Page 28 | Compare Business Software for Python: November 2025 Reviews & Comparison

Synth

Get real-time and historical exchange rates for any currency. Get information on all global stock exchanges. Free logo endpoint for payment methods. Our goal with the Synth API is to make it as simple as possible to get up and running with the various tools Synth offers around fintech data. You can interact with the API through HTTP requests from any language. Synth provides modern fintech APIs for businesses tired of dealing with antiquated enterprise software. Production requests must be routed through your own backend server where your API key can be securely loaded from an environment variable or key management service. Translate cryptic bank transactions into merchants with logos, addresses, and more. Lists all fiat currencies, along with details about each currency. Real-time rates for any currency, are updated every 60 seconds. Provides a list of all the stock tickers supported by Synth.

Starting Price: $10 per month

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Onehouse

The only fully managed cloud data lakehouse designed to ingest from all your data sources in minutes and support all your query engines at scale, for a fraction of the cost. Ingest from databases and event streams at TB-scale in near real-time, with the simplicity of fully managed pipelines. Query your data with any engine, and support all your use cases including BI, real-time analytics, and AI/ML. Cut your costs by 50% or more compared to cloud data warehouses and ETL tools with simple usage-based pricing. Deploy in minutes without engineering overhead with a fully managed, highly optimized cloud service. Unify your data in a single source of truth and eliminate the need to copy data across data warehouses and lakes. Use the right table format for the job, with omnidirectional interoperability between Apache Hudi, Apache Iceberg, and Delta Lake. Quickly configure managed pipelines for database CDC and streaming ingestion.

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DeviceID

Our ML-powered platform instantly reveals your traffic allowing you to identify your users even if they try to hide their identity. detect attacks and bots, access extensive real-time analytics, and enjoy the most advanced identification method. We support the most popular browsers and programming languages so you can easily identify your users across all devices and browsers. The culmination of our meticulous identification process is the delivery of a comprehensive response. This response includes a unique and persistent identifier for the device, ensuring reliable user recognition across sessions. Furthermore, you'll receive a detailed analysis of the client's device, encompassing a wealth of information gleaned from our advanced fingerprinting techniques and machine learning analysis. This includes data points such as the user's browser version, operating system, and potential threat scores.

Starting Price: $50 per month

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Comet LLM

CometLLM is a tool to log and visualize your LLM prompts and chains. Use CometLLM to identify effective prompt strategies, streamline your troubleshooting, and ensure reproducible workflows. Log your prompts and responses, including prompt template, variables, timestamps and duration, and any metadata that you need. Visualize your prompts and responses in the UI. Log your chain execution down to the level of granularity that you need. Visualize your chain execution in the UI. Automatically tracks your prompts when using the OpenAI chat models. Track and analyze user feedback. Diff your prompts and chain execution in the UI. Comet LLM Projects have been designed to support you in performing smart analysis of your logged prompt engineering workflows. Each column header corresponds to a metadata attribute logged in the LLM project, so the exact list of the displayed default headers can vary across projects.

Starting Price: Free

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ManagePrompt

Unleash your AI dream project in hours, not months. Imagine, this electrifying message was crafted by AI and beamed directly to you; welcome to a live demo experience like no other. With us, forget the hassle of rate-limiting, authentication, analytics, spend management, and juggling multiple top-tier AI models. We've got it all under control, so you can zero in on creating the ultimate AI masterpiece. We provide the tools to help you build and deploy your AI projects faster. We take care of the infrastructure so you can focus on what you do best. Using our workflows, you can tweak prompts, update models, and deliver changes to your users instantly. Filter and control malicious requests with our security features such as single-use tokens and rate limiting. Use multiple models using the same API, models from OpenAI, Meta, Google, Mixtral, and Anthropic. Prices are per 1,000 tokens, you can think of tokens as pieces of words, where 1,000 tokens are about 750 words.

Starting Price: $0.01 per 1K tokens per month

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sbomify

sbomify revolutionizes the management of Software Bill of Materials (SBOM) by providing a centralized platform that connects software vendors and buyers. This advanced solution enhances transparency and security across the software supply chain. sbomify simplifies stakeholder engagement by allowing easy invitations and ensuring everyone always has access to the latest SBOM updates. By centralizing SBOMs in one accessible hub, it streamlines the distribution and management process, promoting better collaboration between vendors and buyers. This not only simplifies compliance with regulatory standards but also enhances the security and efficiency of the software ecosystem. With sbomify, managing SBOMs is effortless, ensuring all stakeholders remain informed and up-to-date.

