Alternatives to Odyssey-2 Pro

Compare Odyssey-2 Pro alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Odyssey-2 Pro in 2026. Compare features, ratings, user reviews, pricing, and more from Odyssey-2 Pro competitors and alternatives in order to make an informed decision for your business.

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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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    Marble

    Marble

    World Labs

    Marble is an experimental AI model internally tested by World Labs, a variant and extension of their Large World Model technology. It is a web service that turns a single 2D image into a navigable spatial environment. Marble offers two generation modes: a smaller, fast model for rough previews that’s quick to iterate on, and a larger, high-fidelity model that takes longer (around ten minutes in the example) but produces a significantly more convincing result. The value proposition is instant, photogrammetry-like image-to-world creation without a full capture rig, turning a single shot into an explorable space for memory capture, mood boards, archviz previews, or creative experiments.
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    Mirage 2

    Mirage 2

    Dynamics Lab

    Mirage 2 is an AI-driven Generative World Engine that lets anyone instantly transform images or descriptions into fully playable, interactive game environments directly in the browser. Upload sketches, concept art, photos, or prompts, like “Ghibli-style village” or “Paris street scene”, and Mirage 2 builds immersive worlds you can explore in real time. The experience isn’t pre-scripted: you can modify your world mid-play using natural-language chat, evolving settings dynamically, from a cyberpunk city to a rainforest or a mountaintop castle, all with minimal latency (around 200 ms) on a single consumer GPU. Mirage 2 supports smooth rendering, real-time prompt control, and extended gameplay stretches beyond ten minutes. It outpaces earlier world-model systems by offering true general-domain generation, no upper limit on styles or genres, as well as seamless world adaptation and sharing features.
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    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.
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    Genie 3

    Genie 3

    Google DeepMind

    Genie 3 is DeepMind’s next-generation, general-purpose world model capable of generating richly interactive 3D environments in real time at 24 frames per second and 720p resolution that remain consistent for several minutes. Prompted by text input, the system constructs dynamic virtual worlds where users (or embodied agents) can navigate and interact with natural phenomena from multiple perspectives, like first-person or isometric. A standout feature is its emergent long-horizon visual memory: Genie 3 maintains environmental consistency over extended durations, preserving off-screen elements and spatial coherence across revisits. It also supports “promptable world events,” enabling users to modify scenes, such as changing weather or introducing new objects, on the fly. Designed to support embodied agent research, Genie 3 seamlessly integrates with agents like SIMA, facilitating goal-based navigation and complex task accomplishment.
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    Odyssey

    Odyssey

    Odyssey ML

    Odyssey is a frontier interactive video model that enables instant, real-time generation of video you can interact with. Just type a prompt, and the system begins streaming minutes of video that respond to your input. It shifts video from a static playback format to a dynamic, action-aware stream: the model is causal and autoregressive, generating each frame based solely on prior frames and your actions rather than a fixed timeline, enabling continuous adaptation of camera angles, scenery, characters, and events. The platform begins streaming video almost instantly, producing new frames every ~50 milliseconds (about 20 fps), so you don’t wait minutes for a clip, you engage in an evolving experience. Under the hood, the model is trained via a novel multi-stage pipeline to transition from fixed-clip generation to open-ended interactive video, allowing you to type or speak commands and explore an AI-imagined world that reacts in real time.
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    Odyssey Attribution
    Odyssey is a multi-touch attribution tool that integrates with your Google Analytics and gives your insight into the true performance of your marketing channels. Increase your online marketing performance due to the actionable insights of Odyssey. After analyzing each traffic source on a granular level, Odyssey will provide you with a suggested ad spend for each ad. Compare this to your current ad spend to identify opportunities and bottlenecks. To get started all you need is Google Analytics. Odyssey uses your Google Analytics raw click data to provide you with actionable insights. Easily integrate with all of your marketing channels. See the incremental value of each marketing channel, on every level. Customers use multiple devices. So we've optimized our attribution model to that. Odyssey uses all the available data in order to form a full customer journey with cross-device attribution. This results in a complete customer journey in a single view.
    Starting Price: $250 per month
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    DxOdyssey
    DxOdyssey is lightweight software built on patented technology that enables you to create highly available application-level micro-tunnels across any mix of locations and platforms. And it does so more easily, more securely, and more discreetly than any other solution on the market. Using DxOdyssey puts you on a path to zero trust security and helps networking and security admins secure multi-site & multi-cloud operations. The network perimeter has evolved. And DxOdyssey’s unVPN technology is designed with this in mind. Old VPN and direct link approaches are cumbersome to maintain and open up the entire network to lateral movement. DxOdyssey takes a more secure approach, giving users app-level access rather than network-level access, reducing attack surface. And it does all of this with the most secure and performant approach to create a Software Defined Perimeter (SDP) to grant connectivity to distributed apps and clients running across multiple sites, clouds, and domains.
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    Kling O1

