Page 3 | Compare Business Software for Codestral: July 2025 Reviews & Comparison

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

View Software

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

View Software

Bash

Bash is a free software Unix shell and command language. It has become the default login shell for most Linux distributions. In addition to being available on Linux systems, a version of Bash is also available for Windows through the Windows Subsystem for Linux. Bash is the default user shell in Solaris 11 and was the default shell in Apple macOS from version 10.3 until the release of macOS Catalina, which changed the default shell to zsh. Despite this change, Bash remains available as an alternative shell on macOS systems. As a command processor, Bash allows users to enter commands in a text window that are then executed by the system. Bash can also read and execute commands from a file, known as a shell script. It supports a number of features commonly found in Unix shells, including wildcard matching, piping, here documents, command substitution, variables, and control structures for condition testing and iteration. Bash is compliant with the POSIX shell standards.

Starting Price: Free

View Software

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.

View Software

Verta

Get everything you need to start customizing LLMs and prompts immediately, no PhD required. Starter Kits with model, prompt, and dataset suggestions matched to your use case allow you to begin testing, evaluating, and refining model outputs right away. Experiment with multiple models (proprietary and open source), prompts, and techniques simultaneously to speed up the iteration process. Automated testing and evaluation and AI-powered prompt and refinement suggestions enable you to run many experiments at once to quickly achieve high-quality results. Verta’s easy-to-use platform empowers builders of all tech levels to achieve high-quality model outputs quickly. Using a human-in-the-loop approach to evaluation, Verta prioritizes human feedback at key points in the iteration cycle to capture expertise and develop IP to differentiate your GenAI products. Easily keep track of your best-performing options from Verta’s Leaderboard.

View Software

BlueGPT

Enjoy the power of the best AI models on a single platform. Take advantage of the generative AI's power with your team and stay ahead of the competition. Search for discussions, create folders, add tags, export data, and much more. Use the power of AI directly on the internet. Switch between models in the same chat, text, images, and web search. Enjoy exclusive prompts categorized by marketing, social media, HR, sales, and much more. Write your prompts once and reuse them endlessly directly in BlueGPT. Create your personal assistants and enjoy those from the community. Choose the interface that suits you and create a space where you feel comfortable. Upload any file and start asking questions about its content. Search for discussions, create folders, add tags, export data, and much more. Sync and back up your chat data across multiple devices. Access all AI models in one place, and create content faster at less cost.

Starting Price: €24 per month

View Software

thisorthis.ai

Discover the best AI responses by comparing, sharing, and voting. thisorthis.ai streamlines AI model comparison, saving you time and effort. Test prompts across multiple models, analyze differences, and share them instantly. Optimize your AI strategy with data-driven comparisons, and make informed decisions faster. thisorthis.ai is your go-to platform for AI model showdowns. It lets you do a side-by-side comparison, share, and vote on AI-generated responses from multiple models. Whether you’re curious about which AI model provides the best answers or just want to explore the variety of responses, thisorthis.ai has you covered. Enter any prompt and see responses from various AI models side by side. Compare GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Flash, and other model responses with just a click. Vote on the best responses to help highlight which models are excelling. Share links to your prompts and the AI responses you receive easily with anyone.

Starting Price: $0.0005 per 1000 tokens

View Software

Mammouth AI

Get access to Claude 3.5 Sonnet, GPT-4o, Mistral, Llama 3, Gemini, Dall-E, Stable Diffusion, and Midjourney in one place. Create stunning, high-quality images from text descriptions using advanced AI algorithms, perfect for various creative and professional applications. Quickly send your prompt to another model to get a different result and benefit from the diversity of possible answers. The future is multi-models. Access and review past conversations, enabling continuity in discussions and easy reference to previous information exchanges. Communicate and generate content in multiple languages, breaking down language barriers and expanding the tool's global usability. Easily upload and analyze images or documents, allowing the AI to process visual information and extract insights from various file types. Mammouth automatically accesses up-to-date information from the internet directly, providing real-time data for your queries.

