Alternatives to AWS Batch

Compare AWS Batch alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AWS Batch in 2026. Compare features, ratings, user reviews, pricing, and more from AWS Batch competitors and alternatives in order to make an informed decision for your business.

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    BatchGeo

    BatchGeo

    BatchGeo

    BatchGeo is a web-based tool that allows users to quickly and easily create maps from location data. With BatchGeo, users can take a list of addresses or coordinates and turn them into a customized map that can be shared with others. The service is often used for business purposes, such as creating a map of customer locations or sales territories, but it can also be used for personal purposes, such as mapping out a road trip or vacation itinerary. To use BatchGeo, users simply upload a spreadsheet of location data or copy and paste it into the tool. BatchGeo then geocodes the data, meaning it translates the addresses into latitude and longitude coordinates that can be plotted on a map. Users can customize the map by adding labels, markers, and other features, and can then share the map via a link or embed code. BatchGeo also offers features such as the ability to search for locations and calculate distances between points on the map.
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    Starting Price: $99 per month
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    Amazon Elastic Container Service (Amazon ECS)
    Amazon Elastic Container Service (Amazon ECS) is a fully managed container orchestration service. Customers such as Duolingo, Samsung, GE, and Cook Pad use ECS to run their most sensitive and mission-critical applications because of its security, reliability, and scalability. ECS is a great choice to run containers for several reasons. First, you can choose to run your ECS clusters using AWS Fargate, which is serverless compute for containers. Fargate removes the need to provision and manage servers, lets you specify and pay for resources per application, and improves security through application isolation by design. Second, ECS is used extensively within Amazon to power services such as Amazon SageMaker, AWS Batch, Amazon Lex, and Amazon.com’s recommendation engine, ensuring ECS is tested extensively for security, reliability, and availability.
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    AWS Step Functions
    AWS Step Functions is a serverless function orchestrator that makes it easy to sequence AWS Lambda functions and multiple AWS services into business-critical applications. Through its visual interface, you can create and run a series of checkpointed and event-driven workflows that maintain the application state. The output of one step acts as an input to the next. Each step in your application executes in order, as defined by your business logic. Orchestrating a series of individual serverless applications, managing retries, and debugging failures can be challenging. As your distributed applications become more complex, the complexity of managing them also grows. With its built-in operational controls, Step Functions manages sequencing, error handling, retry logic, and state, removing a significant operational burden from your team. AWS Step Functions lets you build visual workflows that enable fast translation of business requirements into technical requirements.
    Starting Price: $0.000025
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    AWS Fargate
    AWS Fargate is a serverless compute engine for containers that works with both Amazon Elastic Container Service (ECS) and Amazon Elastic Kubernetes Service (EKS). Fargate makes it easy for you to focus on building your applications. Fargate removes the need to provision and manage servers, lets you specify and pay for resources per application, and improves security through application isolation by design. Fargate allocates the right amount of compute, eliminating the need to choose instances and scale cluster capacity. You only pay for the resources required to run your containers, so there is no over-provisioning and paying for additional servers. Fargate runs each task or pod in its own kernel providing the tasks and pods their own isolated compute environment. This enables your application to have workload isolation and improved security by design.
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    Amazon EKS
    Amazon Elastic Kubernetes Service (Amazon EKS) is a fully managed Kubernetes service. Customers such as Intel, Snap, Intuit, GoDaddy, and Autodesk trust EKS to run their most sensitive and mission-critical applications because of its security, reliability, and scalability. EKS is the best place to run Kubernetes for several reasons. First, you can choose to run your EKS clusters using AWS Fargate, which is serverless compute for containers. Fargate removes the need to provision and manage servers, lets you specify and pay for resources per application, and improves security through application isolation by design. Second, EKS is deeply integrated with services such as Amazon CloudWatch, Auto Scaling Groups, AWS Identity and Access Management (IAM), and Amazon Virtual Private Cloud (VPC), providing you a seamless experience to monitor, scale, and load-balance your applications.
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    Azure Batch

