Alternatives to FLUX 3 Action

Compare FLUX 3 Action alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to FLUX 3 Action in 2026. Compare features, ratings, user reviews, pricing, and more from FLUX 3 Action competitors and alternatives in order to make an informed decision for your business.

  • 1
    T-Plan Robot
    T-Plan Robot automates scripted user actions for Test Automation or Robotic Process Automation (RPA) on Mac, Windows Linux & Mobile. T-Plan develops and sells two main toolsets. 1) Test Automation and 2) Robotic Process Automation (RPA). T-Plan Robot is a highly flexible, easy to use, image-based black box GUI automation tool that creates robust automated scripts and exercises applications in the same way as would an end-user. T-Plan Robot is platform-independent (Java) and runs on, and automates all major systems such as Windows, Mac, Linux and Unix plus mobile platforms. We believe we have a solution for any environment. GUI automation interacts with your business sponsor and development teams throughout the whole project lifecycle. Working intuitively at the screen level business analysts can help testers drive testable paths through the application, whilst at the same time combining with the development team to define repeatable actions to test code in continuous development.
    Starting Price: $400/month/user
  • 2
    FLUX 3

    FLUX 3

    Black Forest Labs

    FLUX 3 is a multimodal foundation model that jointly learns from images, video, and audio within one unified architecture, building a representation of how objects hold together, how things move, and how events sound. Built on the Self-Flow approach, it aligns multimodal generation and understanding in the same backbone so each modality constrains the others, sound matches impact, motion follows physical properties, and future events follow from the past. FLUX 3 can mix modalities and jointly generate images, video, and native audio from text prompts or references such as images, video, and audio. Its video capabilities include text-to-video, image-to-video animation, video-to-video transformation, generative video-and-audio continuation, keyframe-controlled transitions, multilingual dialogue, animated typography, diverse styles and aspect ratios, and agentic chaining into longer multi-shot sequences.
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    Gemini Robotics-ER 1.6

    Gemini Robotics-ER 1.6

    Google DeepMind

    Gemini Robotics-ER 1.6 is a family of AI models developed by Google DeepMind to bring advanced multimodal intelligence into the physical world by enabling robots to perceive, reason, and act in real-world environments. Built on the Gemini 2.0 foundation, it extends traditional AI capabilities by adding physical action as an output modality, allowing robots to interpret visual input and natural language instructions and convert them directly into motor commands to complete tasks. It includes a vision-language-action model that processes images and instructions to execute tasks, as well as a complementary embodied reasoning model (Gemini Robotics-ER) that specializes in spatial understanding, planning, and decision-making within physical environments. These models enable robots to generalize across new situations, objects, and environments, allowing them to perform complex, multi-step tasks even if they were not explicitly trained for them.
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    Gemini Robotics 2

    Gemini Robotics 2

    Google DeepMind

    Gemini Robotics 2 is Google DeepMind’s intelligence layer for adaptable robots, bringing whole-body control, advanced dexterity, embodied reasoning, and multi-robot collaboration to physical AI. It includes three models. Gemini Robotics 2 is a vision-language-action model that converts visual and language input into motor control, enabling humanoids and bi-arm robots to act from feet to fingertips. It can coordinate walking, crouching, reaching, balancing, and object manipulation, while controlling five-fingered hands or standard grippers for delicate and precise tasks. Gemini Robotics ER 2 serves as the high-level brain, communicating with people, understanding its surroundings, planning multi-step tasks that last several minutes, coordinating actions with the VLA, tracking progress, self-correcting failures, and allowing different robots to work together.
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    Gemini Robotics

    Gemini Robotics

    Google DeepMind

    Gemini Robotics brings Gemini’s capacity for multimodal reasoning and world understanding into the physical world, allowing robots of any shape and size to perform a wide range of real-world tasks. Built on Gemini 2.0, it augments advanced vision-language-action models with the ability to reason about physical spaces, generalize to novel situations, including unseen objects, diverse instructions, and new environments, and understand and respond to everyday conversational commands while adapting to sudden changes in instructions or surroundings without further input. Its dexterity module enables complex tasks requiring fine motor skills and precise manipulation, such as folding origami, packing lunch boxes, or preparing salads, and it supports multiple embodiments, from bi-arm platforms like ALOHA 2 to humanoid robots such as Apptronik’s Apollo. It is optimized for local execution and has an SDK for seamless adaptation to new tasks and environments.
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    FLIR FLUX

