Alternatives to SAM 3D
Compare SAM 3D alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to SAM 3D in 2026. Compare features, ratings, user reviews, pricing, and more from SAM 3D competitors and alternatives in order to make an informed decision for your business.
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1
Gemini Omni Flash
Google
Gemini Omni is Google’s new model family where Gemini’s ability to reason meets the ability to create, starting with video. The first model in the family, Gemini Omni Flash, can create anything from any input by combining images, audio, video, and text as input, then generating high-quality videos grounded in Gemini’s real-world knowledge. It gives users an easier way to edit video through conversation, where every instruction builds on the last, characters stay consistent, physics hold up, and the scene remembers what came before. Users can transform specific details or entire worlds, reimagine action, add new characters or objects, change environments, adjust camera angles, refine styles, and build multi-turn edits without losing the thread of the original scene. Gemini Omni is designed to bridge photorealism and meaningful storytelling by reasoning about what should happen next, using an intuitive understanding of forces like gravity, kinetic energy, and fluid dynamics. -
2
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. -
3
Seed3D
ByteDance
Seed3D 1.0 is a foundation-model pipeline that takes a single input image and generates a simulation-ready 3D asset, including closed manifold geometry, UV-mapped textures, and physically-based rendering material maps, designed for immediate integration into physics engines and embodied-AI simulators. It uses a hybrid architecture combining a 3D variational autoencoder for latent geometry encoding, and a diffusion-transformer stack to generate detailed 3D shapes, followed by multi-view texture synthesis, PBR material estimation, and UV texture completion. The geometry branch produces watertight meshes with fine structural details (e.g., thin protrusions, holes, text), while the texture/material branch yields multi-view consistent albedo, metallic, and roughness maps at high resolution, enabling realistic appearance under varied lighting. Assets generated by Seed3D 1.0 require minimal cleanup or manual tuning. -
4
WorldClaw
Tencent
WorldClaw is a fully agentic, coarse-to-fine framework for generating large-scale, freely explorable, and editable 3D open worlds from open-ended text prompts. Rather than synthesizing an entire world in a single pass, it follows a global-to-regional construction strategy that maintains coherent spatial organization while adding rich local detail. Planning agents first translate a prompt into a structured scene specification covering regions, terrain, assets, materials, visual style, and spatial relationships. It builds a globally coherent terrain foundation using semantic layouts, reusable assets, generative or procedural materials, and region-aware height fields. For regions requiring greater detail, WorldClaw creates terrain-conditioned compositions, reconstructs editable textured meshes, and recovers their placement within the scene. Render-based agents further refine terrain geometry, objects, appearance, arrangements, and contacts with the environment.Starting Price: Free -
5
ReconstructMe
ReconstructMe
ReconstructMe’s usage concept is similar to that of an ordinary video camera – simply move around the object to be modelled in 3D. Scanning with ReconstructMe scales from smaller objects such as human faces up to entire rooms and runs on commodity computer hardware. Read more about its features. Integrate ReconstructMe into your application using our powerful SDK. ReconstructMe’s usage concept is similar to that of an ordinary video camera – simply move around the object to be captured. However, instead of a video stream you get a complete 3d model in real-time. Read about our hardware requirements. Modelling with ReconstructMe scales from smaller objects such as human faces up to entire rooms. ReconstructMe is capable of capturing and processing the color information of the object being scanned, as long as the sensor provides the necessary color stream.Starting Price: $279 one-time payment -
6
V2Fun
V2Fun
V2Fun is an all-in-one, browser-based AI 3D creation platform that turns text prompts, reference images, and ordinary videos into production-ready 3D models and animations. Users can generate structurally accurate, perspective-correct concept images, create high-fidelity assets from text or single- and multi-view images, and use built-in prompt optimization to enrich inputs with spatial perspective, PBR materials, and fine texture parameters. Its image-to-3D and text-to-3D engines preserve artistic style, character traits, structural detail, and natural lighting while supporting rapid iteration for characters, scenes, game assets, industrial models, and 3D-printable objects. Smart retopology automatically produces clean, lightweight, editable quad meshes without sacrificing surface detail, while the AI texture generator creates or swaps complete PBR material sets with accurate lighting, bump, gloss, and roughness information. -
7