    Kling O1

    Kling AI

    Kling O1 is a generative AI platform that transforms text, images, or videos into high-quality video content, combining video generation and video editing into a unified workflow. It supports multiple input modalities (text-to-video, image-to-video, and video editing) and offers a suite of models, including the latest “Video O1 / Kling O1”, that allow users to generate, remix, or edit clips using prompts in natural language. The new model enables tasks such as removing objects across an entire clip (without manual masking or frame-by-frame editing), restyling, and seamlessly integrating different media types (text, image, video) for flexible creative production. Kling AI emphasizes fluid motion, realistic lighting, cinematic quality visuals, and accurate prompt adherence, so actions, camera movement, and scene transitions follow user instructions closely.
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    WIN

    WIN

    Odyssey Logistics & Technology

    WIN by Centerboard is an affordable, web-based transportation management system that gives shippers total control of their North American shipping operations. Eliminate the tangle of phone calls, emails and disparate websites that currently complicate your shipping processes. View carrier rates, book shipments and track orders – in the office or remote. WIN by Centerboard’s transparent, real-time data gives the entire supply chain access to a single point of truth on how to move goods in the fastest, most cost-effective way. The world’s leading companies count on Odyssey to strategically manage their logistics operations, from the routine to the most complex and challenging, regardless of cargo size, class or destination. From network optimization that organizes data into actionable cost efficiencies, to control tower implementations that provide greater control and visibility, Odyssey’s Door-to-Done® solutions help you navigate the ever-changing logistics landscape.
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    Snorkel-TX

    Snorkel-TX

    Odyssey Technologies

    With increasing frequency of identity thefts, the need for reliable identity management, secure channels of communication, and robust access control mechanisms is urgent, not only for protecting your business but also for sowing confidence among your customers. Implementing Odyssey’s transaction security solutions will help you build customer confidence as well as keep you ahead of your competition, when it comes to implementing security. Odyssey Snorkel provides comprehensive security coverage for a wide range of business applications used in core banking, Internet banking, manufacturing, dealer management, vendor management, SRMs, CRMs, shopping carts, payment gateways, etc. In fact, it can be deployed for protecting all types of web applications regardless of hardware platform, software platform, or functionality and vendor.
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    ChatOdyssey

    ChatOdyssey

    ChatOdyssey

    ChatOdyssey is an AI-powered virtual phone service that functions as your personal AI phone carrier. It gives users a cloud-based phone number that can manage calls and messages without a physical SIM card. With a built-in AI assistant, ChatOdyssey answers calls 24/7, takes detailed messages, and provides smart summaries. Users can make and receive calls and texts across more than 60 international destinations with high-quality connections. The platform offers U.S., Canadian, and UK numbers, including local and toll-free options for professional credibility. Strong privacy features ensure your real phone number stays completely hidden. ChatOdyssey works seamlessly across phones, tablets, and computers for truly flexible communication.
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    Odyssey POS
    Odyssey Point of Sale is fast, intuitive and build for the modern business. With a simplistic design packed with features, you and your staff can be up and running in no time! Odyssey Point of Sale can work in almost any environment. With systems installed across industries, our Point of Sale has evolved to meet the needs of all businesses. Our prices are very reasonable and structured to get small to medium size businesses up and running without breaking the bank. Affordable with no compromise on value or quality! With a dedicated dealer network and a central call center you’ll never be left in the dark when and if support is required. We pride ourselves in providing great service. Create multiple sizes and colors for almost anything. Receive and distribute stock to these items with ease.
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    Veo 3.1