Starting Price: €10 per month

View Software

Klee

Local and secure AI on your desktop, ensuring comprehensive insights with complete data security and privacy. Experience unparalleled efficiency, privacy, and intelligence with our cutting-edge macOS-native app and advanced AI features. RAG can utilize data from a local knowledge base to supplement the large language model (LLM). This means you can keep sensitive data on-premises while leveraging it to enhance the model‘s response capabilities. To implement RAG locally, you first need to segment documents into smaller chunks and then encode these chunks into vectors, storing them in a vector database. These vectorized data will be used for subsequent retrieval processes. When a user query is received, the system retrieves the most relevant chunks from the local knowledge base and inputs these chunks along with the original query into the LLM to generate the final response. We promise lifetime free access for individual users.

View Software

Toolmark

Instantly transform your ideas into AI apps, with absolutely no coding required. Build AI tools and Chrome extensions effortlessly with a user-friendly drag-and-drop builder. No coding knowledge is required, making it accessible to everyone. Integrate your AI tools with your favorite tools and services. Use Zapier, Airtable, and more to automate your workflows. Define your own AI prompts. Chain multiple prompts for complex AI interactions. Use data from users or actions in your prompts. Easily embed your AI tools on your website, enhancing it with AI capabilities. Bring sophisticated AI interactions directly to your audience. Personalize the look and feel of your AI tools. Adjust everything to match your brand identity. Build tools that generate text, images, and voice using advanced AI models. Use GPT-4o, Google Gemini, Midjourney, Llama, Mistral and more.

Starting Price: $29/month

View Software

302.AI

The API market offers a comprehensive collection of APIs, including LLMs, AI drawing, image processing, sound processing, information retrieval, and data vectorization. All functions of the 302.AI platform are accessible via API, allowing developers to quickly find the necessary APIs for their applications or services, along with integration methods and documentation support. Zero configuration is required, one click to start using various AI functions. 302.AI platform is designed with user-friendliness as its core, ensuring that everyone can easily enjoy the convenience brought by AI. Through the one-click sharing function, users will be able to share AI applications with others easily. The recipient does not need to register or log in, while still able to gain access immediately just by entering the sharing code. Sharing AI is just as simple as sharing files. A single account is able to create and manage an unlimited number of AI bots.

Starting Price: $1 per model

View Software

HoneyHive

AI engineering doesn't have to be a black box. Get full visibility with tools for tracing, evaluation, prompt management, and more. HoneyHive is an AI observability and evaluation platform designed to assist teams in building reliable generative AI applications. It offers tools for evaluating, testing, and monitoring AI models, enabling engineers, product managers, and domain experts to collaborate effectively. Measure quality over large test suites to identify improvements and regressions with each iteration. Track usage, feedback, and quality at scale, facilitating the identification of issues and driving continuous improvements. HoneyHive supports integration with various model providers and frameworks, offering flexibility and scalability to meet diverse organizational needs. It is suitable for teams aiming to ensure the quality and performance of their AI agents, providing a unified platform for evaluation, monitoring, and prompt management.

View Software

DataChain

iterative.ai

DataChain connects unstructured data in cloud storage with AI models and APIs, enabling instant data insights by leveraging foundational models and API calls to quickly understand your unstructured files in storage. Its Pythonic stack accelerates development tenfold by switching to Python-based data wrangling without SQL data islands. DataChain ensures dataset versioning, guaranteeing traceability and full reproducibility for every dataset to streamline team collaboration and ensure data integrity. It allows you to analyze your data where it lives, keeping raw data in storage (S3, GCP, Azure, or local) while storing metadata in inefficient data warehouses. DataChain offers tools and integrations that are cloud-agnostic for both storage and computing. With DataChain, you can query your unstructured multi-modal data, apply intelligent AI filters to curate data for training and snapshot your unstructured data, the code for data selection, and any stored or computed metadata.