Atlas by World Labs
World Labs
Atlas is a next-generation omni world model for spatial intelligence that natively operates on text, images, video, and 3D. Built as a multimodal autoregressive diffusion transformer, it combines inputs into a shared spatial context and generates what comes next while staying consistent in 3D with everything it has seen and imagining what lies beyond it. Atlas supports world generation, reconstruction, and simulation across a broad range of tasks. It can generate images and videos from one or more reference images with pixel-perfect camera control, producing long, coherent videos with manually designed camera paths. For spatial reconstruction, Atlas can recreate real-world scenes from sparse input images, generate novel views, and produce explicit 3D outputs such as point clouds and 3D Gaussian splats. More input views provide additional context, allowing the model to reduce imagination and create increasingly faithful reconstructions. Atlas also models how worlds evolve over time. -
8
Imverse LiveMaker
Imverse
Use LiveMaker™ to make photorealistic 3D scenes for virtual reality experiences, volumetric videos, movie previsualization, video games, immersive training, virtual showrooms, and much more! LiveMaker™ is the first software that enables you to build 3D models from inside of virtual reality. It’s easy to use, and requires no special programming skills. Using proprietary voxel technology, LiveMaker™ lets you import 360° photos and reconstruct their geometry, retexture occlusions, create new objects, and relight the entire scene. It also allows you to import and integrate external media and assets, static or dynamic, low or high quality, so you can design your virtual scene without limitations. You can use LiveMaker™ to create complete environments or for quick visual prototyping, and the 3D models created with LiveMaker™ can be easily exported and used in other tools depending on your needs and workflow. -
9
Qwen-Image
Alibaba
Qwen-Image is a multimodal diffusion transformer (MMDiT) foundation model offering state-of-the-art image generation, text rendering, editing, and understanding. It excels at complex text integration, seamlessly embedding alphabetic and logographic scripts into visuals with typographic fidelity, and supports diverse artistic styles from photorealism to impressionism, anime, and minimalist design. Beyond creation, it enables advanced image editing operations such as style transfer, object insertion or removal, detail enhancement, in-image text editing, and human pose manipulation through intuitive prompts. Its built-in vision understanding tasks, including object detection, semantic segmentation, depth and edge estimation, novel view synthesis, and super-resolution, extend its capabilities into intelligent visual comprehension. Qwen-Image is accessible via popular libraries like Hugging Face Diffusers and integrates prompt-enhancement tools for multilingual support.Starting Price: Free -
10
alwaysAI
alwaysAI
alwaysAI provides developers with a simple and flexible way to build, train, and deploy computer vision applications to a wide variety of IoT devices. Select from a catalog of deep learning models or upload your own. Use our flexible and customizable APIs to quickly enable core computer vision services. Quickly prototype, test and iterate with a variety of camera-enabled ARM-32, ARM-64 and x86 devices. Identify objects in an image by name or classification. Identify and count objects appearing in a real-time video feed. Follow the same object across a series of frames. Find faces or full bodies in a scene to count or track. Locate and define borders around separate objects. Separate key objects in an image from background visuals. Determine human body poses, fall detection, emotions. Use our model training toolkit to train an object detection model to identify virtually any object. Create a model tailored to your specific use-case. -
11
SeedEdit 3.0
ByteDance
SeedEdit is a generative AI image editing model from ByteDance’s Seed team that enables text-guided, high-quality image modification by applying natural language instructions to change specific parts of an image while maintaining consistency in the rest of the scene. Built on advanced diffusion and multimodal learning techniques, later versions like SeedEdit 3.0 improve on earlier releases with enhanced fidelity, accurate instruction following, and the ability to edit at high resolution (including up to 4K outputs) while preserving original subjects, backgrounds, and fine visual details. It supports common edit tasks such as portrait retouching, background replacement, object removal, lighting and perspective changes, and stylistic transformations without manual masking or tools, and achieves higher usability and visual quality than previous models by balancing between reconstruction and regeneration of images. -
12
OmniHuman-1
ByteDance
