, “Create a new energy slide with market data", and iMini produces a deliverable (presentation slide, report, image/video, etc.) quickly. Typical tasks such as slide creation, report writing, or deep research are said to be completed in about 10 minutes, saving around 5 hours on average. The product is positioned to deliver “productivity close to four regular employees” under its Max membership, generating dozens of professional outputs every month.

Starting Price: $10 per month

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Peasy

Peasy is AI visibility analytics platform that measures AI traffic alongside standard web activity. Traditional JavaScript tracking misses most AI crawlers and chatbot referrals, leaving a gap in reporting. Peasy closes this by recording server-side crawler data and inbound AI visits from ChatGPT, Perplexity, Gemini and more. You can see how often pages are visited, fetched, which sections of a website receive repeated scans and how crawl activity changes over time. Each visit is logged with the source chatbot, the cited query and the exact fragment of text that triggered the click. This data connects AI answers directly to user behavior on the site. Standard analytics functions remain available, including visitor profiles, funnels and conversion tracking. Custom dashboards merge AI-origin and human sessions in one interface and integration with Google Search Console adds search query data for a complete view of discovery.

Starting Price: $47/month

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Doraverse

Doraverse is an all-in-one AI coworker platform that brings together over 15 top AI models, 50+ app integrations, and no-code automation to support real office work. Users can chat and switch between models, run “multi-AI debates” to surface authoritative answers, and centralize workflows in a unified workspace. Its creative studio allows image, video, and voice generation using multiple generative systems. Teams can build role-based agents via a no-code interface, combining file search, APIs, OCR, code execution, and custom instructions, and set up automations without writing glue logic. Doraverse also offers productivity tools like deep research mode, internal document search, dashboards, and usage tracking. It supports team collaboration with shared workspaces, customizable domains, security and compliance (SOC 2, GDPR), and cost visibility.

Starting Price: $12 per month

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Kodu AI

Kodu is an AI-powered development platform that allows users to ideate, prototype, and build software products without needing deep coding expertise. It features Claude Code, a VSCode extension powered by Claude 3.7 Sonnet, which brings agentic coding capabilities directly into your editor: the tool can generate code, inspect diffs of changes it makes, interpret pasted images or mockups into functional UI, and run CLI commands without leaving the chat interface. Kodu also offers Kodu Engineer, a voice-driven assistant that lets you describe your project in natural language and watch it build your app live with screen sharing and instant deployment. Behind the scenes, Kodu utilizes its own “Kodu Cloud” inference API with a “rateless” model connection, allowing users to prototype and extend apps rapidly. All of this is delivered through a workflow that connects idea, design, and production, from mockup to live app, with minimal friction or handoff overhead.

Starting Price: Free

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Novelcrafter

Novelcrafter is an AI-powered writing platform designed to support authors throughout the entire storytelling process, from brainstorming and character building to drafting, reviewing, and exporting their work. The platform offers a dedicated “Codex” wiki where writers can catalogue characters, locations, lore, and world‐building elements, ensuring consistency and easy reference. It supports structured planning modes, acts, chapters, scenes, and integrates seamlessly with the writing interface so authors can switch fluidly between planning and prose. AI tools are optional and fully customisable: authors can connect their own API keys (OpenAI, Claude, local LLMs) and set up tailored prompts, or work manually without AI support. Novelcrafter includes a distraction-free write mode, revision history, import/export of documents (Word, Markdown, HTML), and mobile compatibility for writing on the go.

Starting Price: $4.64 per month

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Metorial

Metorial is an open source, developer-centric integration platform that streamlines the creation, deployment, monitoring, and scaling of agentic AI applications by connecting models to tools, data, and APIs via the Model Context Protocol. With a catalog of over 600 verified MCP “servers,” developers can give their agents capabilities like interacting with Slack, Google Calendar, Notion, APIs, databases, or other systems in just a few clicks or one API call. Metorial’s infrastructure is serverless and built for scale, deploying MCP servers in three clicks or an API call, supporting “zero to millions” of requests, and offering out-of-the-box observability including detailed logging, tracing, session replay, and error alerts. A full set of SDKs (Python, TypeScript) is provided, and every interaction is traceable so teams can audit and optimize agent behaviour. Whether self-hosted or cloud-powered, Metorial offers enterprise-grade security and multi-tenant support.

Starting Price: $35 per month

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Mistral AI Studio

Mistral AI

Mistral AI Studio is a unified builder-platform that enables organizations and development teams to design, customize, deploy, and manage advanced AI agents, models, and workflows from proof-of-concept through to production. The platform offers reusable blocks, including agents, tools, connectors, guardrails, datasets, workflows, and evaluations, combined with observability and telemetry capabilities so you can track agent performance, trace root causes, and govern production AI operations with visibility. With modules like Agent Runtime to make multi-step AI behaviors repeatable and shareable, AI Registry to catalogue and manage model assets, and Data & Tool Connections for seamless integration with enterprise systems, Studio supports everything from fine-tuning open source models to embedding them in your infrastructure and rolling out enterprise-grade AI solutions.