Starting Price: £49/month

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Saagie

The Saagie cloud data factory is a turnkey platform that lets you create and manage all your data & AI projects in a single interface, deployable in just a few clicks. Develop your use cases and test your AI models in a secure way with the Saagie data factory. Get your data and AI projects off the ground with a single interface and centralize your teams to make rapid progress. Whatever your maturity level, from your first data project to a data & AI-driven strategy, the Saagie platform is there for you. Simplify your workflows, boost your productivity, and make more informed decisions by unifying your work on a single platform. Transform your raw data into powerful insights by orchestrating your data pipelines. Get quick access to the information you need to make more informed decisions. Simplify the management and scalability of your data and AI infrastructure. Accelerate the time-to-production of your AI, machine learning, and deep learning models.

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Moonglow

Moonglow lets you run your local notebooks on a remote GPU as easily as changing your Python runtime. Avoid managing SSH keys, package installations, and other DevOps headaches. We have GPUs for every use case, A40s, A100s, H100s and more. Manage GPUs within your IDE.

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Enhance

Enhance ships with everything you need to build a production-ready app. Organize your pages as easily as a desktop folder. Access and store data with simple JavaScript functions. Build reusable components with HTML and scoped CSS. Add client-side interaction just where you need it. Build server-rendered custom elements that seamlessly upgrade to interactive web components. Enhance makes the right way the easy way. Start with a version that works everywhere for everyone. Incrementally upgrade interactive elements from there. The web platform has what you need and never goes out of fashion. Ditch throbbers and loading screens by removing framework bloat and authoring only the code you need. When you learn Enhance, you’re learning development approaches that will last as long as the web does. Enhance apps are designed with deployment in mind. When you're ready to launch, we've got you covered with Begin.

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AbeloHost

The literal definition of offshore hosting that we recognize is the process of hosting your data in a country other than your own. However, there are more characteristics to offshore hosting. Offshore hosting providers value the data privacy of their customers immensely, and the laws of the country in which it is located reflect this value as well, it doesn’t permit corrupt or non-corrupt entities from retrieving data to serve their benefits at the cost of clients’ privacy in any form. Offshore hosting providers have a more flexible content policy, which does not violate the laws of a democratic, first-world country. For example, we allow the expression of one’s political views in a country where freedom of speech is not tolerated, or sharing sensitive and relevant information in a country where freedom of the press is not permitted. Our tech support is blazing fast, we answer all technical questions and/or issues within an hour.

Starting Price: €6.99 per month

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Azure Cloud Services

Microsoft

Build the web and cloud applications you need on your terms while using the many languages we support. Simplify the management of your applications with cloud services while ensuring high availability. Scale your environment automatically based on demand and reduce costs. Automate operating system and application updates to increase security. Take advantage of integrated health monitoring and load balancing. Focus on your application, not the underlying cloud infrastructure. Highly available and massively scalable platform for your applications and APIs. Accelerated application deployment. Autoscaling of your cloud environment to optimize costs and improve performance. Integrated health monitoring and load balancing with dashboards and real-time alerts. Excellent development experience using the Azure SDK, which integrates seamlessly with Visual Studio. Build and deploy powerful web and cloud applications and services in minutes with Azure Cloud Services.

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NXLog

Achieve complete security observability with powerful insights from your log data. Improve your infrastructure visibility and enhance threat prevention with a versatile multi-platform tool. With support for over 100 operating system versions and more than 120 configurable modules, gain comprehensive insights and increased security. Cut the cost of your SIEM solution by reducing noisy and unnecessary log data. Filter events, truncate unused fields, and remove duplicates to increase the quality of your logs. Collect and aggregate logs from systems across the entire breadth of your organization with a single tool. Reduce complexity in managing security-related events and decrease detection and response times. Empower your organization to meet compliance requirements by centralizing some logs in an SIEM and archiving others in your long-term storage. NXLog Platform is an on-premises solution for centralized log management, with versatile processing.

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Handinger

You don't need to know how to code, just call an HTTP endpoint to extract data. Ideal for training LLM models or storing content in your second brain. Good for training visual models or fetching web thumbnails. Extract information from a website (image, title, description). Perfect for extracting specific content from websites. Fetch the content from a website and convert it to Markdown. Removes irrelevant content but may also eliminate some important information. Take a screenshot of a website and return the image URL. Extract the most common metadata from a website and return the JSON. Fetch the content from a website and return the HTML. There's a rate limit, but it's quite generous, 1,000 requests per minute. This allows you to extract data rapidly while ensuring the service remains fair and reliable for all users. It's just an HTTP endpoint, so you can use it without any coding.

Starting Price: $0.0005 per URL

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DiscoLike

Step up your product’s capabilities with a modern company data platform. We identify all business sites and their subsidiaries, extract text from key pages, and build the largest company LLM embedding database on the market. Our prospects repeatedly test us at 98.5% accuracy and 98% coverage. Leverage our data with our natural language search and segmentation technology. The company directory is a foundational part of many products. Ours begins with SSL certificates, ensuring unmatched accuracy and coverage, with no dead, obsolete, or parked domains. Non-English sites are translated first, allowing for truly global coverage. The same certificates provide us with additional exclusive data points, accurate company start dates, business size, and growth patterns, including private and international companies. The shift towards higher quality and more relevant business site content is driven by AI’s ability to analyze large datasets and understand context.