    Veo 3.1

    Google

    Veo 3.1 builds on the capabilities of the previous model to enable longer and more versatile AI-generated videos. With this version, users can create multi-shot clips guided by multiple prompts, generate sequences from three reference images, and use frames in video workflows that transition between a start and end image, both with native, synchronized audio. The scene extension feature allows extension of a final second of a clip by up to a full minute of newly generated visuals and sound. Veo 3.1 supports editing of lighting and shadow parameters to improve realism and scene consistency, and offers advanced object removal that reconstructs backgrounds to remove unwanted items from generated footage. These enhancements make Veo 3.1 sharper in prompt-adherence, more cinematic in presentation, and broader in scale compared to shorter-clip models. Developers can access Veo 3.1 via the Gemini API or through the tool Flow, targeting professional video workflows.
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    Sora

    Sora

    OpenAI

    Sora is an AI model that can create realistic and imaginative scenes from text instructions. We’re teaching AI to understand and simulate the physical world in motion, with the goal of training models that help people solve problems that require real-world interaction. Introducing Sora, our text-to-video model. Sora can generate videos up to a minute long while maintaining visual quality and adherence to the user’s prompt. Sora is able to generate complex scenes with multiple characters, specific types of motion, and accurate details of the subject and background. The model understands not only what the user has asked for in the prompt, but also how those things exist in the physical world.
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    Odyssey Digital Automation Platform
    Odyssey is a powerful, code-free automation platform that effortlessly connects people, applications and information - empowering your organization today and into the future. Connect all your devices, applications and departments without frustrating complexities. Say goodbye to unreliable ad hoc connections, the Odyssey Platform allows you to create collaboration pathways you can feel confident in – lowering your risk, automating your workflow and empowering your team. Our no-code configuration approach enables anyone, regardless of IT skill to automate. Wizard driven workflows move processes along in a faster, more cost-effective way.
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    Marey

    Marey

    Moonvalley

    Marey is Moonvalley’s foundational AI video model engineered for world-class cinematography, offering filmmakers precision, consistency, and fidelity across every frame. It is the first commercially safe video model, trained exclusively on licensed, high-resolution footage to eliminate legal gray areas and safeguard intellectual property. Designed in collaboration with AI researchers and professional directors, Marey mirrors real production workflows to deliver production-grade output free of visual noise and ready for final delivery. Its creative control suite includes Camera Control, transforming 2D scenes into manipulable 3D environments for cinematic moves; Motion Transfer, applying timing and energy from reference clips to new subjects; Trajectory Control, drawing exact paths for object movement without prompts or rerolls; Keyframing, generating smooth transitions between reference images on a timeline; Reference, defining appearance and interaction of individual elements.
    Starting Price: $14.99 per month
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    Odyssey

    Odyssey

    Odyssey

    Run, build, and share AI-powered workflows. Odyssey's workflows are the easiest way to get started with AI. For each workflow, we've put together a useful overview of each component so you can remix and create your own workflows using the same basic concepts.
    Starting Price: $12 per month
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    Decart Mirage

    Decart Mirage

    Decart Mirage

    Mirage is the world’s first real‑time, autoregressive video‑to‑video transformation model that instantly turns any live video, game, or camera feed into a new digital world without pre‑rendering. Powered by Live‑Stream Diffusion (LSD) technology, it processes inputs at 24 FPS with under 40 ms latency, ensuring smooth, continuous transformations while preserving motion and structure. Mirage supports universal input, webcams, gameplay, movies, and live streams, and applies text‑prompted style changes on the fly. Its advanced history‑augmentation mechanism maintains temporal coherence across frames, avoiding the glitches common in diffusion‑only approaches. GPU‑accelerated custom CUDA kernels deliver up to 16× faster performance than traditional methods, enabling infinite streaming without interruption. It offers real‑time mobile and desktop previews, seamless integration with any video source, and flexible deployment.
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    Ray3.14