Starting Price: $14.99 per month

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Rebolt.ai

Rebolt is an enterprise-grade AI platform that empowers companies to build custom applications and intelligent agents simply by speaking with AI. The platform integrates seamlessly with corporate tools such as OneDrive, SharePoint, Salesforce, Slack, and custom APIs, offering built-in infrastructure like databases, file storage, scheduling (cron jobs), audit logs, and distinct staging and production environments for deployment. Users can create apps and agents without writing API key code by simply describing what they need in natural language, while maintaining enterprise-class security, permissions mapping (e.g., via Azure groups), and role-based access. Rebolt is designed for building operational workflows, internal tools, and automation that connect to existing company data and services, enabling non-technical users (or low-code teams) to rapidly assemble solutions and replace spreadsheets, manual processes, and fragmented SaaS stacks.

Starting Price: $25 per month

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Ekinox

Ekinox is a visual AI automation platform that enables users to build, deploy, and manage AI-driven workflows without writing code; through its intuitive drag-and-drop canvas, you can design intelligent agents that connect to more than 100 pre-built integrations and trigger actions across a wide array of productivity, data, and communication tools. The platform supports real-time processing and collaboration, providing team workspaces, version control, and instant deployment. It features enterprise-grade security with SOC 2 compliance, bank-grade encryption, custom API connector support, and advanced access controls. Users can monitor workflows via analytics dashboards, track cost and performance across models and integrations, and scale with predictive auto-scaling and log retention. With setup times measured in minutes rather than months, Ekinox streamlines everything from simple task automation.

Starting Price: $30 per month

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JavaScript

JavaScript is a scripting language and programming language for the web that enables developers to build dynamic elements on the web. Over 97% of the websites in the world use client-side JavaScript. JavaScript is one of the most important scripting languages on the web. Strings in JavaScript are contained within a pair of either single quotation marks '' or double quotation marks "". Both quotes represent Strings but be sure to choose one and STICK WITH IT. If you start with a single quote, you need to end with a single quote. There are pros and cons to using both IE single quotes tend to make it easier to write HTML within Javascript as you don’t have to escape the line with a double quote. Let’s say you’re trying to use quotation marks inside a string. You’ll need to use opposite quotation marks inside and outside of JavaScript single or double quotes.

Starting Price: Free

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SQL

SQL is a domain-specific programming language used for accessing, managing, and manipulating relational databases and relational database management systems.

Starting Price: Free

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C#

Microsoft

C# (also known as C Sharp, pronounced "See Sharp") is a modern, object-oriented, and type-safe programming language. C# enables developers to build many types of secure and robust applications that run in .NET. C# has its roots in the C family of languages and will be immediately familiar to C, C++, Java, and JavaScript programmers. This tour provides an overview of the major components of the language in C# 8 and earlier. C# is an object-oriented, component-oriented programming language. C# provides language constructs to directly support these concepts, making C# a natural language in which to create and use software components. Since its origin, C# has added features to support new workloads and emerging software design practices. At its core, C# is an object-oriented language. You define types and their behavior.

Starting Price: Free

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Clojure

Clojure is a robust, practical, and fast programming language with a set of useful features that together form a simple, coherent, and powerful tool. Clojure is a dynamic, general-purpose programming language, combining the approachability and interactive development of a scripting language with an efficient and robust infrastructure for multithreaded programming. Clojure is a compiled language, yet remains completely dynamic, every feature supported by Clojure is supported at runtime. Clojure provides easy access to the Java frameworks, with optional type hints and type inference, to ensure that calls to Java can avoid reflection. Clojure is a dialect of Lisp, and shares with Lisp the code-as-data philosophy and a powerful macro system. Clojure is predominantly a functional programming language and features a rich set of immutable, persistent data structures. When a mutable state is needed, Clojure offers a software transactional memory system and reactive Agent system.

Starting Price: Free

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GMTech

GMTech enables you to compare all the best language models and image generators in one application for one subscription price. Compare all the best AI models side-by-side in one easy-to-use user interface. Toggle between AI models mid-conversation. GMTech will preserve your conversation context. Select text and generate images mid-conversation.

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Business Software for Mistral AI - Page 4

Top Software that integrates with Mistral AI as of November 2025 - Page 4

Alumnium

Mistral Medium 3

Snowflake Cortex AI

Devstral

Mistral Document AI

Lorelight

RankLLM

Vello AI

ChatBetter

NativeMind

Portia

LLM Gateway

TensorBlock

MentionDesk

Release0

Gram

iMini

Peasy

Doraverse

Kodu AI

Novelcrafter

Metorial

Mistral AI Studio

Rebolt.ai

Ekinox

JavaScript

SQL

C#

Clojure

GMTech