    FLIR FLUX

    Teledyne FLIR

    FLUX is an intelligent software platform for use with a FLIR video detection system. FLUX collects traffic data, events, alarms and video images generated by the video detectors, sensors and cameras. FLUX also offers video management capacity and can control network video recorders, video walls, mobile and fixed cameras. Use FLUX to manage all your traffic information generated by various sensors and to make it meaningful and relevant to your users. FLUX only requires a web browser and network connection to access the traffic management system. Use FLUX to collect, visualize, and store traffic data, events and alarms, then present video detectors graphically, including event alerting and logging. Traffic managers all over the world use detection and monitoring solutions from FLIR to help manage safe, efficient traffic flow. Real-time analysis of video or thermal camera images allows for more efficient traffic management in tunnels, on highways, and in urban areas.
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    Starchild-1
    Starchild-1 is the first real-time multimodal world model, built to simulate both the visuals and sounds of the world in real time. Unlike language models, which learn from text, world models learn directly from the world itself through pixels, motion, and actions encoded in large-scale video, becoming capable of understanding and simulating an approximation of the world as it evolves. Starchild-1 goes beyond traditional world models, which have mostly focused on visual generation alone, by autoregressively generating synchronized audio and video while continuously responding to streaming user input. Instead of producing a fixed offline clip, it predicts the next audio and video state of a world based on past observations and live inputs, enabling environments, conversations, ambient sound, and world dynamics to change interactively. Users can stream text, speech, and action inputs into the model during rollout, dynamically altering what is seen and heard in real time.
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    FLUX.2

    FLUX.2

    Black Forest Labs

    FLUX.2 is built for real production workflows, delivering high-quality visuals while maintaining character, product, and style consistency across multiple reference images. It handles structured prompts, brand-safe layouts, complex text rendering, and detailed logos with precision. The model supports multi-reference inputs, editing at up to 4 megapixels, and generates both photorealistic scenes and highly stylized compositions. With a focus on reliability, FLUX.2 processes real-world creative tasks—such as infographics, product shots, and UI mockups—with exceptional stability. It represents Black Forest Labs’ open-core approach, pairing frontier-level capability with open-weight models that invite experimentation. Across its variants, FLUX.2 provides flexible options for studios, developers, and researchers who need scalable, customizable visual intelligence.
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    RoboLogix

    RoboLogix

    Logic Design Inc.

    RoboLogix is a state-of-the-art robotics simulation software package that is designed to emulate real-world robotics applications. With RoboLogix, you teach, test, run, and debug programs that you have written yourself using a five-axis industrial robot in a wide range of practical applications. These applications include pick-and-place, palletizing, welding, and painting, and allow for customized environments so that you can design your own robotics application. With RoboLogix, the user can run the simulator to test and visually examine the execution of robot programs and control algorithms. RoboLogix is ideal for students as well as robot designers and engineers. It is the only robotics simulation tool that provides engineering-level simulation at such an affordable price. The simulation software allows for verification of the reachability, travel ranges, and collisions.
    Starting Price: $295 one-time payment
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    GWM-1

    GWM-1

    Runway AI

    GWM-1 is Runway’s state-of-the-art General World Model designed to simulate the real world in real time. It is an interactive, controllable, and general-purpose model built on top of Runway’s Gen-4.5 architecture. GWM-1 generates high-fidelity video frame by frame while maintaining long-term spatial and behavioral consistency. The model supports action-conditioning through inputs such as camera movement, robot actions, events, and speech. GWM-1 enables realistic visual simulation paired with synchronized video and audio outputs. It is designed to help AI systems experience environments rather than just describe them. GWM-1 represents a major step toward general-purpose simulation beyond language-only models.
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    CloudMinds

    CloudMinds

    CloudMinds

    To operate smart robots for people, currently we build and operate an open end-to-end cloud robot system, and offer it as a service to the world. Our pioneering world-class architecture connects robots and smart devices over a secure Virtual Backbone Networks (VBNs) to Cloud AI. Our Human Augmented Robotics Intelligence with Extreme Reality (HARIX) platform is an ever evolving “cloud brain” capable of operating millions of cloud AI robots performing different tasks simultaneously. Complemented by our smart joint technology (SCA), our cloud AI capabilities include Natural Language Processing (NLP), Computer Vision (CV), navigation, and vision-controlled manipulation that’s bringing a vibrant cloud ecosystem of next generation robotics and smart devices to many industry value chains.
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    Palladyne IQ

    Palladyne IQ

    Palladyne AI

    Palladyne IQ is a closed-loop autonomy software platform that adds human-like reasoning, adaptability, and autonomy to industrial robots, cobots, and other robotic platforms. It enables robots to observe, learn, reason, and act, processing data locally (“edge computing”) using multimodal sensor inputs (vision, LiDAR, radar, acoustic, etc.), allowing machines to perceive their environment, learn new tasks from a few human-guided demonstrations (often just 1–5), and dynamically adapt to changes or unexpected conditions. Rather than rigid pre-programmed routines, robots powered by Palladyne IQ can autonomously determine optimal actions in real time and complete complex, variable tasks such as pick-and-place, parts sequencing, product assembly, quality-control inspection, surface preparation (grit blasting, sanding, hydroblasting), and maintenance operations.
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    FLUX.1 Krea
    FLUX.1 Krea is an open source, guidance-distilled 12 billion-parameter diffusion transformer released by Krea in collaboration with Black Forest Labs, engineered to deliver superior aesthetic control and photorealism while eschewing the generic “AI look.” Fully compatible with the FLUX.1-dev ecosystem, it starts from a raw, untainted base model (flux-dev-raw) rich in world knowledge and employs a two-phase post-training pipeline, supervised fine-tuning on a hand-curated mix of high-quality and synthetic samples, followed by reinforcement learning from human feedback using opinionated preference data, to bias outputs toward a distinct style. By leveraging negative prompts during pre-training, custom loss functions for classifier-free guidance, and targeted preference labels, it achieves significant quality improvements with under one million examples, all without extensive prompting or additional LoRA modules.
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    Foxglove