OmniHuman-1 is a cutting-edge AI framework developed by ByteDance that generates realistic human videos from a single image and motion signals, such as audio or video. The platform utilizes multimodal motion conditioning to create lifelike avatars with accurate gestures, lip-syncing, and expressions that align with speech or music. OmniHuman-1 can work with a range of inputs, including portraits, half-body, and full-body images, and is capable of producing high-quality video content even from weak signals like audio-only input. The model's versatility extends beyond human figures, enabling the animation of cartoons, animals, and even objects, making it suitable for various creative applications like virtual influencers, education, and entertainment. OmniHuman-1 offers a revolutionary way to bring static images to life, with realistic results across different video formats and aspect ratios. -
13
3D House Planner
3D House Planner
3D House Planner is the professional home design web application that allows you to design houses and apartments. No installation required. It is accessible through your browser. 3D House Planner is absolutely free for all. You can import or export 3d models for personal or commercial purposes. There are countless possibilities. Browse our catalog and select from thousands of objects to furnish and decorate the interior and exterior of your home with furnitures, decorative accessories, electric devices, and household appliances. We have also a texture Library with a wide range of high quality textures. Most textures contain albedo, normal, ambient occlusion, metalness and roughness maps. Apart from home design, you can import your own 3d object, change appearance, position of objects, make videos, take snapshots, etc.Starting Price: Free -
14
Parallel Domain Replica Sim
Parallel Domain
Parallel Domain Replica Sim enables the creation of high-fidelity, fully annotated, simulation-ready environments from users’ own captured data (photos, videos, scans). With PD Replica, you can generate near-pixel-perfect reconstructions of real-world scenes, transforming them into virtual environments that preserve visual detail and realism. PD Sim provides a Python API through which perception, machine learning, and autonomy teams can configure and run large-scale test scenarios and simulate sensor inputs (camera, lidar, radar, etc.) in either open- or closed-loop mode. These simulated sensor feeds come with full annotations, so developers can test their perception systems under a wide variety of conditions, lighting, weather, object configurations, and edge cases, without needing to collect real-world data for every scenario. -
15
Imagen 3
Google
Imagen 3 is the next evolution of Google's cutting-edge text-to-image AI generation technology. Building on the strengths of its predecessors, Imagen 3 offers significant advancements in image fidelity, resolution, and semantic alignment with user prompts. By employing enhanced diffusion models and more sophisticated natural language understanding, it can produce hyper-realistic, high-resolution images with intricate textures, vivid colors, and precise object interactions. Imagen 3 also introduces better handling of complex prompts, including abstract concepts and multi-object scenes, while reducing artifacts and improving coherence. With its powerful capabilities, Imagen 3 is poised to revolutionize creative industries, from advertising and design to gaming and entertainment, by providing artists, developers, and creators with an intuitive tool for visual storytelling and ideation. -
16
HunyuanWorld
Tencent
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.Starting Price: Free -
17
ZenCtrl
Fotographer AI
ZenCtrl is an open source AI image generation toolkit developed by Fotographer AI, designed to produce high-quality, multi-view, and diverse-scene outputs from a single image without any training. It enables precise regeneration of objects and subjects from any angle and background, offering real-time element regeneration that provides both stability and flexibility in creative workflows. ZenCtrl allows users to regenerate subjects from any angle, swap backgrounds or clothing with just a click, and start generating results immediately without the need for additional training. By leveraging advanced image processing techniques, it ensures high accuracy without the need for extensive training data. The model's architecture is composed of lightweight sub-models, each fine-tuned on task-specific data to excel at a single job, resulting in a lean system that delivers sharper, more controllable results.Starting Price: Free -
18
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. -
19
Mudbox
Autodesk
3D digital painting and sculpting software. Create beautiful characters and environments with Mudbox. Sculpt and paint highly detailed 3D geometry and textures. Mudbox® 3D digital sculpting and texture painting software gives you an intuitive, tactile toolset. Create highly detailed 3D characters and environments using an intuitive set of digital tools based on real sculpting techniques. Paint directly on your 3D assets across multiple channels. Add resolution to a mesh only in areas that need it with an artist-friendly, camera-based workflow. Create clean, production-quality meshes from scanned, imported, or sculpted data. Bake normal, displacement, and ambient occlusion maps. Get effective, brush-based workflows for polygons and textures. Bring assets from Maya into Mudbox to add detailed geometry. Send characters from Maya LT to Mudbox for sculpting and texturing. Then transfer your model back to Maya LT. Take your 3D assets and environments from first draft to final frame.Starting Price: $7 per month -