    Azure Batch

    Microsoft

    Batch runs the applications that you use on workstations and clusters. It’s easy to cloud-enable your executable files and scripts to scale out. Batch provides a queue to receive the work that you want to run and executes your applications. Describe the data that need to be moved to the cloud for processing, how the data should be distributed, what parameters to use for each task, and the command to start the process. Think about it like an assembly line with multiple applications. With Batch, you can share data between steps and manage the execution as a whole. Batch processes jobs on demand, not on a predefined schedule, so your customers run jobs in the cloud when they need to. Manage who can access Batch and how many resources they can use, and ensure that requirements such as encryption are met. Rich monitoring helps you to know what’s going on and identify problems.
    Starting Price: $3.1390 per month
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    AWS ParallelCluster
    AWS ParallelCluster is an open-source cluster management tool that simplifies the deployment and management of High-Performance Computing (HPC) clusters on AWS. It automates the setup of required resources, including compute nodes, a shared filesystem, and a job scheduler, supporting multiple instance types and job submission queues. Users can interact with ParallelCluster through a graphical user interface, command-line interface, or API, enabling flexible cluster configuration and management. The tool integrates with job schedulers like AWS Batch and Slurm, facilitating seamless migration of existing HPC workloads to the cloud with minimal modifications. AWS ParallelCluster is available at no additional charge; users only pay for the AWS resources consumed by their applications. With AWS ParallelCluster, you can use a simple text file to model, provision, and dynamically scale the resources needed for your applications in an automated and secure manner.
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    Advanced BAT to EXE Converter
    Advanced BAT to EXE Converter is the best choice to compile your batch files to .EXE for distributing commercially. Advanced BAT to EXE Converter creates an actual native Windows .EXE program and encrypts your batch file code. These batch file .EXE do not require any pre-installed software to function and can be digitally signed unlike regular batch files. Even the most complex batch files can be compiled to executables with Advanced BAT to EXE Converter. Your batch file EXE works exactly as the original batch file does on all computers. You can embed your Company Name and Copyright information in the EXE to build your online reputation.
    Starting Price: $89.95
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    EC2 Spot

    EC2 Spot

    Amazon

    Amazon EC2 Spot Instances let you take advantage of unused EC2 capacity in the AWS cloud. Spot Instances are available at up to a 90% discount compared to On-Demand prices. You can use Spot Instances for various stateless, fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and test & development workloads. Because Spot Instances are tightly integrated with AWS services such as Auto Scaling, EMR, ECS, CloudFormation, Data Pipeline and AWS Batch, you can choose how to launch and maintain your applications running on Spot Instances. Moreover, you can easily combine Spot Instances with On-Demand, RIs and Savings Plans Instances to further optimize workload cost with performance. Due to the operating scale of AWS, Spot Instances can offer the scale and cost savings to run hyper-scale workloads.
    Starting Price: $0.01 per user, one-time payment,
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    Azure Spot Virtual Machines
    Use Spot Virtual Machines to buy unused compute capacity at significant cost savings. Deploy workloads that can handle interruptions and don't need to be completed within a specific period. Run workloads for development, testing, quality assurance, advanced analytics, big data, machine learning and AI, batch jobs, rendering and transcoding of videos, graphics, and images at a very low cost. On spot VMs, run only applications that can handle interruptions and don't need to be completed within a specific timeframe. Azure no longer has available computing capacity and needs to reallocate its resources. Select high-performance computing scenarios, batch processing jobs, or visual rendering applications.
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    AWS HPC

    AWS HPC

    Amazon

    AWS High Performance Computing (HPC) services empower users to execute large-scale simulations and deep learning workloads in the cloud, providing virtually unlimited compute capacity, high-performance file systems, and high-throughput networking. This suite of services accelerates innovation by offering a broad range of cloud-based tools, including machine learning and analytics, enabling rapid design and testing of new products. Operational efficiency is maximized through on-demand access to compute resources, allowing users to focus on complex problem-solving without the constraints of traditional infrastructure. AWS HPC solutions include Elastic Fabric Adapter (EFA) for low-latency, high-bandwidth networking, AWS Batch for scaling computing jobs, AWS ParallelCluster for simplified cluster deployment, and Amazon FSx for high-performance file systems. These services collectively provide a flexible and scalable environment tailored to diverse HPC workloads.
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    Visual Watermark

    Visual Watermark

    Visual Watermark

    Batch watermark thousands of photos quickly. Put text to photo, insert logo, or combination of both. Add custom watermarks. Choose from 926 fonts or use your own fonts. Watermark photos offline. Save watermark templates for later use. Free trial version. Our batch watermark software runs on Windows, Mac, Android and iOS. Visual Watermark software works on your computer, not on the Internet. It loads photos right from your computer’s hard drive, not over slow Internet connections. For instance, on my MacBook Pro, it takes just 40 seconds to put text to photos from a pro Nikon D800 camera (1 gigabyte of images). Sending these pictures over the Internet would take at least 6 times longer. We don’t send them over the Internet, we don’t keep them on our servers, we never touch them; your photos are yours, and they always will be. Visual Watermark never changes images on your computer. Your original images are always safe.
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    SIMATIC BATCH
    In addition to constant product quality and reproducibility of the process, other challenges also apply to batch processes: The market and consumers demand product diversity, product life cycles are becoming shorter, standards are being extended and the control requirements for traceability of production (FDA compliance) are becoming stricter. The SIMATIC PCS 7 process control system offers the right solution for all batch automation requirements and all market challenges. The SIMATIC BATCH software package works with recipe support and solves even highly complex tasks with changing control processes simply and flexibly. The SIMATIC BATCH Batch Control Center (BatchCC) is the central component for the administration, monitoring, and control of batch processes.
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    Batch Data Collector