    Ray3.14

    Luma AI

    Ray3.14 is Luma AI’s most advanced generative video model, designed to deliver high-quality, production-ready video with native 1080p output while significantly improving speed, cost, and stability. It generates video up to four times faster and at roughly one-third the cost of its predecessor, offering better adherence to prompts and improved motion consistency across frames. The model natively supports 1080p across core workflows such as text-to-video, image-to-video, and video-to-video, eliminating the need for post-upscaling and making outputs suitable for broadcast, streaming, and digital delivery. Ray3.14 enhances temporal motion fidelity and visual stability, especially for animation and complex scenes, addressing artifacts like flicker and drift and enabling creative teams to iterate more quickly under real production timelines. It extends the reasoning-based video generation foundation of the earlier Ray3 model.
    Starting Price: $7.99 per month
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    CoachMyVideo

    CoachMyVideo

    CoachMyVideo

    Anytime, anywhere video analysis solution for coaches. Real-time video-instructions. Instantly review and analyze videos in slow-motion. Frame-by-frame control, slow-mo​, zoom, draw lines, get angles, etc. Capture the perfect image from your video, share in full HD resolution. Pause between recording video clips; even retake before merging into a single video before saving the last clip! Lossless zoom and ultra-zoom on the newer devices. Video capture in HD or lower resolution to save storage space, or in high bit rate iFrame modes for more responsive playback/video scrubbing or other video editing apps. Frame-by-frame & slow-motion video analysis at all frame-rates (FPS). Remote control for easy access to the camera or for film-room playback.
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    Ray3

    Ray3

    Luma AI

    Ray3 is an advanced video generation model by Luma Labs, built to help creators tell richer visual stories with pro-level fidelity. It introduces native 16-bit High Dynamic Range (HDR) video generations, enabling more vibrant color, deeper contrasts, and overall pro studio pipelines. The model incorporates sophisticated physics and improved consistency (motion, anatomy, lighting, reflections), supports visual controls, and has a draft mode that lets you explore ideas quickly before up-rendering selected pieces into high-fidelity 4K HDR output. Ray3 can interpret prompts with nuance, reason about intent, self-evaluate early drafts, and adjust to satisfy the articulation of scene and motion more accurately. Other features include support for keyframes, loop and extend functions, upscaling, and export of frames for seamless integration into professional workflows.
    Starting Price: $9.99 per month
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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
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    HunyuanOCR

    HunyuanOCR

    Tencent

    Tencent Hunyuan is a large-scale, multimodal AI model family developed by Tencent that spans text, image, video, and 3D modalities, designed for general-purpose AI tasks like content generation, visual reasoning, and business automation. Its model lineup includes variants optimized for natural language understanding, multimodal vision-language comprehension (e.g., image & video understanding), text-to-image creation, video generation, and 3D content generation. Hunyuan models leverage a mixture-of-experts architecture and other innovations (like hybrid “mamba-transformer” designs) to deliver strong performance on reasoning, long-context understanding, cross-modal tasks, and efficient inference. For example, the vision-language model Hunyuan-Vision-1.5 supports “thinking-on-image”, enabling deep multimodal understanding and reasoning on images, video frames, diagrams, or spatial data.
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    Vidverto

    Vidverto

    Vidverto

    Vidverto is a game-changing video platform that offers a universal in-stream unit to generate new inventory in the site content. We unlock your site content for in-stream video advertisements. Site content is one of the most viewable parts of a site with high user interaction. Vidverto is a video technology that unlocks native content for generating video in-stream advertisement. Video is one of the most powerful tools to meet consumers with products and services Content is the most viewable and user interacted part of site to show video advertisement. Vidverto – we meet media content with in stream video demand. Vidverto unlocks the possibility to monetize publishers’ site content with the in-stream video unit. Now, you can add one unit into the content to start monetizing your news site or articles with In-Stream Advertisement. Video is one of the most powerful tools to meet consumers with products and services.
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    Kling 3.0