Starting Price: Free

View Software

Humiris AI

Humiris AI is a next-generation AI infrastructure platform that enables developers to build advanced applications by integrating multiple Large Language Models (LLMs). It offers a multi-LLM routing and reasoning layer, allowing users to optimize generative AI workflows with a flexible, scalable infrastructure. Humiris AI supports various use cases, including chatbot development, fine-tuning multiple LLMs simultaneously, retrieval-augmented generation, building super reasoning agents, advanced data analysis, and code generation. The platform's unique data format adapts to all foundation models, facilitating seamless integration and optimization. To get started, users can register for an account, create a project, add LLM provider API keys, and define parameters to generate a mixed model tailored to their specific needs. It allows deployment on users' own infrastructure, ensuring full data sovereignty and compliance with internal and external regulations.

View Software

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.

View Software

C++

C++ is a simple and clear language in its expressions. It is true that a piece of code written with C++ may be seen by a stranger of programming a bit more cryptic than some other languages due to the intensive use of special characters ({}[]*&!|...), but once one knows the meaning of such characters it can be even more schematic and clear than other languages that rely more on English words. Also, the simplification of the input/output interface of C++ in comparison to C and the incorporation of the standard template library in the language, makes the communication and manipulation of data in a program written in C++ as simple as in other languages, without losing the power it offers. It is a programming model that treats programming from a perspective where each component is considered an object, with its own properties and methods, replacing or complementing structured programming paradigm, where the focus was on procedures and parameters.

Starting Price: Free

View Software

Prompt Security

Prompt Security enables enterprises to benefit from the adoption of Generative AI while protecting from the full range of risks to their applications, employees and customers. At every touchpoint of Generative AI in an organization — from AI tools used by employees to GenAI integrations in customer-facing products — Prompt inspects each prompt and model response to prevent the exposure of sensitive data, block harmful content, and secure against GenAI-specific attacks. The solution also provides leadership of enterprises with complete visibility and governance over the AI tools used within their organization.

View Software

Groq

Groq is on a mission to set the standard for GenAI inference speed, helping real-time AI applications come to life today. An LPU inference engine, with LPU standing for Language Processing Unit, is a new type of end-to-end processing unit system that provides the fastest inference for computationally intensive applications with a sequential component, such as AI language applications (LLMs). The LPU is designed to overcome the two LLM bottlenecks, compute density and memory bandwidth. An LPU has greater computing capacity than a GPU and CPU in regards to LLMs. This reduces the amount of time per word calculated, allowing sequences of text to be generated much faster. Additionally, eliminating external memory bottlenecks enables the LPU inference engine to deliver orders of magnitude better performance on LLMs compared to GPUs. Groq supports standard machine learning frameworks such as PyTorch, TensorFlow, and ONNX for inference.

View Software

Le Chat

Mistral AI

Le Chat is a conversational entry point to interact with the various models from Mistral AI. It offers a pedagogical and fun way to explore Mistral AI’s technology. Le Chat can use Mistral Large or Mistral Small under the hood, or a prototype model called Mistral Next, designed to be brief and concise. We are hard at work to make our models as useful and as little opinionated as possible, although much remain to be improved! Thanks to a tunable system-level moderation mechanism, Le Chat warns you in a non-invasive way when you’re pushing the conversation in directions where the assistant may produce sensitive or controversial content.

Starting Price: Free

View Software

Keywords AI

Keywords AI is the leading LLM monitoring platform for AI startups. Thousands of engineers use Keywords AI to get complete LLM observability and user analytics. With 1 line of code change, you can easily integrate 200+ LLMs into your codebase. Keywords AI allows you to monitor, test, and improve your AI apps with minimal effort.