    Batch Data Collector

    Batch Data Collector

    Batch Data Collector is a Chrome Extension that unleashes the power of your browser. Create a recipe, define a batch program, and watch as your computer executes your plans effectively, efficiently and, best of all, autonomously. As you’d expect, Batch Data Collector extracts data and organizes it how you choose, be it Excel tables, CSVs or JSON. We also make it simple to use and incomparably versatile. We won’t tell you we built the most powerful scraper on the planet that’s your job to find out. Batch Data Collector was completely rewritten to offer an interface similar to what you already know – Excel. You can visually compose your final file, and can easily capture the right web elements thanks to our point-and-click guide. Batch Data Collector offers a template area where you can choose a standard or complex task and let us do the rest. From there you can sit back, relax, and watch the progress bar hit 100%!
    Starting Price: $49 per month
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    Amazon Elastic Inference
    Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Sagemaker instances or Amazon ECS tasks, to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, PyTorch and ONNX models. Inference is the process of making predictions using a trained model. In deep learning applications, inference accounts for up to 90% of total operational costs for two reasons. Firstly, standalone GPU instances are typically designed for model training - not for inference. While training jobs batch process hundreds of data samples in parallel, inference jobs usually process a single input in real time, and thus consume a small amount of GPU compute. This makes standalone GPU inference cost-inefficient. On the other hand, standalone CPU instances are not specialized for matrix operations, and thus are often too slow for deep learning inference.
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    VFI

    VFI

    21st Century Software

    VFI delivers high-value management of batch applications leveraging analytics and automated process, reducing dependency on domain experts and time-consuming resources. It provides end to end operational resiliency and reduction of business risk for mainframe batch application data by providing immediate insight into data inter-dependencies and vulnerabilities. The robust feature set is built on a foundation of near real-time collection and analysis of SMF data. Analysis of data usage patterns and a comprehensive inventory of curated information enables quick, automated recovery of mainframe batch data for operational use or disaster recovery events without reliance on application expertise. VFI delivers a comprehensive inventory of mainframe batch data usage and backups, and a means to automate backups as well as quickly recover data. The end-to-end, integrated solution for mainframe batch data manages all of the application elements to ensure SLA compliance and availability.
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    PearlMountain Image Converter
    Not only a simple image converter but an all-in-one photography program that supports resizing images, photo cropping, rotating, and more in batches. Convert hundreds of images at a time with just a few mouse clicks. Convert images with super high speed, and support for multi-core processing. Both amateur and professional photographers can deal with digital photos easily. Supports the most popular image formats: BMP, JPEG, TIFF, PNG, GIF, TGA, and PSD, and almost all image formats. This batch image converter can convert thousands of files at once in batch mode. Convert multiple image files from different formats to the desired format at one time with a few mouse clicks. Add and customize watermarks to images. Batch rename your images at will. Adjust image brightness, contrast, and saturation in batch to make your images more special. Preview the new image as the setting is adjusted. Provides some parameter adjustments for each format. Free to rotate images.
    Starting Price: $29.90 one-time payment
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    Thunder Compute