    Kling 3.0

    Kuaishou Technology

    Kling 3.0 is an advanced AI video generation model built to produce cinematic-quality videos from text and image prompts. It delivers smoother motion, sharper visuals, and improved physical realism for more lifelike scenes. The model maintains strong character consistency, ensuring stable appearances and controlled facial expressions throughout a video. Enhanced prompt comprehension allows creators to design complex scenes with dynamic camera angles and fluid transitions. Kling 3.0 supports high-resolution outputs that meet professional content standards. Faster rendering speeds help teams reduce production timelines significantly. The platform enables high-quality video creation without relying on traditional filming or expensive production tools.
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    Seaweed

    Seaweed

    ByteDance

    Seaweed is a foundational AI model for video generation developed by ByteDance. It utilizes a diffusion transformer architecture with approximately 7 billion parameters, trained on a compute equivalent to 1,000 H100 GPUs. Seaweed learns world representations from vast multi-modal data, including video, image, and text, enabling it to create videos of various resolutions, aspect ratios, and durations from text descriptions. It excels at generating lifelike human characters exhibiting diverse actions, gestures, and emotions, as well as a wide variety of landscapes with intricate detail and dynamic composition. Seaweed offers enhanced controls, allowing users to generate videos from images by providing an initial frame to guide consistent motion and style throughout the video. It can also condition on both the first and last frames to create transition videos, and be fine-tuned to generate videos based on reference images.
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    Magma

    Magma

    Microsoft

    Magma is a cutting-edge multimodal foundation model developed by Microsoft, designed to understand and act in both digital and physical environments. The model excels at interpreting visual and textual inputs, allowing it to perform tasks such as interacting with user interfaces or manipulating real-world objects. Magma builds on the foundation models paradigm by leveraging diverse datasets to improve its ability to generalize to new tasks and environments. It represents a significant leap toward developing AI agents capable of handling a broad range of general-purpose tasks, bridging the gap between digital and physical actions.
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    Synthetik Studio Artist

    Synthetik Studio Artist

    Synthetik Software

    Automatically turn photos into paintings. Studio Artist uses artificial intelligence to automatically paint, draw and rotoscope. Studio Artist examines a source image or video and then re-renders from scratch in the style you choose either automatically or interactively with just Two Easy Steps: Pick a Preset and Press Action Create photos to oil paintings, watercolors, abstract paintings, sketches and more. Studio Artist can paint (rotoscope) video frame-by-frame automatically. Design a series of paint and image processing operations on one frame and then let Studio Artist generate a hand-painted and/or image processed video sequence automatically. Completely resolution independent. Use a low-res source video and output a rotoscoped version to any resolution even larger than 4K!
    Starting Price: $199 one-time payment
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    SEELE AI

