Alternatives to Diffusion
Compare Diffusion alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Diffusion in 2025. Compare features, ratings, user reviews, pricing, and more from Diffusion competitors and alternatives in order to make an informed decision for your business.
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1
Segment
Twilio
Twilio Segment’s Customer Data Platform (CDP) provides companies with the data foundation that they need to put their customers at the heart of every decision. Per IDC, it’s the #1 CDP in worldwide market share four years in a row (2019-2022). Using Twilio Segment, companies can collect, unify and route their customer data into any system where it’s needed to better understand their customers and create seamless, compelling experiences in real-time. Over 25,000 companies use Twilio Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences.Starting Price: $120 per month -
2
Striim
Striim
Data integration for your hybrid cloud. Modern, reliable data integration across your private and public cloud. All in real-time with change data capture and data streams. Built by the executive & technical team from GoldenGate Software, Striim brings decades of experience in mission-critical enterprise workloads. Striim scales out as a distributed platform in your environment or in the cloud. Scalability is fully configurable by your team. Striim is fully secure with HIPAA and GDPR compliance. Built ground up for modern enterprise workloads in the cloud or on-premise. Drag and drop to create data flows between your sources and targets. Process, enrich, and analyze your streaming data with real-time SQL queries. -
3
Confluent
Confluent
Infinite retention for Apache Kafka® with Confluent. Be infrastructure-enabled, not infrastructure-restricted Legacy technologies require you to choose between being real-time or highly-scalable. Event streaming enables you to innovate and win - by being both real-time and highly-scalable. Ever wonder how your rideshare app analyzes massive amounts of data from multiple sources to calculate real-time ETA? Ever wonder how your credit card company analyzes millions of credit card transactions across the globe and sends fraud notifications in real-time? The answer is event streaming. Move to microservices. Enable your hybrid strategy through a persistent bridge to cloud. Break down silos to demonstrate compliance. Gain real-time, persistent event transport. The list is endless. -
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Informatica Cloud Data Integration
Informatica
Ingest data with high-performance ETL, mass ingestion, or change data capture. Integrate data on any cloud, with ETL, ELT, Spark, or with a fully managed serverless option. Integrate any application, whether it’s on-premises or SaaS. Process petabytes of data up to 72x faster within your cloud ecosystem. See how you can use Informatica’s Cloud Data Integration to quickly start building high-performance data pipelines to meet any data integration need. Efficiently ingest databases, files, and streaming data for real-time data replication and streaming analytics. Integrate apps & data in real time with intelligent business processes that span cloud & on-premises sources. Easily integrate message- and event-based systems, queues, and topics with support for top tools. Connect to a wide range of applications (and any API) and integrate in real-time with APIs, messaging, and pub/sub support—no coding required. -
5
RODIN
Microsoft
This 3D avatar diffusion model is an AI system that automatically produces highly detailed 3D digital avatars. The generated avatars can be freely viewed in 360 degrees with unprecedented quality. The model significantly accelerates traditionally sophisticated 3D modeling process and opens new opportunities for 3D artists. This 3D avatar diffusion model is trained to generate 3D digital avatars represented as neural radiance fields. We build on the state-of-the-art generative technique (diffusion models) for 3D modeling. We use tri-plane representation to factorize the neural radiance field of avatars, which can be explicitly modeled by diffusion models and rendered to images via volumetric rendering. The proposed 3D-aware convolution brings the much-needed computational efficiency while preserving the integrity of diffusion modeling in 3D. The whole generation is a hierarchical process with cascaded diffusion models for multi-scale modeling. -
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VE3 DataWise
VE3 Global
DataWise is a purpose-built solution for SAP data modernization. It bridges SAP (ECC or S/4HANA) and the Databricks Lakehouse to transform siloed operational data into a trusted, analytics-ready foundation for real-time decisions and AI innovation. DataWise accelerates value with SAP-native connectors and prebuilt models for common modules (SD, MM, PM, Finance, Ariba, SuccessFactors). Automated ELT pipelines land data into Delta Lake, while MatchX AI-powered data quality engine performs cleansing, standardization, deduplication, and entity matching to raise data accuracy and completeness at scale. Governance is enforced end-to-end through Unity Catalog, fine-grained access controls, and lineage. Once standardized and governed, DataWise activates your SAP data across BI dashboards, machine-learning features, and event-driven workflows without disrupting core ERP. -