    Thunder Compute

    Thunder Compute

    Thunder Compute is a GPU cloud platform built for teams searching for cheap cloud GPUs without sacrificing performance, reliability, or ease of use. Developers, startups, and enterprises use Thunder Compute to launch H100, A100, and RTX A6000 GPU instances for AI training, LLM inference, fine-tuning, deep learning, PyTorch, CUDA, ComfyUI, Stable Diffusion, batch inference, and high-performance GPU workloads. With fast GPU provisioning, transparent pricing, persistent storage, and simple deployment, Thunder Compute makes cloud GPU hosting more accessible and cost-effective than traditional hyperscalers. Whether you need affordable GPUs for machine learning, a GPU server for AI, or a low-cost alternative to expensive GPU cloud providers, Thunder Compute helps you scale quickly with reliable on-demand GPU infrastructure designed for modern AI workloads. Thunder Compute is ideal for startups, ML engineers, and research teams that want cheap cloud GPUs with fast setup and predictable costs.
    Starting Price: $0.27 per hour
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    Able Batch Image Converter
    If you want to convert images in batch, the most user-friendly batch image converter is Able Batch Image Converter. It converts any number of images in batch, rotates, resizes, crops, etc. Able Batch Image Converter does exactly what its title suggests, allowing you to easily convert multiple graphics files at the click of a button. More than that, you can also edit images directly in Able Batch Image Converter, to produce a variety of effects (rotate, flip, resize, mirror, auto crop, filters, noise removal, deskewing, watermarks, margins, color enhancements, etc.) Able Batch Image Converter can take any number of images in any format (over 90 file formats supported) and convert them within seconds to any of the twenty most popular formats. With all these features, a simple interface, excellent usability, low cost, and a free trial period, you can download it right now! Allows you to see the result of the conversion before starting with a large number of files.
    Starting Price: $25 one-time payment
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    SAP Global Batch Traceability
    SAP Global Batch Traceability gives organizations a unified, corporate-level repository that links batch records across disparate systems, whether SAP ERP, warehouse systems, or third-party record-keeping, to create a complete “product genealogy.” It captures and links batch usage, production, distribution, and handling-unit data across sites and systems, enabling visualization and analysis of how raw materials, intermediate batches, and finished goods are related and moved throughout the supply chain. With GBT, companies can generate real-time reports on batch distribution, material balances, and movement history, whether top-down (from raw material to final goods) or bottom-up (from a finished product back to its ingredients). This makes it possible to quickly execute precision holds, withdrawals, or recalls when quality defects or safety issues arise.
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    Hurricane for AutoCAD

    Hurricane for AutoCAD

    74Mph Solutions

    Batch edit your AutoCAD drawings in 3 clicks (or less), Make simple, complex and/or dynamic changes to each drawing. Manage your files to process. Keep lists, save "project" directories. Share these lists and "user-scripts". Combine user scripts to accomplish complex editing tasks. (You can even store scripts specific to each project, and retrieve them easily.) AutoCAD Electrical ".WDP" project file compatibility - Double-click an AutoCAD Electrical .WDP (Project) file within Hurricanes file selector, to quickly load an entire AutoCAD Electrical project into the FileQueue. This means you can EASILY use AutoCAD to Batch Plot your files, Batch Purge, Batch Bind, batch script anything, maximizing your PC's power to perform redundant tasks fast! Add more time-saving batch script functionality to AutoCAD Electrical, Mechanical, and Architectural. Batch all drawings run in a single AutoCAD session (They don't "open-run-close, open-run-close...")
    Starting Price: $99.95 one-time payment
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    Parasail

    Parasail

    Parasail

    Parasail is an AI deployment network offering scalable, cost-efficient access to high-performance GPUs for AI workloads. It provides three primary services, serverless endpoints for real-time inference, Dedicated instances for private model deployments, and Batch processing for large-scale tasks. Users can deploy open source models like DeepSeek R1, LLaMA, and Qwen, or bring their own, with the platform's permutation engine matching workloads to optimal hardware, including NVIDIA's H100, H200, A100, and 4090 GPUs. Parasail emphasizes rapid deployment, with the ability to scale from a single GPU to clusters within minutes, and offers significant cost savings, claiming up to 30x cheaper compute compared to legacy cloud providers. It supports day-zero availability for new models and provides a self-service interface without long-term contracts or vendor lock-in.
    Starting Price: $0.80 per million tokens
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    Pathway

    Pathway

    Pathway

    Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes.
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    Anyscale

    Anyscale

    Anyscale

    Anyscale is a unified AI platform built around Ray, the world’s leading AI compute engine, designed to help teams build, deploy, and scale AI and Python applications efficiently. The platform offers RayTurbo, an optimized version of Ray that delivers up to 4.5x faster data workloads, 6.1x cost savings on large language model inference, and up to 90% lower costs through elastic training and spot instances. Anyscale provides a seamless developer experience with integrated tools like VSCode and Jupyter, automated dependency management, and expert-built app templates. Deployment options are flexible, supporting public clouds, on-premises clusters, and Kubernetes environments. Anyscale Jobs and Services enable reliable production-grade batch processing and scalable web services with features like job queuing, retries, observability, and zero-downtime upgrades. Security and compliance are ensured with private data environments, auditing, access controls, and SOC 2 Type II attestation.
    Starting Price: $0.00006 per minute
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    Quick Batch File Compiler
    Quick Batch File Compiler is the world's first optimizing compiler for batch files. The compiled program can be run in Windows 7/8/10/11 without any restrictions. An .EXE file is much harder to casually reverse-engineer, so this could be a way to conceal a particular batch file's operations from an end user. Content of your batch file will be encrypted and protected from changes. It is very important to understand the difference between a compiler and converters. Our compiler creates executable binary code that runs faster and is safer. As the complexity of the script grows, so does the performance gain after compilation. The converters work like self-extracting archives, unpack your script into a temporary folder and launch it for execution through the standard cmd.exe interpreter. In this case, anyone can see the contents of your script, along with passwords and other information that you tried to hide.
    Starting Price: $39.95
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    BatchDialer