    SEELE AI

    SEELE AI

    SEELE AI is an end-to-end multimodal platform that transforms simple text prompts into immersive, interactive 3D game worlds, enabling users to generate environments, assets, characters, and interactions, then remix and evolve them dynamically. It supports real-time asset generation, spatial generation, and infinite remixing of game content; users can build natural scenery, parkour, or racing game levels, and interactive spaces simply by describing them. Backed by cutting-edge models (including those from Baidu), it aims to reduce traditional 3D game development complexity, giving creators the ability to rapidly prototype and explore virtual worlds without needing deep technical expertise. SEELE’s core features include text-to-3D generation, infinite remixing, interactive world editing, and the generation of game content that is playable and modifiable.
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    Veo 3.1 Fast
    Veo 3.1 Fast is Google’s upgraded video-generation model, released in paid preview within the Gemini API alongside Veo 3.1. It enables developers to create cinematic, high-quality videos from text prompts or reference images at a much faster processing speed. The model introduces native audio generation with natural dialogue, ambient sound, and synchronized effects for lifelike storytelling. Veo 3.1 Fast also supports advanced controls such as “Ingredients to Video,” allowing up to three reference images, “Scene Extension” for longer sequences, and “First and Last Frame” transitions for seamless shot continuity. Built for efficiency and realism, it delivers improved image-to-video quality and character consistency across multiple scenes. With direct integration into Google AI Studio and Vertex AI, Veo 3.1 Fast empowers developers to bring creative video concepts to life in record time.
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    GPT-5.3-Codex
    GPT-5.3-Codex is OpenAI’s most advanced agentic coding model, designed to handle complex professional work on a computer. It combines frontier-level coding performance with advanced reasoning and real-world task execution. The model is faster than previous Codex versions and can manage long-running tasks involving research, tools, and deployment. GPT-5.3-Codex supports real-time interaction, allowing users to steer progress without losing context. It excels at software engineering, web development, and terminal-based workflows. Beyond code generation, it assists with debugging, documentation, testing, and analysis. GPT-5.3-Codex acts as an interactive collaborator rather than a single-turn coding tool.
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    Gemini Live API
    ​The Gemini Live API is a preview feature that enables low-latency, bidirectional voice and video interactions with Gemini. It allows end users to experience natural, human-like voice conversations and provides the ability to interrupt the model's responses using voice commands. The model can process text, audio, and video input, and it can provide text and audio output. New capabilities include two new voices and 30 new languages with configurable output language, configurable image resolutions (66/256 tokens), configurable turn coverage (send all inputs all the time or only when the user is speaking), configurable interruption settings, configurable voice activity detection, new client events for end-of-turn signaling, token counts, a client event for signaling the end of stream, text streaming, configurable session resumption with session data stored on the server for 24 hours, and longer session support with a sliding context window.
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    PySpark

    PySpark

    PySpark

    PySpark is an interface for Apache Spark in Python. It not only allows you to write Spark applications using Python APIs, but also provides the PySpark shell for interactively analyzing your data in a distributed environment. PySpark supports most of Spark’s features such as Spark SQL, DataFrame, Streaming, MLlib (Machine Learning) and Spark Core. Spark SQL is a Spark module for structured data processing. It provides a programming abstraction called DataFrame and can also act as distributed SQL query engine. Running on top of Spark, the streaming feature in Apache Spark enables powerful interactive and analytical applications across both streaming and historical data, while inheriting Spark’s ease of use and fault tolerance characteristics.
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    V1 Golf App

    V1 Golf App

    V1 Sports

    The free V1 Golf swing analysis and video lesson app empowers golfers to be their best. Capture and review your swings with powerful analysis and playback tools. Send videos to your instructor and receive voice-over video lessons. Connect with one of thousands of instructors who teach with V1 Sports. Playback in slow motion and frame-by-frame. Flip videos to show right or left handed view. Send and receive video lessons with your V1 coach. Share videos on social media and via email. Receive video lessons and playback anywhere, anytime. Connect with one of thousands of V1 Pro instructors. Compare two videos in slow motion and frame-by-frame. Overlay two videos for more precise comparison.
    Starting Price: $6.99 per month
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    Veo 2

    Veo 2

    Google

    Veo 2 is a state-of-the-art video generation model. Veo creates videos with realistic motion and high quality output, up to 4K. Explore different styles and find your own with extensive camera controls. Veo 2 is able to faithfully follow simple and complex instructions, and convincingly simulates real-world physics as well as a wide range of visual styles. Significantly improves over other AI video models in terms of detail, realism, and artifact reduction. Veo represents motion to a high degree of accuracy, thanks to its understanding of physics and its ability to follow detailed instructions. Interprets instructions precisely to create a wide range of shot styles, angles, movements – and combinations of all of these.
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    Seed2.0 Pro