20
Hi3D
Math Magic
Hi3D is an AI-powered 3D generation platform that transforms images into high-quality, production-ready 3D models for creators, designers, engineers, and 3D printing professionals. Built on the Sparc3D × Ultra3D engine, the platform focuses on generating clean geometry, preserving sharp edges, reconstructing hidden surfaces, and delivering realistic textures suitable for professional workflows. Users can upload a single image or multiple views and generate detailed 3D assets with accurate structure, human-like realism, and high-resolution PBR textures. Hi3D supports a wide range of use cases including 3D printing, game design, animation, film production, architecture, sculpture, fashion, jewelry design, and product visualization. The platform includes specialized features such as AI texturing, 3D relief generation, multi-color model segmentation for 3D printing, portrait-focused 3D reconstruction, and de-lighted texture generation.Starting Price: Free -
21
NVIDIA Picasso
NVIDIA
NVIDIA Picasso is a cloud service for building generative AI–powered visual applications. Enterprises, software creators, and service providers can run inference on their models, train NVIDIA Edify foundation models on proprietary data, or start from pre-trained models to generate image, video, and 3D content from text prompts. Picasso service is fully optimized for GPUs and streamlines training, optimization, and inference on NVIDIA DGX Cloud. Organizations and developers can train NVIDIA’s Edify models on their proprietary data or get started with models pre-trained with our premier partners. Expert denoising network to generate photorealistic 4K images. Temporal layers and novel video denoiser generate high-fidelity videos with temporal consistency. A novel optimization framework for generating 3D objects and meshes with high-quality geometry. Cloud service for building and deploying generative AI-powered image, video, and 3D applications. -
22
OptiTrack Motive
OptiTrack
Motive + OptiTrack cameras deliver the best-performing real-time human and object tracking available today. Vastly improved skeletal tracking precision. Robust, accurate bone tracking, even during heavy occlusion of markers. “Solver” in human motion tracking terms refers to the programmatic process of estimating the pose (6 DoF) of each bone, deduced by the actually measured markers, at each frame of measurement. A precision solver, like that developed for Motive 3.0, accurately defines the skeleton movement of the tracked subject(s) which yields higher confidence and more nuanced performance capture for character animation. A robust solver will also perform precision marker labeling and skeletal tracking even when many markers are hidden from cameras or lost, providing more reliable tracking data and vastly reduced editing time across all applications. Motive processes OptiTrack camera data to deliver global 3D positions, marker IDs, and rotational data.Starting Price: $999 one-time payment -
23
Nano Banana 2.1
Google
Nano Banana 2.1 is Google's high-efficiency AI image generation and conversational editing model, released on October 6, 2026 as an update to Nano Banana 2. The model maintains Flash-level speed and cost efficiency while improving visual quality, text rendering, and consistency across multi-turn image editing workflows. It supports native image generation at 1K, 2K, and 4K resolutions with a wide selection of aspect ratios ranging from 1:8 to 8:1. Users can combine multiple reference images, with support for maintaining the resemblance of up to four characters and high-fidelity representation of up to 10 objects within a workflow. Nano Banana 2.1 can use Google Search and Google Image Search for grounding, allowing generated visuals to incorporate information and visual context retrieved from the web. The model also supports video-to-image generation and is available through the Gemini API under the gemini-nano-banana-2.1 model identifier. -
24
BodyPaint 3D
Maxon
Maxon's BodyPaint 3D is the ultimate tool for creating high-end textures and unique sculptures. Wave good-bye to UV seams, inaccurate texturing and constant back-and-forth switching to your 2D image editor. Say hello to hassle-free texturing that lets you quickly paint highly detailed textures directly on your 3D objects. BodyPaint 3D also offers a comprehensive set of sculpting tools that let you turn a simple object into a detailed work of art. When you use BodyPaint 3D to paint complete materials onto your 3D models, you’ll immediately see how the texture fits with the contour of the model, how the bump or displacement react to lighting, and how the transparency and reflection interact with the environment. There’s no need to waste time transitioning textures between environments, you’ll always see an accurate depiction of the texture so you can concentrate on making it look great.Starting Price: $22 per month -
25
Ultralytics
Ultralytics