    BatchDialer

    BatchService

    BatchDialer is a powerful and comprehensive outbound dialer solution designed to drive efficiency and productivity for businesses. With features such as multi-line dialing, call recording & forwarding, IVR, and customizable agent scripts, BatchDialer empowers sales, marketing, and BPO teams to effectively reach their target audience and achieve their goals. The unique offerings of BatchDialer, such as phone number reputation monitoring, rapid fire dialing mode, property details in-view, and included phone numbers, provide businesses with a competitive edge. By streamlining campaign management, ensuring compliance with regulations, and providing valuable insights and tools, BatchDialer enables businesses to optimize their telecommunications efforts, maximize productivity, and drive meaningful connections with customers.
    Starting Price: $118 per month
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    Image Viewer Ultimate
    Image Viewer Ultimate is a great application to view/run slideshows of your images/photos and it is also having batch resize and batch watermark features. Fit to actual size, zoom in, zoom out, full-screen mode, and play images as a slide show on Windows. Set slideshow time, setting available through application preferences. Supports retina display. Can export images as JPEG, PNG, TIFF, JIF, BMP. Batch conversion to the desired format as JPEG, PNG, TIFF, JIF, or BMP. Batch watermark to desired images. Save images in the desired size.
    Starting Price: $9.99 one-time payment
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    AOMEI Image Deploy
    Build hundreds of systems with minimal manual intervention to save time and money. Minimize the occurrence of configuration errors and get consistent environments. AOMEI Image Deploy is free image deployment and network cloning software that supports deploying/restoring an image to multiple computers over a network. It will not only offer a free solution to deploy your system image to multiple computers within LAN but also help you to save time and resources by provisioning hundreds of PCs and Servers simultaneously. AOMEI Image Deploy is a convenient and easy-to-use tool with a built-in wizard method. You are able to just follow the prompt step-by-step to finish the deployment process to batch client computers within the same LAN.
    Starting Price: $199 one-time payment
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    Velda

    Velda

    Velda

    Velda provides development environment where developer can directly run job in the cloud/cluster, with zero extra setup. This gives developer on-demand access to compute (e.g. GPUs) needed to run machine learning training, simulation, batch jobs, or anything where HPC is desired, and with local-like experience and full customizability.
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    V5 Traceability

    V5 Traceability

    SG Systems Global

    SG Systems Global offers solutions for both Regulatedand Non-Regulated industries focused on Traceability, Batch Control, and Formula Control. Their platform integrates with ERP and MES systems to streamline production and improve quality. For Regulated Industries like pharmaceuticals and food processing, they ensure compliance with 21 CFR Part 11 and GMP standards through Electronic Batch Records (EBRs), Traceability, and Batch Control tools. Formula Control ensures accurate ingredient measurement and consistency, meeting regulatory requirements. In Non-Regulated Sectors such as manufacturing and bakeries, the same tools enhance efficiency without added regulatory overhead. The V5 Traceability system automates recipe management and batch tracking, ensuring smooth operations and quality across production stages. Their solutions reduce risks, optimize processes, and support scalability
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    IBM Cloud Code Engine
    IBM Cloud® Code Engine is a fully managed, serverless platform. Bring your container images, batch jobs, or source code and let IBM Cloud Code Engine manage and secure the underlying infrastructure for you. There is no need to size, deploy, or scale container clusters yourself. And no networking skills are required either. IBM Cloud Code Engine will deploy, manage and autoscale it for you. No cluster administration, sizing, or over-provisioning worries. You pay only for what you actually use. Build great apps in the language of your choice, then deploy them in seconds on a serverless platform. No infrastructure management is needed. Cluster sizing, scaling and networking covered. Your apps are automatically secured with TLS and isolated from other workloads. Deploy and more securely integrate web apps, containers, batch jobs, and functions.
    Starting Price: $.5 per 1 million HTTP request
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    Tweak Photos