    Seed2.0 Pro

    ByteDance

    Seed2.0 Pro is an advanced general-purpose agent model designed for large-scale production environments and complex real-world tasks. It focuses on long-chain inference capabilities and stability, making it ideal for handling multi-step workflows and intricate business applications. As part of the Seed 2.0 model series, it delivers major upgrades in multimodal understanding, including visual reasoning, motion perception, and instruction-following accuracy. The model demonstrates state-of-the-art performance across leading benchmarks in mathematics, science, coding, and visual reasoning. Seed2.0 Pro excels at interactive visual applications, such as recreating webpages from a single image and generating runnable front-end code with animations. It also supports professional workflows like CAD modeling, biotechnology research assistance, and structured data extraction from complex charts.
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    Seedance 1.5 pro
    Seedance 1.5 Pro is a next-generation AI audio-video generation model developed by ByteDance’s Seed research team that produces native, synchronized video and sound in a single unified pass from text prompts and image or visual inputs, eliminating the traditional need to create visuals first and add audio later. It features joint audio-visual generation with highly accurate lip-sync and motion alignment, supporting multilingual audio and spatial sound effects that match the visuals for immersive storytelling and dialogue, and it maintains visual consistency and cinematic motion across multi-shot sequences including camera moves and narrative continuity. Able to generate short clips (typically 4–12 seconds) in up to 1080p quality with expressive motion, stable aesthetics, and optional first- and last-frame control, the model works for both text-to-video and image-to-video workflows so creators can animate static images or build full cinematic sequences with coherent narrative flow.
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    VideoPoet
    VideoPoet is a simple modeling method that can convert any autoregressive language model or large language model (LLM) into a high-quality video generator. It contains a few simple components. An autoregressive language model learns across video, image, audio, and text modalities to autoregressively predict the next video or audio token in the sequence. A mixture of multimodal generative learning objectives are introduced into the LLM training framework, including text-to-video, text-to-image, image-to-video, video frame continuation, video inpainting and outpainting, video stylization, and video-to-audio. Furthermore, such tasks can be composed together for additional zero-shot capabilities. This simple recipe shows that language models can synthesize and edit videos with a high degree of temporal consistency.
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    Molmo 2
    Molmo 2 is a new suite of state-of-the-art open vision-language models with fully open weights, training data, and training code that extends the original Molmo family’s grounded image understanding to video and multi-image inputs, enabling advanced video understanding, pointing, tracking, dense captioning, and question-answering capabilities; all with strong spatial and temporal reasoning across frames. Molmo 2 includes three variants: an 8 billion-parameter model optimized for overall video grounding and QA, a 4 billion-parameter version designed for efficiency, and a 7 billion-parameter Olmo-backed model offering a fully open end-to-end architecture including the underlying language model. These models outperform earlier Molmo versions on core benchmarks and set new open-model high-water marks for image and video understanding tasks, often competing with substantially larger proprietary systems while training on a fraction of the data used by comparable closed models.
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    Gemini 3 Flash
    Gemini 3 Flash is Google’s latest AI model built to deliver frontier intelligence with exceptional speed and efficiency. It combines Pro-level reasoning with Flash-level latency, making advanced AI more accessible and affordable. The model excels in complex reasoning, multimodal understanding, and agentic workflows while using fewer tokens for everyday tasks. Gemini 3 Flash is designed to scale across consumer apps, developer tools, and enterprise platforms. It supports rapid coding, data analysis, video understanding, and interactive application development. By balancing performance, cost, and speed, Gemini 3 Flash redefines what fast AI can achieve.
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    Goku

    Goku

    ByteDance

    The Goku AI model, developed by ByteDance, is an open source advanced artificial intelligence system designed to generate high-quality video content based on given prompts. It utilizes deep learning techniques to create stunning visuals and animations, particularly focused on producing realistic, character-driven scenes. By leveraging state-of-the-art models and a vast dataset, Goku AI allows users to create custom video clips with incredible accuracy, transforming text-based input into compelling and immersive visual experiences. The model is particularly adept at producing dynamic characters, especially in the context of popular anime and action scenes, offering creators a unique tool for video production and digital content creation.
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    NPAW