    Foxglove

    Foxglove

    Foxglove is a visualization, observability, and data management platform purpose-built for robotics and embodied AI development that centralizes and simplifies working with large, multimodal temporal datasets, including time series, sensor logs, imagery, lidar/point clouds, geospatial maps, and more, in a single, integrated workspace. It enables engineers to record, import, organize, stream, and visualize both live and recorded data from robots using intuitive, customizable dashboards with interactive panels for 3D scenes, plots, raw messages, images, and maps, helping users understand how robots sense, think, and act. Foxglove supports real-time connections to systems like ROS and ROS 2 via bridges and web sockets, enables cross-platform workflows (desktop app for Linux, Windows, and macOS), and facilitates rapid analysis, debugging, and performance optimization by synchronizing diverse data sources in time and space.
    Starting Price: $18 per month
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    RoboDK

    RoboDK

    RoboDK

    RoboDK is a powerful and cost-effective simulator for industrial robots and robot programming. RoboDK simulation software allows you to get the most out of your robot. No programming skills are required with RoboDK's intuitive interface. You can easily program any robot offline with just a few clicks. RoboDK has an extensive library with over 500 robot arms. The advantage of using RoboDK's simulation and offline programming tools is that it allows you to program robots outside the production environment. With RoboDK you can program robots directly from your computer and eliminate production downtime caused by shop floor programming. Use your robot arm like a 5-axis milling machine (CNC) or a 3D printer. Simulate and convert NC programs to robot programs (G-code or APT-CLS files). RoboDK will automatically optimize the robot path, avoiding singularities, axis limits and collisions. Simulation and Offline Programming of industrial robots has never been easier.
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    InstructGPT
    InstructGPT is an open-source framework for training language models to generate natural language instructions from visual input. It uses a generative pre-trained transformer (GPT) model and the state-of-the-art object detector, Mask R-CNN, to detect objects in images and generate natural language sentences that describe the image. InstructGPT is designed to be effective across domains such as robotics, gaming and education; it can assist robots in navigating complex tasks with natural language instructions, or help students learn by providing descriptive explanations of processes or events.
    Starting Price: $0.0200 per 1000 tokens
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    PXZ AI

    PXZ AI

    PXZ AI

    PXZ AI is an all-in-one AI creative platform that combines tools for video generation, image editing, graphic design, and enhancement, all accessible through multiple state-of-the-art models. It offers an AI image generator with options like FLUX Schnell, FLUX 1.1 Pro Ultra, Recraft V3, Stable Diffusion 3, Ideogram V2, and others to create unique images, graphics, and designs from text prompts. It also includes image tools such as background removal, photo colorization, face swapping, baby-face prediction, image upscaling, tattoo design, family portrait generation, and photo filters in popular styles (anime, Pixar, Ghibli, etc.). On the video side, PXZ AI gives access to AI video-generation models like Runway, Luma AI, Pika AI, and others, with features such as text-to-video, image-to-video conversion, video enhancement, plus additional “video effects.” The service emphasizes ease-of-use: users can select different models, apply creative tools, and generate content.
    Starting Price: $4.90 per month
  • 18
    NVIDIA Isaac GR00T
    NVIDIA Isaac GR00T (Generalist Robot 00 Technology) is a research-driven platform for developing general-purpose humanoid robot foundation models and data pipelines. It includes models like Isaac GR00T-N, and synthetic motion blueprints, GR00T-Mimic for augmenting demonstrations, and GR00T-Dreams for generating novel synthetic trajectories, to accelerate humanoid robotics development. Recently, the open source Isaac GR00T N1 foundation model debuted, featuring a dual-system cognitive architecture, a fast-reacting “System 1” action model, and a deliberative, language-enabled “System 2” reasoning model. The updated GR00T N1.5 introduces enhancements such as improved vision-language grounding, better language command following, few-shot adaptability, and new robot embodiment support. Together with tools like Isaac Sim, Lab, and Omniverse, GR00T empowers developers to train, simulate, post-train, and deploy adaptable humanoid agents using both real and synthetic data.
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    Runway