    Tweak Photos

    Tweak Photos

    Everybody clicks, but how well can you edit? Bring out the artist in you with Tweak Photos, the #1 multiple photo editing tool! Select as many photos you want to edit. The App supports almost all popular image formats including RAW DSLR images. Add filters and effects of your choice in one go. Apply them to an entire batch of photos! Systweak has developed a brand new batch image editing app, Tweak Photos, for your Mac. It could very well be the ultimate batch editing tool you have been looking for! With Tweak Photos, editing thousands of your photos is just a matter of a few clicks. It is a highly efficient tool that helps you customize as many effects as you want for a whole lot of photos. It also helps you to convert photo formats, and rename an entire batch of photos in just one go. Tweak Photos for Mac allows you to pick your choice of effects and apply them together to the entire batch of photos. Instead of enhancing photos one by one, which is definitely a tedious job.
    Starting Price: $9.99 one-time payment
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    Batch Translator Unlimited Pro
    Batch Translator Unlimited Pro (Windows 64-bit) is a desktop application for bulk translation of PDF, DOCX, and TXT files directly on your PC. All processing is performed locally after initial setup, ensuring files never leave your computer. No account, subscription, or ongoing internet connection is required. The software is designed for fast, controlled batch workflows. Users can process individual files or entire folders, select a target language, and generate translated outputs with automatic file naming (e.g. document-en.pdf). Document layout is preserved in PDF and Word files where possible. A built-in progress system allows full control (start, abort, reset), and a summary report is generated after each run. Includes automatic language detection and detailed processing summaries. Suitable for engineering, technical, legal, and academic use where secure, large-scale document translation is required. Supports 50+ languages and batch folder processing.
    Starting Price: £14.99
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    Arroyo

    Arroyo

    Arroyo

    Scale from zero to millions of events per second. Arroyo ships as a single, compact binary. Run locally on MacOS or Linux for development, and deploy to production with Docker or Kubernetes. Arroyo is a new kind of stream processing engine, built from the ground up to make real-time easier than batch. Arroyo was designed from the start so that anyone with SQL experience can build reliable, efficient, and correct streaming pipelines. Data scientists and engineers can build end-to-end real-time applications, models, and dashboards, without a separate team of streaming experts. Transform, filter, aggregate, and join data streams by writing SQL, with sub-second results. Your streaming pipelines shouldn't page someone just because Kubernetes decided to reschedule your pods. Arroyo is built to run in modern, elastic cloud environments, from simple container runtimes like Fargate to large, distributed deployments on the Kubernetes logo Kubernetes.
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    Institute Management System
    Institute Management System is an online ERP solution to automate the institute management process from branch management to course, batches, staff, enquiries, students, fees and expense management. The system is fully mobile compatible and can be operated from anywhere and any smart phone, tablet or PC. The Institute Management System is filled with all the required features to fully automate any institution. The system is designed and developed to manage training courses, batches, staff, enquiries, students, fees and expenses. The software is best suitable to automate the management of coaching institutes, computer institutes or any other training institution with multiple branches and training centers.
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    Elucidata Polly
    Harness the power of biomedical data with Polly. The Polly Platform helps to scale batch jobs, workflows, coding environments and visualization applications. Polly allows resource pooling and provides optimal resource allocation based on your usage requirements and makes use of spot instances whenever possible. All this leads to optimization, efficiency, faster response time and lower costs for the resources. Get access to a dashboard to monitor resource usage and cost real time and minimize overhead of resource management by your IT team. Version control is integral to Polly’s infrastructure. Polly ensures version control for your workflows and analyses through a combination of dockers and interactive notebooks. We have built a mechanism that allows the data, code and the environment co-exist. This coupled with data storage on the cloud and the ability to share projects ensures reproducibility of every analysis you perform.
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    VeloDB

    VeloDB

    VeloDB

    Powered by Apache Doris, VeloDB is a modern data warehouse for lightning-fast analytics on real-time data at scale. Push-based micro-batch and pull-based streaming data ingestion within seconds. Storage engine with real-time upsert、append and pre-aggregation. Unparalleled performance in both real-time data serving and interactive ad-hoc queries. Not just structured but also semi-structured data. Not just real-time analytics but also batch processing. Not just run queries against internal data but also work as a federate query engine to access external data lakes and databases. Distributed design to support linear scalability. Whether on-premise deployment or cloud service, separation or integration of storage and compute, resource usage can be flexibly and efficiently adjusted according to workload requirements. Built on and fully compatible with open source Apache Doris. Support MySQL protocol, functions, and SQL for easy integration with other data tools.
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    CaliberBRM

    CaliberBRM

    Caliber Technologies

    In pharmaceutical manufacturing, recording shop floor activities in real-time are essential to ensure quality and compliance with 21 CFR Part 11 and GMPs. An automated system ensures that batch records are error-free and retrievable and the batch manufacturing processes are trackable. EBR software like CaliberBRM eliminates paper-based processes and risks associated with them to ensure data integrity and product quality. In life sciences and highly regulated industries, real-time entry recording of 4Ms is inevitable. It enhances the business process. You can save a lot of time and effort by digitalizing batch production records. Electronic Batch Record (EBR) System gives you complete control of the 4Ms. CaliberBRM reduces inventory wastage, checks and aligns manpower as per need, deals with instrument management, reduces review cycle time, etc. It in turn reduces operating costs. Quality Review Management (QRM) stresses performing review by exception to accelerate batch release.
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    Apache Beam