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IBM Cloud Pak for Integration® is a hybrid integration platform with an automated, closed-loop approach that supports multiple styles of integration within a single, unified experience. Unlock business data and assets as APIs, connect cloud and on-premise applications, reliably move data with enterprise messaging, deliver real-time event interactions, transfer data across any cloud and deploy and scale with cloud-native architecture and shared foundational services, all with end-to-end enterprise-grade security and encryption. Achieve the best results from integration with an automated, closed-loop and multi-style approach. Apply targeted innovations to automate integrations, such as natural language–powered integration flows, AI-assisted mapping and RPA, and use company-specific operational data to continuously improve integrations, enhance API test generation, workload balancing and more.Starting Price: $934 per month
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8
StoryDiffusion
StoryDiffusion
Unlock AI comic generators with StoryDiffusion. Harness our advanced AI tools for pioneering digital storytelling by StoryDiffusion. Utilize cutting-edge AI to produce visually consistent images across your stories. Perfect for maintaining character and setting integrity in serialized content. Design intricate comics with a user-friendly interface that supports both novice and professional artists. Our tools ensure your comics are both engaging and high in quality. Navigate through our platform with an intuitive interface designed for efficiency and simplicity. Access all tools and features with ease, enhancing your creative process. StoryDiffusion is built to be accessible for all skill levels. With straightforward tools and a clear layout, creating your story content has never been easier. Generate comics that consistently reflect your character’s traits and backstory throughout the series, ensuring a faithful and engaging narrative arc.Starting Price: $7.99 per month -
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Oracle Data Integrator
Oracle
Oracle Data Integrator is a comprehensive data integration platform that covers all data integration requirements: from high-volume, high-performance batch loads, to event-driven, trickle-feed integration processes, to SOA-enabled data services. Oracle Data Integrator (ODI) 12c, the latest version of Oracle’s strategic Data Integration offering, provides superior developer productivity and improved user experience with a redesigned flow-based declarative user interface and deeper integration with Oracle GoldenGate. ODI12c further builds on its flexible and high-performance architecture with comprehensive big data support and added parallelism when executing data integration processes. It includes interoperability with Oracle Warehouse Builder (OWB) for a quick and simple migration for OWB customers to ODI12c. Additionally, ODI can be monitored from a single solution along with other Oracle technologies and applications through the integration with Oracle Enterprise Manager 12c. -
10
Retro Diffusion
Retro Diffusion
Retro Diffusion is a unique platform designed by artists to elevate your art, making the creation of pixel art quick and easy. Each tool is crafted to inspire and eliminate common challenges, allowing you to focus more on creating and less on stressing. The platform offers AI-powered image generation tools that enable users to produce production-ready artwork in seconds. Retro Diffusion is accessible through modern web browsers. Take your art to the next level with Retro Diffusion's one-of-a-kind platform. Designed by artists, Retro Diffusion makes creating pixel art quick and easy. Each tool not only inspires, but removes pesky pain points so you can do more creating, and less stressing. -
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ByteDance Seed
ByteDance
Seed Diffusion Preview is a large-scale, code-focused language model that uses discrete-state diffusion to generate code non-sequentially, achieving dramatically faster inference without sacrificing quality by decoupling generation from the token-by-token bottleneck of autoregressive models. It combines a two-stage curriculum, mask-based corruption followed by edit-based augmentation, to robustly train a standard dense Transformer, striking a balance between speed and accuracy and avoiding shortcuts like carry-over unmasking to preserve principled density estimation. The model delivers an inference speed of 2,146 tokens/sec on H20 GPUs, outperforming contemporary diffusion baselines while matching or exceeding their accuracy on standard code benchmarks, including editing tasks, thereby establishing a new speed-quality Pareto frontier and demonstrating discrete diffusion’s practical viability for real-world code generation.Starting Price: Free -
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Waifu Diffusion
Waifu Diffusion