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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

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Batteries Included

Experience unparalleled flexibility and control. Build, deploy, and scale your projects with ease using our source-available, all-in-one solution. Experience a secure and flexible platform that puts you in control. Built on open-source, with all of our code publicly available. Audit, modify, and trust the code that powers your infrastructure. Deploying from Docker to Knative with SSL is easier than ever. Get superior service on your own hardware thanks to our hands-off workflow. Accelerate development cycles with intelligent automation. Focus on your core product while our platform handles repetitive tasks and integrations. Our infrastructure automates end-to-end security, deploying fixes and updates without any manual effort on your part. Run on your own hardware for ultimate data privacy. Ensure high availability and performance with proactive monitoring and self-healing systems. Minimize downtime and maximize user satisfaction.

Starting Price: $40 per month

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Substrate

Substrate is the platform for agentic AI. Elegant abstractions and high-performance components, optimized models, vector database, code interpreter, and model router. Substrate is the only compute engine designed to run multi-step AI workloads. Describe your task by connecting components and let Substrate run it as fast as possible. We analyze your workload as a directed acyclic graph and optimize the graph, for example, merging nodes that can be run in a batch. The Substrate inference engine automatically schedules your workflow graph with optimized parallelism, reducing the complexity of chaining multiple inference APIs. No more async programming, just connect nodes and let Substrate parallelize your workload. Our infrastructure guarantees your entire workload runs in the same cluster, often on the same machine. You won’t spend fractions of a second per task on unnecessary data roundtrips and cross-region HTTP transport.

Starting Price: $30 per month

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CodeConvert

Code conversion is made super simple to save you hours of time from learning a completely new language. With automated code conversion, you don't have to spend hours manually rewriting code in a different language. We use advanced AI models to ensure that your code is converted with the highest accuracy and quality. No need to download or install any software. Simply paste your code and click a button to convert it to your desired language. All our paid plans come with unlimited usage. Convert as much code as you want using our web tool. We take privacy and security seriously. We do not retain the user’s input code and/or the generated output code. You can use our free converter for up to 5 conversions/day without even logging in. For more conversions, please sign in. Every new user gets 10 free credits to try our conversion tool. Users can purchase one of our paid plans for extended usage.

Starting Price: $10 per month

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Helix Editor

Helix Editor is a powerful, modern text editor designed for developers seeking a fast, customizable, and efficient editing experience. Built with a focus on productivity, Helix uses a modal editing style inspired by Vim, which allows users to navigate, select, and manipulate text seamlessly through intuitive keyboard shortcuts. It offers a robust set of features including syntax highlighting, multi-caret editing, and support for languages like Rust, Python, and JavaScript. Helix also integrates with the Tree-sitter parsing library for precise syntax-aware editing, making it easier to work with complex code structures. With a minimal interface and a strong focus on performance, Helix Editor provides an ideal environment for programmers who prioritize speed and flexibility in their development workflow.

Starting Price: Free

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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.

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Visdom

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

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DagsHub

DagsHub is a collaborative platform designed for data scientists and machine learning engineers to manage and streamline their projects. It integrates code, data, experiments, and models into a unified environment, facilitating efficient project management and team collaboration. Key features include dataset management, experiment tracking, model registry, and data and model lineage, all accessible through a user-friendly interface. DagsHub supports seamless integration with popular MLOps tools, allowing users to leverage their existing workflows. By providing a centralized hub for all project components, DagsHub enhances transparency, reproducibility, and efficiency in machine learning development. DagsHub is a platform for AI and ML developers that lets you manage and collaborate on your data, models, and experiments, alongside your code. DagsHub was particularly designed for unstructured data for example text, images, audio, medical imaging, and binary files.

Starting Price: $9 per month

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Noma

Noma Security

Noma Security is the complete enterprise AI security platform designed to deliver confidence in agentic AI at scale. Noma Security was named a Gartner Cool Vendors in AI Security, 2025 for delivering deep visibility and AI discovery, agentic risk mapping, security posture management, automated AI red teaming, and AI runtime protection all in one platform. With seamless integration to your AI stack and workflows, and alignment with regulatory compliance frameworks, Noma Security helps teams embrace AI innovation while addressing the unique threats posed by rapid enterprise AI adoption.