    Apache Beam

    Apache Software Foundation

    The easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production workloads. Beam reads your data from a diverse set of supported sources, no matter if it’s on-prem or in the cloud. Beam executes your business logic for both batch and streaming use cases. Beam writes the results of your data processing logic to the most popular data sinks in the industry. A simplified, single programming model for both batch and streaming use cases for every member of your data and application teams. Apache Beam is extensible, with projects such as TensorFlow Extended and Apache Hop built on top of Apache Beam. Execute pipelines on multiple execution environments (runners), providing flexibility and avoiding lock-in. Open, community-based development and support to help evolve your application and meet the needs of your specific use cases.
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    CheckBuilderPro

    CheckBuilderPro

    CheckBuilderPro

    CheckBuilderPro is a top-rated check printing software for Macintosh and Windows PC! Download it now for just $59.95. Rated 4.4 stars at Amazon.com and "Amazon's Choice" for check printing software! It's a great solution for home and small business, CheckBuilderPro gives you the ability to create checks right on your Mac or Windows computer. Create and print blank checks for use in other software (like Quickbooks) or print completed checks in one pass - with payee, amount, memo, bank routing numbers, account numbers, etc. Checks are recorded in a check register. Reconcile your bank statement and print reports. BatchBuilder is an add-on product for CheckBuilderPro, enabling you to take payee data from a spreadsheet and feed it into CheckBuilderPro, automating your batch check printing tasks. It easily pays for itself in one use!
    Starting Price: $59.95 one-time payment
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    Easy2Convert

    Easy2Convert

    Easy2Convert

    Easy2Convert RAW to JPG PRO converts RAW Camera Image files to JPEG in a batch mode. It supports tens of file-formats of popular manufacturers such as: Canon, Kodak, Minolta, Nikon, Olympus, Panasonic, Leica, Pentax and many others! Easy2Convert PCD to TIFF PRO converts Kodak PhotoCD files to Tagged Image File Format files. It works well on all Windows and has many advanced options: batch convert, image resize, etc. Easy2Convert BMP to JPG PRO converts Windows or OS/2 Bitmap files to JPEG files. It has many advanced features: batch convert mode, image resize option, etc. Easy2Convert PSD to JPG PRO is a batch image converting software. It's a highly customizable and has many advanced options.
    Starting Price: $19.95 one-time payment
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    Wherefour

    Wherefour

    Wherefour, Inc.

    Wherefour is a sleek and simple-to-use ERP and food traceability system that allows your company to utilize batch, track/trace, inventory control, recipe management, batch and unit costing, supplier purchasing, and more. Wherefour works on any device or platform that has internet.
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    Predictive Suite

    Predictive Suite

    Predictive Dynamix

    Automated variable selection identifies key variables & variable interactions. Insightful visualization of data and model dynamics. Execution of batch commands. SQL queries and dataset browsing. Pre & post-processing for creating variables, constraining outputs, etc. Models easily deployed via ActiveX (i.e., OCX) controls or DLLs. Powerful modeling algorithms include regression, neural networks, self-organizing maps, dynamic clustering, decision trees, fuzzy logic, genetic algorithms. Predictive Dynamix provides computational intelligence software for forecasting, predictive modeling, pattern recognition, classification, and optimization applications, across all industries. Modern neural network technology are powerful computational structure for solving difficult problems involving forecasting and pattern recognition. Multi-layer perceptron neural networks have an architecture that allows multiple coefficients per input variable.
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    BatchMan

    BatchMan

    HONICO Systems

    BatchMan is a Workload Automation and Job Scheduling software with market experience of more than 20 years. Automate and monitor your business processes for SAP and nonSAP from a single point of control: By swiftly processing any kind of background jobs and smoothly integrating with the SAP Standard system, BatchMan enables central, cross-system control and administration of your IT tasks and other processes, hybrid, on-premise or in the Cloud. Why BatchMan WLA? • Central planning, control & monitoring of cross-system processes (SAP / non-SAP) • Automatic recovery functions & alerting • File backup & switchover functionality in case of maintenance or failures • Completely integrated process documentation, • Change history and error acknowledgements • Extensive possibilities for reporting and mass changes • Graphical modeling of process chains • SAP S/4HANA certified
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    BatchData