    Runway

    Runway AI

    Runway is an AI research and product company focused on building systems that simulate the world through generative models. The platform develops advanced video, world, and robotics models that can understand, generate, and interact with reality. Runway’s technology powers state-of-the-art generative video models like Gen-4.5 with cinematic motion and visual fidelity. It also pioneers General World Models (GWM) capable of simulating environments, agents, and physical interactions. Runway bridges art and science to transform media, entertainment, robotics, and real-time interaction. Its models enable creators, researchers, and organizations to explore new forms of storytelling and simulation. Runway is used by leading enterprises, studios, and academic institutions worldwide.
    Starting Price: $15 per user per month
  • 20
    NVIDIA Cosmos
    NVIDIA Cosmos is a developer-first platform of state-of-the-art generative World Foundation Models (WFMs), advanced video tokenizers, guardrails, and an accelerated data processing and curation pipeline designed to supercharge physical AI development. It enables developers working on autonomous vehicles, robotics, and video analytics AI agents to generate photorealistic, physics-aware synthetic video data, trained on an immense dataset including 20 million hours of real-world and simulated video, to rapidly simulate future scenarios, train world models, and fine‑tune custom behaviors. It includes three core WFM types; Cosmos Predict, capable of generating up to 30 seconds of continuous video from multimodal inputs; Cosmos Transfer, which adapts simulations across environments and lighting for versatile domain augmentation; and Cosmos Reason, a vision-language model that applies structured reasoning to interpret spatial-temporal data for planning and decision-making.
  • 21
    Promptus

    Promptus

    Promptus

    Create AI videos, images, audio, 3D, and more. Build secure generative AI workflows and sell your idle GPU compute Promptus enables creatives to generate AI images, videos, characters, 3D assets with ease using the latest AI models. It combines the most popular node-based workflow builder with decentralized GPU compute. Create, manage, and evolve AI digital assets and workflows efficiently. Models available in Promptus Gemini 2.0 Flash Image Model OpenAI GPT-4o Image Generation Flux.1 Pro, Flux.1 dev, and Flux.1 schnell Alibaba Wan 2.1, Wan 2.1 3D Stable Diffusion 1.5, 2.5, SD3 100+ open-source models SFW mode and generation on Promptus app. Plus monetize your idle GPU compute.
  • 22
    Reactor

    Reactor

    Reactor

    Reactor is building the missing layer for world models and invites users to experience real-time world models through an early preview. Its product direction centers on worlds generated in real time, where pixels, sounds, and actions can be produced on the fly, changing how people interact with software and, eventually, the physical world. The preview is the first step toward that reality, letting users experience AI-generated worlds running on global low-latency infrastructure. Reactor’s work is focused on the next frontier of AI, real-time world models that people, agents, and robots can drive frame by frame. Rather than treating generated video as something passive to watch, Reactor points toward interactive environments that can be inhabited, controlled, and shaped as they generate. Its research and product focus includes real-time interactivity, inference, controllable world models, and systems that make dynamic visual environments responsive enough for live experiences.
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    RoboCell

    RoboCell

    Intelitek

    RoboCell integrates ScorBase's robotic control software with interactive 3D solid modeling simulation, accurately replicating the dimensions and functions of Intelitek robotic equipment. This integration allows students to teach positions, write programs, and debug robotic applications offline before executing them in an actual work cell. RoboCell enables experimentation with various simulated work cells, even if the physical setups are unavailable in the lab. Advanced users can design 3D objects and import them into RoboCell for use in virtual work cells. The software operates in three modes: Online mode for controlling the robotic cell, Simulation mode for managing the virtual robotic cell in a 3D display, and offline mode for verifying ScorBase programs. Key features include dynamic 3D simulation with tracking of robots and devices, simulation of robot movements and gripper part manipulation, and support for peripheral axes like conveyor belts, XY tables, rotary tables, etc.
  • 24
    RobotWorks

    RobotWorks

    SOLIDWORKS

    RobotWorks is a CNC-style program for off-line programming of industrial robots. It is an add-in to SOLIDWORKS, acting upon CAD objects (faces, edges, etc.) within an assembly. Creation parts, tools, fixtures, work-cell parts, and a robot path inside one interactive environment. Automatic path generation along CAD features (faces, curves, and more) Simulating robot and tool motion, collision detection, external axes, robot joint limits, and more. Handles offsets, user frames, and motion in several coordinate systems. Imports points from CNC programs and other formats and make them robot programs. Translates and writes robot programs in most industrial robots formats Affordable PC solution for the end user, simple and intuitive, and has a very short learning curve Among its many features, RobotWorks can generate without effort a path for "Carry Part," in which the part is manipulated against a fixed tool.
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    Focal

    Focal

    Focal ML

    Focal is an online video creation software that helps you tell stories using AI. You can bring your own script, and Focal will adapt it faithfully. If you just have an idea, Focal can help you turn it into a script first. You can edit your script with commands like "make this conversation shorter" or "replace this with a series of over-the-shoulder shots aimed at the person who is speaking." Focal supports traditional timeline editing tools to polish your work and provides features of the latest models, like video extension and frame interpolation. Focal integrates best-in-class models for videos, images, and voices, including Minimax, Kling, Luma, Runway, Flux1.1 Pro, Flux Dev, Flux Schnell, and ElevenLabs. You can generate and re-use characters and locations in your projects. Anything you make on a paid plan is yours to use commercially, while the free plan is for personal use only.
    Starting Price: $10 per month
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    HAL Robotics