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SaaS Pegasus

You want to get your project off the ground, but you're stuck on all the boring parts. Pegasus handles the foundation of your application for you. Get a head start and launch faster than you dreamed possible. A secure and extensible user account system with sign-up, authentication, email confirmation, password reset, and social login built in. Create multi-tenant applications with an optional teams/organizations model, invitation workflow, and role-based access control framework. Set up plans and collect recurring payments with a powerful and flexible Stripe subscription module. A responsive UI built with your choice of Tailwind CSS, Bootstrap, or Bulma. Build real-time UIs with asynchronous and WebSocket support with Django channels and a built-in group chat demo. Interactive pages in Pegasus are built with your choice of React or HTMX. Use as much or as little JavaScript as you want.

Starting Price: $249 per year

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Ignite

newline

Ignite is a scaffold for starting new Flask applications. It takes care of the boilerplate code (like user registration, OAuth, teams, and billing), allowing you to focus on building your application. Ignite is built upon best practices for modern Flask applications. Includes an admin dashboard for controlling data and reporting sales. Login and register with Google, Twitter, Facebook, and more. With Ignite you'll be able to spin up a production, revenue-generating SaaS in no time. Fullstack Flask is a comprehensive, self-paced online course that guides learners through building a fully functional, income-generating web application from scratch using Python and Flask. The curriculum covers both backend and frontend development, including user authentication, database integration with PostgreSQL, payment processing via Stripe, and deployment to production environments.

Starting Price: $149 one-time payment

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SaaS Construct

SaaSConstruct is a comprehensive template designed to expedite the development of SaaS applications on the AWS cloud. It provides a fully integrated codebase encompassing cloud infrastructure, frontend, and backend components, enabling rapid deployment of SaaS websites with features such as user authentication, payment processing, and custom AI chatbots. The infrastructure is built on AWS services, allowing for seamless extension with additional AWS offerings as needed. By offering these pre-configured elements, SaaSConstruct empowers developers to swiftly test and launch their ideas, focusing on core functionalities without the overhead of initial setup. Our template already contains code for most SaaS flows like payments, authentication, etc. Your AWS charges will most likely be close to zero while you build. AI models integration (AWS Bedrock). Save hundreds of hours, and get all you need for your SaaS today.

Starting Price: $99 one-time payment

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PySaaS

PySaaS is a pure Python SaaS starter kit that streamlines the development of software-as-a-service applications by providing a boilerplate codebase for both frontend and backend components. It offers built-in user authentication through Supabase or Firebase, subscription management via Lemon Squeezy, and a pre-designed landing page with feature and pricing card components. The platform includes a blog content management system integrated with Notion, allowing for effortless content creation and publication. Developers can utilize Supabase, Firebase, or the built-in SQLite database for data management, and have the flexibility to integrate existing databases with minimal configuration. PySaaS enables the creation of fully customizable and responsive frontend UI components using Python functions, eliminating the need to work with HTML, CSS, or JavaScript. Deployment is simplified, allowing applications to be hosted on any cloud provider by editing a single line in the configuration file.

Starting Price: $149 one-time payment

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GeniePy

GeniePy is a modern SaaS boilerplate written entirely in Python, designed to expedite the development of software-as-a-service applications by providing a comprehensive, ready-to-use codebase. It offers built-in features such as user authentication, subscription-based payments, an SEO-optimized blog, email-sending capabilities, and database integration, all functioning out of the box from day one. By leveraging GeniePy, developers can focus on implementing the unique business logic of their applications without the need to build these foundational components from scratch, thereby saving months of development time. Send emails using Mailjet, Mailgun, and Sendgrid. Easily switch back and forth between the different providers if you like. Quickly take your app to production using the included deployment configuration files and documentation. Integrated admin interface to manage all your application data without writing any extra code.

Starting Price: €129 one-time payment

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SaaSitive

SaaSitive offers a comprehensive, step-by-step tutorial guiding developers through the process of building and deploying a real Software as a Service (SaaS) application from scratch using React and Django. The tutorial covers essential aspects of web application development, including frontend implementation with React and Redux in TypeScript, and backend development with Django and the Django Rest Framework in Python. It provides detailed instructions on user authentication processes such as login, logout, registration, email verification, and account management. Additionally, the course demonstrates how to integrate payment vendors like Paddle to accept monthly subscriptions, utilize Celery for background tasks related to data gathering, and implement data visualization on both private and public dashboards. Advanced topics include anomaly detection using machine learning models, setting up email notifications with alarms and warnings, and ensuring secure deployment to the cloud.

Starting Price: $199 one-time payment

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Business Software for Python - Page 28

Top Software that integrates with Python as of November 2025 - Page 28

Synth

Onehouse

DeviceID

Comet LLM

ManagePrompt

sbomify

Saagie

Moonglow

Enhance

AbeloHost

Azure Cloud Services

NXLog

Handinger

DiscoLike

302.AI

Batteries Included

Substrate

CodeConvert

Helix Editor

HoneyHive

Visdom

DataChain

DagsHub

Noma

SaaS Pegasus

Ignite

SaaS Construct

PySaaS

GeniePy

SaaSitive