Starting Price: $0/month

View Software

GaiaNet

The API approach allows any agent application in the OpenAI ecosystem, which is 100% of AI agents today, to use GaiaNet as an alternative to OpenAI. Furthermore, while the OpenAI API is backed by a handful of models to give generic responses, each GaiaNet node can be heavily customized with a finetuned model supplemented by domain knowledge. GaiaNet is a decentralized computing infrastructure that enables everyone to create, deploy, scale, and monetize their own AI agents that reflect their styles, values, knowledge, and expertise. It allows individuals and businesses to create AI agents. Each GaiaNet node provides. A distributed and decentralized network of GaiaNodes. Fine-tuned large language models with private data. Proprietary knowledge base that individuals or enterprises have to improve the performance of the model. Decentralized AI apps that utilize the API of the distributed GaiaNet infrastructure. Offers personal AI teaching assistants, ready to enlighten at any place & time.

View Software

EvalsOne

An intuitive yet comprehensive evaluation platform to iteratively optimize your AI-driven products. Streamline LLMOps workflow, build confidence, and gain a competitive edge. EvalsOne is your all-in-one toolbox for optimizing your application evaluation process. Imagine a Swiss Army knife for AI, equipped to tackle any evaluation scenario you throw its way. Suitable for crafting LLM prompts, fine-tuning RAG processes, and evaluating AI agents. Choose from rule-based or LLM-based approaches to automate the evaluation process. Integrate human evaluation seamlessly, leveraging the power of expert judgment. Applicable to all LLMOps stages from development to production environments. EvalsOne provides an intuitive process and interface, that empowers teams across the AI lifecycle, from developers to researchers and domain experts. Easily create evaluation runs and organize them in levels. Quickly iterate and perform in-depth analysis through forked runs.

View Software

Continue

The leading open-source AI code assistant. You can connect any models and any context to create custom autocomplete and chat experiences inside the IDE Remain in flow while coding by removing the barriers that block productivity when building software. Accelerate development with a plug-and-play system that makes it easy to get started and integrates with your entire stack. Become a leader in AI by setting up your code assistant to evolve as new capabilities emerge. Continue autocompletes single lines or entire sections of code in any programming language as you type. Attach code or other context to ask questions about functions, files, the entire codebase, and more. Highlight code sections and press a keyboard shortcut to rewrite code from natural language.

Starting Price: $0/developer/month

View Software

Motific.ai

Outshift by Cisco

Accelerate your GenAI adoption journey. Configure GenAI assistants powered by your organization’s data with just a few clicks. Roll out GenAI assistants with guardrails for security, trust, compliance, and cost management. Discover how your teams are leveraging AI assistants with data-driven insights. Uncover opportunities to maximize value. Power your GenAI apps with top Large Language Models (LLMs). Seamlessly connect with top GenAI model providers such as Google, Amazon, Mistral, and Azure. Employ safe GenAI on your marcom site that answers press, analysts, and customer questions. Quickly create and deploy GenAI assistants on web portals that offer swift, precise, and policy-controlled responses to questions, using the information in your public content. Leverage safe GenAI to offer swift, correct answers to legal policy questions from your employees.

View Software

Simplismart

Fine-tune and deploy AI models with Simplismart's fastest inference engine. Integrate with AWS/Azure/GCP and many more cloud providers for simple, scalable, cost-effective deployment. Import open source models from popular online repositories or deploy your own custom model. Leverage your own cloud resources or let Simplismart host your model. With Simplismart, you can go far beyond AI model deployment. You can train, deploy, and observe any ML model and realize increased inference speeds at lower costs. Import any dataset and fine-tune open-source or custom models rapidly. Run multiple training experiments in parallel efficiently to speed up your workflow. Deploy any model on our endpoints or your own VPC/premise and see greater performance at lower costs. Streamlined and intuitive deployment is now a reality. Monitor GPU utilization and all your node clusters in one dashboard. Detect any resource constraints and model inefficiencies on the go.