Ultralytics offers a full-stack vision-AI platform built around its flagship YOLO model suite that enables teams to train, validate, and deploy computer-vision models with minimal friction. The platform allows you to drag and drop datasets, select from pre-built templates or fine-tune custom models, then export to a wide variety of formats for cloud, edge or mobile deployment. With support for tasks including object detection, instance segmentation, image classification, pose estimation and oriented bounding-box detection, Ultralytics’ models deliver high accuracy and efficiency and are optimized for both embedded devices and large-scale inference. The product also includes Ultralytics HUB, a web-based tool where users can upload their images/videos, train models online, preview results (even on a phone), collaborate with team members, and deploy via an inference API. -
26
Molmo
Ai2
Molmo is a family of open, state-of-the-art multimodal AI models developed by the Allen Institute for AI (Ai2). These models are designed to bridge the gap between open and proprietary systems, achieving competitive performance across a wide range of academic benchmarks and human evaluations. Unlike many existing multimodal models that rely heavily on synthetic data from proprietary systems, Molmo is trained entirely on open data, ensuring transparency and reproducibility. A key innovation in Molmo's development is the introduction of PixMo, a novel dataset comprising highly detailed image captions collected from human annotators using speech-based descriptions, as well as 2D pointing data that enables the models to answer questions using both natural language and non-verbal cues. This allows Molmo to interact with its environment in more nuanced ways, such as pointing to objects within images, thereby enhancing its applicability in fields like robotics and augmented reality. -
27
Gemini 2.5 Flash Image
Google
Gemini 2.5 Flash Image is Google’s latest state-of-the-art image generation and editing model, now accessible via the Gemini API, Google AI Studio’s build mode, and Gemini Enterprise Agent Platform. It enables powerful creative control by allowing users to blend multiple input images into a single visual, maintain consistent characters or products across edits for rich storytelling, and apply precise, natural-language-based–based transformations, such as removing objects, changing poses, adjusting colors, or altering backgrounds. The model is backed by Gemini’s deep world knowledge, enabling it to understand and reinterpret scenes or diagrams in context, which unlocks dynamic use cases like educational tutors or scene-aware editing assistants. Demonstrated through customizable template apps in AI Studio (including photo editors, multi-image fusers, and interactive tools), the model supports rapid prototyping and remixing via prompts or UI. -
28
Gemini 3 Pro Image
Google
Gemini Image Pro is a high-capability, multimodal image-generation and editing system that enables users to create, transform, and refine visuals through natural-language prompts or by combining multiple input images, with support for consistent character and object appearance across edits, precise local transformations (such as background blur, object removal, style transfers or pose changes), and native world-knowledge understanding to ensure context-aware outcomes. It supports multi-image fusion, merging several photo inputs into a cohesive new image, and emphasizes design workflow features such as template-based outputs, brand-asset consistency, and repeated character/person-style appearances across scenes. It includes digital watermarking to tag AI-generated imagery and is available through the Gemini API, Google AI Studio, and Gemini Enterprise Agent Platform. -
29
Symage
Symage
Symage is a synthetic data platform that generates custom, photorealistic image datasets with automated pixel-perfect labeling to support training and improving AI and computer vision models; using physics-based rendering and simulation rather than generative AI, it produces high-fidelity synthetic images that mirror real-world conditions and handle diverse scenarios, lighting, camera angles, object motion, and edge cases with controlled precision, which helps eliminate data bias, reduce manual labeling, and dramatically cut data preparation time by up to 90%. Designed to give teams the right data for model training rather than relying on limited real datasets, Symage lets users tailor environments and variables to match specific use cases, ensuring datasets are balanced, scalable, and accurately labeled at every pixel. It is built on decades of expertise in robotics, AI, machine learning, and simulation, offering a way to overcome data scarcity and boost model accuracy. -
30
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. -
31
Ideogram 4.0
Ideogram