    BatchData

    BatchService

    BatchData is a leading provider of accurate and comprehensive property, homeowner, and contact information - offering data solutions to multiple industries working in and around the real estate ecosystem. By combining property, mortgage, listing, foreclosure, valuation, ownership, demographic, and contact information in one place, BatchData helps businesses consolidate vendors, save costs, make better decisions, and streamline operations. BatchData offers flexible delivery methods including bulk data delivery, purpose-built APIs, and self-service list building tools to fuel lead generation efforts, power websites and applications, and enrich systems of records.
    Starting Price: Volume-Based Pricing
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    LIMS by ABI Health
    LIMS by ABI Health makes it easier for your lab business to grow. It takes just a few hours to open collection and processing centers. All the centers are managed under a single platform. You can expand your business, process more samples, and get real-time reports and insights. Here is an opportunity to scale-up your business in no time! Batch Processing Samples. You can process an entire batch of samples using LIMS’ unique batch sheet-tracking tool that assigns a single barcode to the entire batch. Technicians can track the sample handling in real-time as soon as it is collected and assigned a barcode using the Workflow Manager. Cut down on wasteful standby time and do away with confusion over where the sample is! Automation. Automation to save more! Time intensive and repetitive tasks can be automated, allowing for better efficiency. Integrate all equipment and devices on to a single, secure platform, thereby eliminating the manual effort of data transfer.
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    BatchGPT

    BatchGPT

    BatchGPT

    Perform daily tasks 10x faster using advanced Artificial Intelligence. Classify your data into categories. Change the format of your data. Extract patterns from your data. Translate multiple texts at once. No more spending hours writing, solve multiple problems in a single step. No complicated formulas or commands. Just tell what you want to do in natural language. Paste your data from any source. Excel, Google Sheets, Airbtable. See the results in seconds. Copy it to wherever you want. Extract complex patterns, give the domain name from the URL Change the format of your data, and give the stock symbol for the company name. Create ads for multiple keywords in one batch. Translate multiple sentences in one step. Save days of manual work by automating with AI. New updates and improvements to BatchGPT. One of the key aspects of BatchGPT functionality is its ability to format the output of tasks in a specific way.
    Starting Price: $6 per month
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    Advanced Batch Converter
    Advanced Batch Converter does exactly what its title suggests, allowing you to easily convert multiple graphics files at the click of a button. More than that, you can also edit images directly in Advanced Batch Converter, to produce a variety of effects (resize, rotate, flip, mirror, crop, filters, watermarks, morphing effects, color enhancements, etc). The actual conversion process is extremely fast, with the whole process being over in the blink of an eye. The user interface couldn't be any easier, making use of icons wherever possible and keeping buttons to a minimum. This results in an uncluttered layout that allows the user to concentrate on the job at hand. All images can be viewed directly inside the program, with various details about the image being displayed, such as file size, image size, and image name. Images can also be printed directly from within Advanced Batch Converter. Along with the ability to batch convert you can, of course, carry out single conversions.
    Starting Price: $69.99 one-time payment
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    VESSL AI

    VESSL AI

    VESSL AI

    Build, train, and deploy models faster at scale with fully managed infrastructure, tools, and workflows. Deploy custom AI & LLMs on any infrastructure in seconds and scale inference with ease. Handle your most demanding tasks with batch job scheduling, only paying with per-second billing. Optimize costs with GPU usage, spot instances, and built-in automatic failover. Train with a single command with YAML, simplifying complex infrastructure setups. Automatically scale up workers during high traffic and scale down to zero during inactivity. Deploy cutting-edge models with persistent endpoints in a serverless environment, optimizing resource usage. Monitor system and inference metrics in real-time, including worker count, GPU utilization, latency, and throughput. Efficiently conduct A/B testing by splitting traffic among multiple models for evaluation.
    Starting Price: $100 + compute/month
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    Azure Virtual Machine Scale Sets
    Build, on your terms, large-scale services for batch, big data, and container workloads using Azure Virtual Machine Scale Sets, which let you create and manage a group of heterogeneous load-balanced virtual machines (VMs). Increase or decrease the number of VMs automatically in response to demand or based on a schedule you define. Centrally manage, configure, and update thousands of VMs and provide higher availability and security for your applications. Increase application uptime by using availability zones and availability sets to automatically distribute VMs in a scale set within a single data center or across multiple data centers. Scale sets run multiple VM instances of your application. Therefore, if one of these instances has a problem, your customers will continue to access your application with minimal disruption. Virtual machine scale sets guarantee up to 99.99 percent service-level agreements (SLAs) for your VMs.
    Starting Price: $6.1320 per month