View Software

Mirascope

Mirascope is an open-source library built on Pydantic 2.0 for the most clean, and extensible prompt management and LLM application building experience. Mirascope is a powerful, flexible, and user-friendly library that simplifies the process of working with LLMs through a unified interface that works across various supported providers, including OpenAI, Anthropic, Mistral, Gemini, Groq, Cohere, LiteLLM, Azure AI, Vertex AI, and Bedrock. Whether you're generating text, extracting structured information, or developing complex AI-driven agent systems, Mirascope provides the tools you need to streamline your development process and create powerful, robust applications. Response models in Mirascope allow you to structure and validate the output from LLMs. This feature is particularly useful when you need to ensure that the LLM's response adheres to a specific format or contains certain fields.

View Software

Symflower

Symflower enhances software development by integrating static, dynamic, and symbolic analyses with Large Language Models (LLMs). This combination leverages the precision of deterministic analyses and the creativity of LLMs, resulting in higher quality and faster software development. Symflower assists in identifying the most suitable LLM for specific projects by evaluating various models against real-world scenarios, ensuring alignment with specific environments, workflows, and requirements. The platform addresses common LLM challenges by implementing automatic pre-and post-processing, which improves code quality and functionality. By providing the appropriate context through Retrieval-Augmented Generation (RAG), Symflower reduces hallucinations and enhances LLM performance. Continuous benchmarking ensures that use cases remain effective and compatible with the latest models. Additionally, Symflower accelerates fine-tuning and training data curation, offering detailed reports.

View Software

Literal AI

Literal AI is a collaborative platform designed to assist engineering and product teams in developing production-grade Large Language Model (LLM) applications. It offers a suite of tools for observability, evaluation, and analytics, enabling efficient tracking, optimization, and integration of prompt versions. Key features include multimodal logging, encompassing vision, audio, and video, prompt management with versioning and AB testing capabilities, and a prompt playground for testing multiple LLM providers and configurations. Literal AI integrates seamlessly with various LLM providers and AI frameworks, such as OpenAI, LangChain, and LlamaIndex, and provides SDKs in Python and TypeScript for easy instrumentation of code. The platform also supports the creation of experiments against datasets, facilitating continuous improvement and preventing regressions in LLM applications.

View Software

Azure AI Foundry Agent Service

Microsoft

Azure AI Foundry Agent Service is a platform that allows businesses to design, deploy, and scale AI agents that automate complex tasks while maintaining human control. The service offers a user-friendly interface and a comprehensive set of tools to build multi-agent applications, integrate them with various Azure services like Azure Functions and Logic Apps, and ensure security and compliance. The service aims to help businesses streamline operations by using AI agents for specific workflows, which can be grounded in real-time web data, internal documents, and more.

View Software

Noma

From development to production and from classic data engineering to AI. Secure the development environments, pipelines, tools, and open source components that make up your data and AI supply chain. Continuously discover, prevent, and fix AI security and compliance risks before they make their way to production. Monitor your AI applications in runtime, detect and block adversarial AI attacks, and enforce app-specific guardrails. Noma seamlessly embeds across your data and AI supply chain and AI applications, mapping all your data pipelines, notebooks, MLOps tools, open-source AI components, first- and third-party models, and datasets, automatically generating a comprehensive AI/ML-BOM. Noma continuously identifies and provides actionable remediations for security risks such as misconfigurations, AI vulnerabilities, and against-policy training data usage throughout your data and AI supply chain, enabling you to proactively improve your AI security posture.

View Software

Business Software for Codestral - Page 3

Top Software that integrates with Codestral as of July 2025 - Page 3

C#

Clojure

Bash

GMTech

Verta

BlueGPT

thisorthis.ai

Mammouth AI

Klee

Toolmark

302.AI

HoneyHive

DataChain

Humiris AI

JavaScript

C++

Prompt Security

Groq

Le Chat

Keywords AI

GaiaNet

EvalsOne

Continue

Motific.ai

Simplismart

Mirascope

Symflower

Literal AI

Azure AI Foundry Agent Service

Noma