Waifu Diffusion is an AI image model that creates anime images from text descriptions. It's based on the Stable Diffusion model, which is a latent text-to-image model. Waifu Diffusion is trained on a large number of high-quality anime images. Waifu Diffusion can be used for entertainment purposes and as a generative art assistant. It continuously learns from user feedback, fine-tuning its image generation process. This iterative approach ensures that the model adapts and improves over time, enhancing the quality and accuracy of the generated waifus.Starting Price: Free -
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DiffusionAI
DiffusionAI
Transform Words into Images. Windows software that unleashes your creativity by generating stunning visuals from simple text input. Unleash your imagination with ease and precision. Unlock the power of words with DiffusionAI, an innovative software that generates stunning images from simple text input. DiffusionAI offers a user-friendly interface, ensuring a seamless experience for all users. Explore a world of endless creative possibilities with DiffusionAI at your fingertips. DiffusionAI allows you to express your ideas and transform them into captivating visual representations. With its intuitive interface, you can effortlessly create images that align with your creative vision. Discover the joy of visualizing your thoughts with DiffusionAI, a tool designed to enhance your creative journey and unlock your full artistic potential. Whether you're a professional designer or a passionate hobbyist, DiffusionAI is the perfect companion to unleash your creativity. -
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Gemini Diffusion
Google DeepMind
Gemini Diffusion is our state-of-the-art research model exploring what diffusion means for language and text generation. Large-language models are the foundation of generative AI today. We’re using a technique called diffusion to explore a new kind of language model that gives users greater control, creativity, and speed in text generation. Diffusion models work differently. Instead of predicting text directly, they learn to generate outputs by refining noise, step by step. This means they can iterate on a solution very quickly and error correct during the generation process. This helps them excel at tasks like editing, including in the context of math and code. Generates entire blocks of tokens at once, meaning it responds more coherently to a user’s prompt than autoregressive models. Gemini Diffusion’s external benchmark performance is comparable to much larger models, whilst also being faster. -
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3forge
3forge
Your enterprise's issues may be complex. That doesn't mean building the solution has to be. 3forge is the highly-flexible, low-code platform that empowers enterprise application development in record time. Reliability? Check. Scalability? That too. Deliverability? In record time. Even for the most complex work flows and data sets. With 3forge, you no longer have to choose. Data integration, virtualization, processing, visualization, and workflows all living in one place - solving the world's most complex real-time streaming data challenges. 3forge provides award-winning technology that enables developers to deploy mission-critical applications in record time. Experience the difference of real-time data and zero latency with 3forge's focus on data integration, virtualization, processing, and visualization. -
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DiffusionBee
DiffusionBee
DiffusionBee is the easiest way to generate AI art on your computer with Stable Diffusion. Completely free of charge. DiffusionBee comes with all cutting-edge Stable Diffusion tools in one easy-to-use package. Generate an image using a text prompt. Generate any image in any style. Modify existing images using text prompts. Create a new image based on a starting image. Add/remove objects in an existing image at a selected region using a text prompt. Expand an image outwards using text prompts. Select a region in the canvas and add objects. Use AI to automatically increase the resolution of the generated image. Use external Stable Diffusion models which are trained on specific styles/objects using DreamBooth. Advanced options like the negative prompt, diffusion steps, etc. for power users. All the generation happens locally and nothing is sent to the cloud. An active community on Discord where you can ask us anything.Starting Price: Free -
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Eventarc
Google
Google Cloud's Eventarc is a fully managed platform that enables developers to build event-driven architectures by routing events from various sources to supported destinations. It allows for the collection of events occurring within a system and publishes them to a specified destination, facilitating the creation of loosely coupled services that react to state changes. Eventarc supports events from Google Cloud services, custom applications, and third-party SaaS providers, providing flexibility in event-driven application design. Developers can create triggers to route events to various destinations, such as Cloud Run services, allowing for responsive and scalable application architectures. Eventarc ensures secure event delivery by integrating with Identity and Access Management (IAM), enabling fine-grained access control over event ingestion and processing. -