    NPAW

    NPAW

    NPAW is the global leader in holistic, end-to-end video intelligence solutions for streaming services. Marked by continued growth and increased competition, 2021 was a year of both consolidation and change for the video streaming industry. In this report, we look into the main trends affecting the video ecosystem and analyze their impact from a user engagement and streaming quality perspective. Understand your user’s content preferences and take steps to source more attractive, relevant content to your audience. Create sharper marketing campaigns by understanding the user’s content interests. Know exactly when and where you should promote new content. Generate fair, transparent business models with your content partners. Create payments based on content consumption analytics.
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    HunyuanWorld
    HunyuanWorld-1.0 is an open source AI framework and generative model developed by Tencent Hunyuan that creates immersive, explorable, and interactive 3D worlds from text prompts or image inputs by combining the strengths of 2D and 3D generation techniques into a unified pipeline. At its core, the project features a semantically layered 3D mesh representation that uses 360° panoramic world proxies to decompose and reconstruct scenes with geometric consistency and semantic awareness, enabling the creation of diverse, coherent environments that can be navigated and interacted with. Unlike traditional 3D generation methods that struggle with either limited diversity or inefficient data representations, HunyuanWorld-1.0 integrates panoramic proxy generation, hierarchical 3D reconstruction, and semantic layering to balance high visual quality and structural integrity while enabling exportable meshes compatible with common graphics workflows.
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    Seed1.8

    Seed1.8

    ByteDance

    Seed1.8 is ByteDance’s latest generalized agentic AI model designed to bridge understanding and real-world action by combining multimodal perception, agent-like task execution, and wide-ranging reasoning capabilities into a single foundation model that goes beyond simple language generation. It supports multimodal inputs, including text, images, and video, processes very large context windows (hundreds of thousands of tokens at once), and is optimized to handle complex workflows in real environments, such as information retrieval, code generation, GUI interaction, and multi-step decision logic, with efficient, accurate responses suitable for real-world applications. Seed1.8 unifies skills such as search, code understanding, visual context interpretation, and autonomous reasoning so developers and AI systems can build interactive agents and next-generation workflows capable of synthesizing evidence, following instructions deeply, and acting on tasks like automation.
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    Enterprise Justice

    Enterprise Justice

    Tyler Technologies

    Enterprise Justice Software powered by Odyssey. Courts and justice agencies in seven countries and 28 U.S. states, serving more than 100 million citizens, use Tyler products. We have a proven history of rapid implementation and a client base with a track record of successful innovation to expand access to justice, empower legal professionals with helpful tools, and facilitate collaboration across justice partners. Enterprise Justice’s Court Solutions are anchored by Enterprise Case Manager – the leader in court software serving more than 24 states, including 14 statewide implementations in the United States – offering robust solutions for judges, clerks and attorneys, as well as the public. Enterprise Justice connects with our justice partners in law enforcement, corrections, and supervision for an end-to-end criminal justice solution from dispatch through disposition.
    Starting Price: $25 one-time payment
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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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    Codestral

    Codestral

    Mistral AI

    We introduce Codestral, our first-ever code model. Codestral is an open-weight generative AI model explicitly designed for code generation tasks. It helps developers write and interact with code through a shared instruction and completion API endpoint. As it masters code and English, it can be used to design advanced AI applications for software developers. Codestral is trained on a diverse dataset of 80+ programming languages, including the most popular ones, such as Python, Java, C, C++, JavaScript, and Bash. It also performs well on more specific ones like Swift and Fortran. This broad language base ensures Codestral can assist developers in various coding environments and projects.
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    gpt-4o-mini Realtime
    The gpt-4o-mini-realtime-preview model is a compact, lower-cost, realtime variant of GPT-4o designed to power speech and text interactions with low latency. It supports both text and audio inputs and outputs, enabling “speech in, speech out” conversational experiences via a persistent WebSocket or WebRTC connection. Unlike larger GPT-4o models, it currently does not support image or structured output modalities, focusing strictly on real-time voice/text use cases. Developers can open a real-time session via the /realtime/sessions endpoint to obtain an ephemeral key, then stream user audio (or text) and receive responses in real time over the same connection. The model is part of the early preview family (version 2024-12-17), intended primarily for testing and feedback rather than full production loads. Usage is subject to rate limits and may evolve during the preview period. Because it is multimodal in audio/text only, it enables use cases such as conversational voice agents.
    Starting Price: $0.60 per input
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    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.