Ideogram 4.0 is an open image model at the forefront of design, built for open weights, multilingual text, precise layout control, editable elements, and realistic 2K images. It is a state-of-the-art open-weight image model for developers and enterprises that want to build, fine-tune, and run visual intelligence on their own hardware. Ideogram 4.0 was trained with a describe-to-structure-to-recreate loop, first reading scenes, backgrounds, text, and objects as structured data, then learning to rebuild images from that representation. This approach is designed to help the model understand composition before recreating it, giving teams more control over layout, objects, typography, and visual structure. It is built for real design work, especially brand, advertising, fashion, marketing, food, apparel, social, photography, and illustration use cases. Ideogram has led on text rendering since launch, and 4.0 adds bounding-box layout control so headlines stay readable.Starting Price: Free -
32
SKY-001
Skyfall AI
SKY-001 is Skyfall AI’s announced engineering world model for generating structured visual design plans from prompts, reference images and spatial constraints. It decomposes engineered objects into assemblies and parts, then predicts sequences of sketches and 3D construction states for each component. The model is demonstrated on computer-aided design (CAD) tasks such as reconstructing mechanical assemblies and on building information modeling (BIM) tasks such as turning building outlines and briefs into floor-plan layouts. Its hierarchical workflow supports parallel exploration of candidate designs, refinement of component geometry and planning across multiple construction steps. Skyfall AI presents SKY-001 as research for design and engineering applications, with potential extensions to other physical-design domains. The product page directs interested users to join a waitlist for access when it becomes public. -
33
Z-Image
Z-Image
Z-Image is an open source image generation foundation model family developed by Alibaba’s Tongyi-MAI team that uses a Scalable Single-Stream Diffusion Transformer architecture to generate photorealistic and creative images from text prompts with only 6 billion parameters, making it more efficient than many larger models while still delivering competitive quality and instruction following. It includes multiple variants; Z-Image-Turbo, a distilled version optimized for ultra-fast inference with as few as eight function evaluations and sub-second generation on appropriate GPUs; Z-Image, the full foundation model suited for high-fidelity creative generation and fine-tuning; Z-Image-Omni-Base, a versatile base checkpoint for community-driven development; and Z-Image-Edit, tuned for image-to-image editing tasks with strong instruction adherence.Starting Price: Free -
34
ActiveCube
Virtalis
Professional interactive 3D visualization system, designed to transform how organizations build and engage. Wrap your teams in a human-scale virtual space where they effortlessly and naturally interact with the scenario and with each other. Thanks to the high-resolution 3D images that surround the user, the ActiveCube achieves a high level of immersion without the isolation of HMDs. Being able to see the real world helps to reduce nausea often experienced with HMDs. Get stronger insight and appreciation of your data reinforced by natural, real-time tracking and human-scale interaction with virtual and real-world objects. See other users, read body language and use other devices as you would normally for a more comfortable working environment. ActiveCubes can be configured to 2 or more walls with images that surround the user. Virtalis has the expertise necessary to design and deliver such complex systems seamlessly, as attested by satisfied Fortune 500 customers. -
35
Movmi
Movmi
Providing a high qualified tool for human body motion developers, Movmi provides a revolutionary solution for capturing humanoid motion from 2D media Data (Image, Video). Use media shots from any camera, starting from smartphones to professional cameras, through any lifestyle scene. Browses a collection of full-textured characters which are used in every purpose: cartoon, fantasy, and CG projects. Movmi Store Explores Full-Body Character animation of many poses and actions. You can use the animation on Any of Movmi characters. Movmi Store Contains a collection of 3D characters that are free of charge so the Motion Developers have the freedom to use them in their Development. It Explores a library of Full-Body Character animation of many poses and actions.Starting Price: Free -
36
Mocha Pro
Boris FX
Mocha Pro is the world renowned software for planar tracking, rotoscoping and object removal. Essential to visual effects and post-production workflows, Mocha has been recognized with prestigious Academy and Emmy Awards for contribution to the film and television industry. Mocha Pro has recently been used on global hits including The Mandalorian, Stranger Things, Avengers: Endgame, and many more. The next evolution of Mocha. PowerMesh enables a powerful new sub-planar tracking engine for VFX, roto and stabilization. Warped surface tracking and roto that sticks. Track complex organic surfaces through occlusions and blur using Mocha’s intuitive layer based interface. Simple to use and faster than most optical flow based techniques. Apply to source files for realistic match moves, convert to AE Nulls to drive motion graphics, render a mesh warped stabilize/reverse stabilize plate for compositing, or export dense tracking data to host applications.Starting Price: $27.75 per month -
37
MAI-Image-2
Microsoft AI