    HAL Robotics

    HAL Robotics

    HAL Robotics offers a versatile robot programming and simulation software platform designed to automate complex, variable tasks across diverse industries. Their flagship product, DECODE, is a no-code human-robot collaboration software that enables users without robotics or programming expertise to flexibly automate new and variable tasks. DECODE facilitates the creation of digital twins for robot cells, allowing for simulation and validation of machine behavior through an intuitive drag-and-drop interface. It supports over 1,000 robot presets and more than 40 CAD formats, streamlining the process of building accurate virtual models. The platform provides customizable toolpath generators, enabling quick and easy programming of robots by combining robot actions with a library of parametric toolpath generators. This approach ensures error-free robot tasks by utilizing native robot functions.
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    FLUX.2 [max]

    FLUX.2 [max]

    Black Forest Labs

    FLUX.2 [max] is the flagship image-generation and editing model in the FLUX.2 family from Black Forest Labs that delivers top-tier photorealistic output with professional-grade quality and unmatched consistency across styles, objects, characters, and scenes. It supports grounded generation that can incorporate real-time contextual information, enabling visuals that reflect current trends, environments, and detailed prompt intent while maintaining coherence and structure. It excels at producing marketplace-ready product photos, cinematic visuals, logo and brand assets, and high-fidelity creative imagery with precise control over colors, lighting, composition, and textures, and it preserves identity even through complex edits and multi-reference inputs. FLUX.2 [max] handles detailed features such as character proportions, facial expressions, typography, and spatial reasoning with high stability, making it suitable for iterative creative workflows.
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    RoboSim

    RoboSim

    RoboSim

    RoboSim is an educational platform designed to democratize robot programming education within IT classes. It enables students to construct and program virtual robots cost-effectively, making robotics accessible to a broader audience. By providing a simulated environment, RoboSim allows learners to engage with robotics concepts without the need for expensive hardware, fostering hands-on experience in programming and problem-solving. This approach not only enhances understanding of robotics but also integrates seamlessly into existing curricula, promoting STEM education and preparing students for future technological endeavors. Provide professional multi-version customization services and the personal experience version can be converted and upgraded to the professional version. There is also a campus version, which can be customized immediately according to the needs of the regional/school scale. Unlock the new RoboSim with a low price and high experience.
    Starting Price: $0.079 per month
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    FLUX.1 Kontext

    FLUX.1 Kontext

    Black Forest Labs

    FLUX.1 Kontext is a suite of generative flow matching models developed by Black Forest Labs, enabling users to generate and edit images using both text and image prompts. This multimodal approach allows for in-context image generation, facilitating seamless extraction and modification of visual concepts to produce coherent renderings. Unlike traditional text-to-image models, FLUX.1 Kontext unifies instant text-based image editing with text-to-image generation, offering capabilities such as character consistency, context understanding, and local editing. Users can perform targeted modifications on specific elements within an image without affecting the rest, preserve unique styles from reference images, and iteratively refine creations with minimal latency.
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    FLUX1.1 Pro

    FLUX1.1 Pro

    Black Forest Labs

    The FLUX1.1 Pro from Black Forest Labs sets a new benchmark in AI-powered image generation, delivering remarkable improvements in both speed and quality. This next-gen model outperforms its predecessor, FLUX.1 Pro, by being six times faster while enhancing image fidelity, prompt accuracy, and creative diversity. Key innovations include ultra-high-resolution rendering up to 4K and a Raw Mode for more natural, organic visuals. Available via the BFL API and integrated with platforms like Replicate and Freepik, FLUX1.1 Pro is the ultimate solution for professionals seeking advanced, scalable AI-generated imagery.
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    Qwen2-VL

    Qwen2-VL

    Alibaba

    Qwen2-VL is the latest version of the vision language models based on Qwen2 in the Qwen model familities. Compared with Qwen-VL, Qwen2-VL has the capabilities of: SoTA understanding of images of various resolution & ratio: Qwen2-VL achieves state-of-the-art performance on visual understanding benchmarks, including MathVista, DocVQA, RealWorldQA, MTVQA, etc. Understanding videos of 20 min+: Qwen2-VL can understand videos over 20 minutes for high-quality video-based question answering, dialog, content creation, etc. Agent that can operate your mobiles, robots, etc.: with the abilities of complex reasoning and decision making, Qwen2-VL can be integrated with devices like mobile phones, robots, etc., for automatic operation based on visual environment and text instructions. Multilingual Support: to serve global users, besides English and Chinese, Qwen2-VL now supports the understanding of texts in different languages inside images
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    FLUX.1