MAI-Image-2 is an advanced text-to-image model developed to enhance creative workflows with highly realistic and detailed visual outputs. It is ranked among the top three model families on the Arena.ai leaderboard, reflecting strong real-world performance. The model is designed in collaboration with creatives, including photographers and designers, to meet practical artistic needs. It delivers enhanced photorealism with accurate lighting, textures, and lifelike environments. MAI-Image-2 also improves in-image text generation, enabling users to create posters, infographics, and visual content with embedded typography. The model supports complex and imaginative scene creation, from cinematic visuals to abstract compositions. Available through platforms like MAI Playground, Copilot, and Bing Image Creator, it allows users to experiment and generate high-quality visuals. -
38
SeedEdit
ByteDance
SeedEdit is an advanced AI image-editing model developed by the ByteDance Seed team that enables users to revise an existing image using natural-language text prompts while preserving unedited regions with high fidelity. It accepts an input image plus a text description of the change (such as style conversion, object removal or replacement, background swap, lighting shift, or text change), and produces a seamlessly edited result that maintains structural integrity, resolution, and identity of the original content. The model leverages a diffusion-based architecture trained via a meta-information embedding pipeline and joint loss (combining diffusion and reward losses) to balance image reconstruction and re-generation, resulting in strong editing controllability, detail retention, and prompt adherence. The latest version (SeedEdit 3.0) supports high-resolution edits (up to 4 K), delivers fast inference (under ~10-15 seconds in many cases), and handles multi-round sequential edits. -
39
InstructGPT
OpenAI
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 -
40
Mistral OCR 3
Mistral AI
Mistral OCR 3 is the third-generation optical character recognition model from Mistral AI designed to achieve a new frontier in accuracy and efficiency for document processing by extracting text, embedded images, and structure from a wide range of documents with exceptional fidelity. It delivers breakthrough performance with a 74% overall win rate over the previous generation on forms, scanned documents, complex tables, and handwriting, outperforming both enterprise document processing solutions and AI-native OCR tools. OCR 3 supports output in clean text, Markdown, or structured JSON with HTML table reconstruction to preserve layout, enabling downstream systems and workflows to understand both content and structure. It powers the Document AI Playground in Mistral AI Studio for drag-and-drop parsing of PDFs and images and integrates via API for developers to automate document extraction workflows.Starting Price: $14.99 per month -
41
FindFace
NtechLab
NtechLab platform processes video and recognizes human faces, bodies and actions, as well as cars and plate numbers. AI-powered technology enables record breaking accuracy and high speed of recognition. The multi-object and analytical capabilities of FindFace Multi unlock new scenarios for responding challenges of public sector and business. FindFace Multi quickly and accurately recognizes faces, human bodies, cars, and license plate numbers in a live video stream or in a video archive. Searching for faces, bodies, and vehicles in a database or in an archive is available both by a photo sample and by specific features, for example, by age, clothes color, or vehicle model. NtechLab developers are constantly improving recognition algorithms, increasing their performance and accuracy. With FindFace Multi it takes less than a second to detect a face in a video stream, recognize it, and search for a match in a database with billions of images. -
42
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. -
43
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. -
44
Frost 3D Universal
Simmakers
Frost 3D software allows you to develop scientific models of permafrost thermal regimes under the thermal influence of pipelines, production wells, hydraulic constructions, etc., taking into account the thermal stabilization of the ground. The software package is based on ten years experience in the field of programming, computational geometry, numerical methods, 3D visualization, and parallelization of computational algorithms. Creation of 3D computational domain with surface topography and soil lithology; 3D reconstruction of pipelines, boreholes, basements, and foundations of buildings; Import of 3D objects including Wavefront (OBJ), StereoLitho (STL), 3D Studio Max (3DS) and Frost 3D Objects (F3O); Library of thermophysical properties of the ground, building elements, climatic factors and the parameters of cooling units; Specification of thermal and hydrological properties of 3D objects and heat transfer parameters on the surfaces of objects. -
45
Photo Eraser
Toscanapps