    FLUX.1

    Black Forest Labs

    FLUX.1 is a groundbreaking suite of open-source text-to-image models developed by Black Forest Labs, setting new benchmarks in AI-generated imagery with its 12 billion parameters. It surpasses established models like Midjourney V6, DALL-E 3, and Stable Diffusion 3 Ultra by offering superior image quality, detail, prompt fidelity, and versatility across various styles and scenes. FLUX.1 comes in three variants: Pro for top-tier commercial use, Dev for non-commercial research with efficiency akin to Pro, and Schnell for rapid personal and local development projects under an Apache 2.0 license. Its innovative use of flow matching and rotary positional embeddings allows for efficient and high-quality image synthesis, making FLUX.1 a significant advancement in the domain of AI-driven visual creativity.
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    PureMind

    PureMind

    PureMind

    Computer vision and artificial intelligence (AI) helps train equipment to control the quality of products in manufacture, train robots for movement autonomous and safety, train cameras to control and analyze traffic on retail, recognize types and colors of cars, food in the fridge, or make a map or 3D model of space from video. Algorithms help to predict sales in your business, find the relationship between metrics, publications and grow, classify customers for prepare personal offers, interpret and visualize the data, extract most important from text and video. Data Mining, regression, classification, correlation and cluster analysis, decision trees, prediction models, graphs, neural networks. Text classification, understanding, summarization and auto-tagging, named-entity recognition, compare for text similarity, sentiment analysis, dialog and QA systems. Detection, segmentation, recognition, recovery and image/video generation.
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    Martini

    Martini

    TORO Cloud

    Join the growing community of integration ninjas using Martini™ to integrate faster. Gloop eliminates the grunt work required when creating services for application and data integration, building APIs, and managing data. Gloop makes it easy to perform common development tasks such as mapping and transforming data, iterating over arrays, executing if-else and switch-case logic, invoking external code, running jobs in parallel, and so much more. Flux is Martini’s event based workflow engine for managing asynchronous workflows and event based triggers of Gloop microservices. With Flux you can invoke Gloop microservices sequentially, passing the output of one to the other, and/or in parallel, and Flux will maintain the state of each execution for you. Flux workflows are created visually by dragging Flux states onto a canvas and selecting the Gloop microservice you would like executed when the state is invoked.
    Starting Price: $500 per month
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    RobotStudio
    RobotStudio is the world’s most popular offline programming and simulation tool for robotic applications. Based on the best-in-class virtual controller technology, the RobotStudio suite gives you full confidence that what you see on your screen matches how the robot will move in real life. Enabling you to build, test, and refine your robot installation in a virtual environment, this unique technology speeds up commissioning time and productivity by a magnitude. The RobotStudio desktop version allows you to carry out programming and simulation without disturbing ongoing production. RobotStudio cloud enables individuals and teams to collaborate in real-time on robot cell designs from anywhere in the world, on any device. The RobotStudio Augmented Reality Viewer enables you to visualize robots and solutions in a real environment or in a virtual room on any mobile device for free. Both the desktop and mobile applications enable teams to collaborate and make faster decisions.
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    Synexa

    Synexa

    Synexa

    ​Synexa AI enables users to deploy AI models with a single line of code, offering a simple, fast, and stable solution. It supports various functionalities, including image and video generation, image restoration, image captioning, model fine-tuning, and speech generation. Synexa provides access to over 100 production-ready AI models, such as FLUX Pro, Ideogram v2, and Hunyuan Video, with new models added weekly and zero setup required. Synexa's optimized inference engine delivers up to 4x faster performance on diffusion models, achieving sub-second generation times with FLUX and other popular models. Developers can integrate AI capabilities in minutes using intuitive SDKs and comprehensive API documentation, with support for Python, JavaScript, and REST API. Synexa offers enterprise-grade GPU infrastructure with A100s and H100s across three continents, ensuring sub-100ms latency with smart routing and a 99.9% uptime guarantee.
    Starting Price: $0.0125 per image
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    TheFluxTrain

    TheFluxTrain

    TheFluxTrain

    TheFluxTrain is an AI tool designed for creators, filmmakers, photographers, and fashion professionals. It empowers users to train and fine-tune Flux models using their own datasets, making it highly adaptable for unique creative projects such as film production, photography, and fashion campaigns. The platform offers tailored solutions for generating headshots, fashion model imagery, and other personalized visuals, ensuring professional-grade results. At its core is an AI-powered editor that combines state-of-the-art image editing features with the ability to use your custom-trained models. This seamless integration allows users to create, refine, and inpaint visuals with precision, blending creativity with advanced AI functionality. The intuitive interface makes it easy for professionals to explore endless possibilities, whether crafting striking visuals, enhancing portraits, or designing unique scenes for storytelling and branding.
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    Collart AI

    Collart AI

    Collart AI

    Collart AI is an AI creative platform for generating, editing, and organizing images and videos in one web-based workspace. It brings together leading image and video models, creative templates, and editing tools so users can move from an idea or source image to a finished visual without switching between disconnected tools. AI Canvas lets creators build and connect creative AI workflows visually, while generation tools support text-to-image, image-to-image, text-to-video, image-to-video, reference-to-video, start/end frame control, and Motion Sync. Users can create highly detailed images from prompts, transform existing visuals into new styles and variations, animate static photos with smooth motion, or generate cinematic videos from text descriptions. It integrates models such as GPT Image, FLUX, Recraft, Ideogram, Seedream, Nano Banana, Seedance, Kling, Google Veo, Grok Imagine, PixVerse, Hailuo, and Wan, allowing creators to choose models suited to different visual goals.
    Starting Price: $5.98 per month
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    Flux CD

    Flux CD

    Flux CD

    Flux is a set of continuous and progressive delivery solutions for Kubernetes that are open and extensible. The latest version of Flux brings many new features, making it more flexible and versatile. Flux is a CNCF Incubating project. Flux and Flagger deploy apps with canaries, feature flags, and A/B rollouts. Flux can also manage any Kubernetes resource. Infrastructure and workload dependency management are built-in. Flux enables application deployment (CD) and (with the help of Flagger) progressive delivery (PD) through automatic reconciliation. Flux can even push back to Git for you with automated container image updates to Git (image scanning and patching). Flux works with your Git providers (GitHub, GitLab, Bitbucket, can even use s3-compatible buckets as a source), all major container registries, and all CI workflow providers. Kustomize, Helm, RBAC, and policy-driven validation (OPA, Kyverno, admission controllers) so it simply falls into place.
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    Formant

    Formant

    Formant

    Formant’s centralized command center gives robot service providers a way to monitor performance and manage configuration for an entire fleet of robots cost-effectively and efficiently. Visualize all data collected from the field and aggregate it based on location, customer, and fleet to track and quickly respond to trends or environmental changes. A centralized command center provides the operations team the data, tools, and resources needed to efficiently manage a growing fleet of robots without increasing supporting resources at the same rate. Formant offers a number of out-of-the-box solutions, as well as an API to build custom applications. Command and control autonomous devices from anywhere in the world with a direct, low-latency connection. Joystick, direct commands, or SSH without a VPN. Deploy, configure, and manage fleets at scale with an integrated view of the entire fleet and take necessary action to get your device back up and running quickly.
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    ROBOGUIDE
    FANUC's ROBOGUIDE is a leading offline programming and simulation software for FANUC robots, enabling users to create, program, and simulate robotic work cells in a 3D environment without the need for physical prototypes. This software family includes process-focused packages such as HandlingPRO, PaintPRO, PalletPRO, and WeldPRO, each tailored to specific applications like material handling, painting, palletizing, and welding. By utilizing virtual robots and work cell models, ROBOGUIDE minimizes risks and costs by allowing visualization and optimization of single and multi-robot work cell layouts before actual installation. This approach facilitates accurate cycle time calculations, reachability checks, and collision detection, ensuring the feasibility and efficiency of robot programs and cell layouts. Additionally, ROBOGUIDE supports CAD-to-path programming, conveyor line tracking, and machine modeling, enhancing the precision and flexibility of robotic operations.
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    LTX-2.5

    LTX-2.5

    Lightricks

    LTX-2.5 is an open-weights world model for video generation, built as a stronger foundation that teams can run on their own hardware, fine-tune on their data, and deploy on their terms. It improves quality, continuity, control, and efficiency through native multi-shot generation, stronger prompt adherence, and better local performance. Its Diffusion Fidelity Rendering technology allocates rendering compute based on scene complexity to deliver high pixel quality that holds up frame by frame. The model produces cleaner, smoother motion with fewer artifacts and can create connected shots that maintain character, environment, lighting, and voice across cuts. Stronger prompt understanding enables complex creative instructions from shorter prompts, while automatic duration prediction generates the appropriate clip length for the requested action.
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    RetailFlux

    RetailFlux

    RetailFlux

    RetailFlux people counting software offers both the lowest cost solution and the most sophisticated analytic technology in the market. RetailFlux people counting solutions are based on our property Artificial Intelligence (AI) technology, called FluxVision. Our FluxVision based counting solution provides best-in-class data quality with the lowest implementation cost possible thanks to its AI core. That is, regular CCTV cameras are transformed into the World’s most accurate and versatile counter devices with the help of our unique AI software platform. The exclusive features brought by RetailFlux people counters include staff exclusion, occupancy and shopping time metrics. Shopper footfall and conversion reports have become the most important metric in 21th century brick-and-mortar retail management tasks. Visitor counting numbers combined with sales figures reflect the most basic and beneficial KPI, namely conversion rate, in order to evaluate the performance of stores.
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    Waveloom