Powered by advanced AI technology, Photo Eraser is a photo eraser that not only removes unwanted objects from your pictures but also seamlessly reconstructs the background to give you that perfect shot you've always desired. No more distractions in your photos. With Photo Eraser's cutting-edge erase elements function, you can effortlessly eliminate any unwanted object, person, or background clutter from your images. The app's AI capabilities ensure that the area previously occupied by the removed item is filled in with an accurate and natural-looking background, making the edit invisible. The Photo Eraser feature comes equipped with a range of intuitive tools designed to speed up the editing process, ensuring you achieve professional-quality results in just a few taps. The AI detection feature automatically identifies objects and people that you may want to remove. This intelligent detection capability saves you time and effort.Starting Price: Free -
46
Seedream 4.0
ByteDance
Seedream 4.0 is a next-generation multimodal AI image generation and editing model that unifies text-to-image creation and text-guided image editing within a single architecture, delivering professional-grade visuals up to 4K resolution with exceptional fidelity and speed. It’s built around an efficient diffusion transformer and variational autoencoder design that lets it interpret text prompts and reference images to produce highly detailed, consistent outputs while handling complex semantics, lighting, and structure reliably, and it offers batch generation, multi-reference support, and precise control over edits such as style, background, or object changes without degrading the rest of the scene. Seedream 4.0 demonstrates industry-leading prompt understanding, aesthetic quality, and structural stability across generation and editing tasks, outperforming earlier versions and rival models in benchmarks for prompt adherence and visual coherence. -
47
Shap-E
OpenAI
This is the official code and model release for Shap-E. Generate 3D objects conditioned on text or images. Sample a 3D model, conditioned on a text prompt, or conditioned on a synthetic view image. To get the best result, you should remove the background from the input image. Load 3D models or a trimesh, and create a batch of multiview renders and a point cloud encode them into a latent and render it back. For this to work, install Blender version 3.3.1 or higher.Starting Price: Free -
48
Ilus AI
Ilus AI
The quickest way to get started with our illustration generator is to use pre-made models. If you want to depict a style or an object that is not available in the premade models you can train your own fine tune by uploading 5-15 illustrations. there are no limits to fine-tuning you can use it for illustrations icons or any assets you need. Read more about fine-tuning. Illustrations are exportable in PNG and SVG formats. Fine-tuning allows you to train the stable-diffusion AI model, on a particular object or style, and create a new model that generates images of those objects or styles. The fine-tuning will be only as good as the data you provide. Around 5-15 images are recommended for fine-tuning. Images can be of any unique object or style. Images should contain only the subject itself, without background noise or other objects. Images must not include any gradients or shadows if you want to export it as SVG later. PNG export still works fine with gradients and shadows.Starting Price: $0.06 per credit -
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STOCHOS
PI Probaligence GmbH
STOCHOS is probabilistic AI for engineering and R&D. It learns from the simulation, test, and measurement data a team already has and predicts new variants in seconds, with an uncertainty on every prediction, so engineers know when to trust a result and when to run the solver instead. Built on DIM-GP, it works with small datasets, typically tens to a few hundred samples, and with scalars, signals, 2D and 3D fields, meshes, geometries, and images. Methods: surrogate modeling, uncertainty quantification, Bayesian and multi-objective optimization, multi-fidelity modeling, sensitivity analysis, and generative geometry. STOCHOS Flow, the visual workbench, builds the workflows without code and ships them to the team as web apps. Runs on your own hardware, installs offline. From PI Probaligence, founded 2018 in Grafing bei München, part of the CADFEM Group and an Ansys Technology Partner. -
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Astria
Astria
Tailor-made AI image generation, start creating your unique images. Align your crew with the most detailed, custom-made visual references. Previs to the max. Find the most attractive visualization for your product. Instant realization of your vision, with limitless variations. Realize your super-specific concepts with augmented creativity. Experiment, modify, and fine-tune. Upload 10-20 pictures of your subject. Preferably shot or cropped to a 1:1 aspect ratio. We recommend uploading 3 photos of the full body or entire object + 5 medium shot photos from the chest up + 10 close-ups. Change body poses for every picture, use pictures from different days' backgrounds and lighting, and show a variety of expressions and emotions. Make sure you capture the subject's eyes looking in different directions for different images, take one with closed eyes. Every picture of your subject should introduce new info about your subject.Starting Price: $0.10 per prompt