    Waveloom

    Waveloom

    Waveloom is a developer platform that enables the visual construction and deployment of AI workflows, integrating services like GPT-4, Claude, and DALL-E without the need for infrastructure coding. Its drag-and-drop interface allows users to create complex AI workflows, connecting various services and transforming data seamlessly. Waveloom provides a unified SDK to access multiple AI models, including Claude 3.5, GPT-4, Gemini, Llama, DALL-E, Lora, Flux, Stable Diffusion, and Whisper, handling the underlying infrastructure to let developers focus on building applications. The platform offers real-time monitoring, enabling users to observe workflow execution, debug issues, optimize performance, and manage costs from a single dashboard. With a single function call, developers can run diverse processes, such as AI prompts and image generation, facilitating the creation of AI processing tasks involving large language models, image and video processing, voice synthesis, data storage, etc.
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    GLM-OCR
    GLM-OCR is a multimodal optical character recognition model and open source repository that provides accurate, efficient, and comprehensive document understanding by combining text and visual modalities into a unified encoder–decoder architecture derived from the GLM-V family. Built with a visual encoder pre-trained on large-scale image–text data and a lightweight cross-modal connector feeding into a GLM-0.5B language decoder, the model supports layout detection, parallel region recognition, and structured output for text, tables, formulas, and complicated real-world document formats. It introduces Multi-Token Prediction (MTP) loss and stable full-task reinforcement learning to improve training efficiency, recognition accuracy, and generalization, achieving state-of-the-art benchmarks on major document understanding tasks.
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    VicSee

    VicSee

    VicSee

    VicSee is a web-based platform providing access to multiple AI video and image generation models through a unified interface. The platform includes Sora 2 and Sora 2 Pro for text-to-video and image-to-video generation (720p-1080p), Veo 3.1 for video with native audio synthesis, Kling 2.6 for audio-visual synchronization, Hailuo 2.3 for artistic motion, FLUX.2 (Pro/Flex) for high-resolution images up to 4K, and Nano Banana models for general-purpose and HD image generation. Each model supports various aspect ratios. The platform operates on a credit-based system with plans from $15/mo (Starter) to $29/mo (Pro), includes 20 free credits to start, and provides full API access for developers.
    Starting Price: $15/month
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    Fuzzy Studio

    Fuzzy Studio

    Fuzzy Logic Robotics

    Visual no-code robot programming and simulation. Designed for people who are not robotics experts. Compatible with all major robot brands (ABB, FANUC, KUKA, Staübli, Universal Robot & Yaskawa). Enables both offline and online robotic programming. Program any robot - no coding skills necessary. There is no need to learn or understand programming to use a robot. With our no-code user interface, visually interact with the 3D simulated environment and the robot programs are automatically generated for you. Get up and running right away without wasting time on details. Figure out how robotics can work for you with step-by-step application tutorials and our clear user interface. Design and simulate your robotic workcell. Design, simulate and modify an entire robotic process in just a few clicks. In Fuzzy Studio, anyone can layout, test, and reconfigure their robotic workcell.
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    Lucky Robots

    Lucky Robots

    Lucky Robots

    Lucky Robots is a robotics-focused simulation platform that lets teams train, test, and refine AI models for robots entirely in high-fidelity virtual environments that mimic real-world physics, sensors, and interactions, enabling massive generation of synthetic training data and rapid iteration without physical robots or costly lab setups. It uses hyper-realistic scenes (e.g., kitchens, terrain) built on advanced simulation tech to create varied edge cases, generate millions of labeled episodes for scalable model learning, and accelerate development while reducing cost and safety risk. It supports natural language control in simulated scenarios, lets users bring their own robot models or choose from commercially available ones, and includes tools for collaboration, environment sharing, and training workflows via LuckyHub, helping developers push models toward real-world performance more efficiently.
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    Decision Pulse AI

    Decision Pulse AI

    Office Solution

    The Executive Decision Pulse GEN AI revolutionizes sales strategy and performance through advanced data analytics. It enables organizations to upload and harmonize business and competitor data, ensuring consistent, accurate insights. Its Descriptive, Diagnostic, Predictive, and Prescriptive Analysis tabs provide a 360° view of performance, trends, and actionable strategies. Certified by Microsoft, the platform ensures seamless integration, cost-effectiveness via in-house LLMs or popular models, and advanced security with dynamic row-level protection. Key features include PulseGrid for rapid dashboard rendering, an NLQ chatbot for complex queries, and taFlux technology for high-speed processing. Export insights in PPT, PDF, CSV, or Excel formats. With applications in Retail & Distribution, Key Account Management, and Trade Marketing & CRM, this tool enhances supply chains, strengthens client relationships, and optimizes marketing strategies to stay competitive.
    Starting Price: $3000/year
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    Trackwell FiMS

    Trackwell FiMS

    Trackwell FiMS

    Trackwell Fisheries Management Systems offers a suite of solutions that include VMS (Vessel Monitoring System) software, the ERS (Electronic Reporting System for managing fishing activity data), the eLOG (electronic logbook for on-board catch registration), and the FLUX Engine which translates and standardizes the data into FLUX (Fisheries Language for Universal Exchange) to comply with international regulations. These solutions are powered by Data Analysis Engine that generates powerful insights tailored to the client’s needs for different purposes such as, but not limited to, Safety at Sea, law/quota enforcement, IUU detection and research. All of these are linked through a powerful task management system that allows users and administrators to have complete traceability of all issues and customized alerts generated by the platform, log of all actions taken by operators, vessel response, manual inputs and modifications, and other variables as defined by the customer.