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Ideogram AI
Ideogram AI
Ideogram AI is a text to image AI image generator. Ideogram's technology is based on a new type of neural network called a diffusion model. Diffusion models are trained on a large dataset of images, and they can then generate new images that are similar to the images in the dataset. However, unlike other generative AI models, diffusion models can also be used to generate images in a specific style. -
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fal
fal.ai
fal is a serverless Python runtime that lets you scale your code in the cloud with no infra management. Build real-time AI applications with lightning-fast inference (under ~120ms). Check out some of the ready-to-use models, they have simple API endpoints ready for you to start your own AI-powered applications. Ship custom model endpoints with fine-grained control over idle timeout, max concurrency, and autoscaling. Use common models such as Stable Diffusion, Background Removal, ControlNet, and more as APIs. These models are kept warm for free. (Don't pay for cold starts) Join the discussion around our product and help shape the future of AI. Automatically scale up to hundreds of GPUs and scale down back to 0 GPUs when idle. Pay by the second only when your code is running. You can start using fal on any Python project by just importing fal and wrapping existing functions with the decorator.Starting Price: $0.00111 per second -
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ModelScope
Alibaba Cloud
This model is based on a multi-stage text-to-video generation diffusion model, which inputs a description text and returns a video that matches the text description. Only English input is supported. This model is based on a multi-stage text-to-video generation diffusion model, which inputs a description text and returns a video that matches the text description. Only English input is supported. The text-to-video generation diffusion model consists of three sub-networks: text feature extraction, text feature-to-video latent space diffusion model, and video latent space to video visual space. The overall model parameters are about 1.7 billion. Support English input. The diffusion model adopts the Unet3D structure, and realizes the function of video generation through the iterative denoising process from the pure Gaussian noise video.Starting Price: Free -
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GlassFlow
GlassFlow
GlassFlow is a serverless, event-driven data pipeline platform designed for Python developers. It enables users to build real-time data pipelines without the need for complex infrastructure like Kafka or Flink. By writing Python functions, developers can define data transformations, and GlassFlow manages the underlying infrastructure, offering auto-scaling, low latency, and optimal data retention. The platform supports integration with various data sources and destinations, including Google Pub/Sub, AWS Kinesis, and OpenAI, through its Python SDK and managed connectors. GlassFlow provides a low-code interface for quick pipeline setup, allowing users to create and deploy pipelines within minutes. It also offers features such as serverless function execution, real-time API connections, and alerting and reprocessing capabilities. The platform is designed to simplify the creation and management of event-driven data pipelines, making it accessible for Python developers.Starting Price: $350 per month -
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Conduit
Conduit
Sync data between your production systems using an extensible, event-first experience with minimal dependencies that fit within your existing workflow. Eliminate the multi-step process you go through today. Just download the binary and start building. Conduit pipelines listen for changes to a database, data warehouse, etc., and allows your data applications to act upon those changes in real-time. Conduit connectors give you the ability to pull and push data to any production datastore you need. If a datastore is missing, the simple SDK allows you to extend Conduit where you need it. Run it in a way that works for you; use it as a standalone service or orchestrate it within your infrastructure. -
23
Interlok
Adaptris
Expose and consume API’s to legacy applications through simple configuration. Capture and feed big data repositories without development through real-time data exchange. Simplified change control of the cloud integration landscape through simple and single configuration. A common business challenge across organizations of all size is that of integrating disparate systems and data. The integration challenge can be found in multiple areas whether it is on-premise (between applications), in the cloud and between the cloud. The Adaptris Interlok™ Integration Framework is an event-based framework designed to enable architects to rapidly connect different applications, communications standards and data standards to deliver an integrated solution. Seamless connection to hundreds of applications, data standards and communications protocols. Ability to cache data to reduce latency of repeated calls to slow or remote back end systems. -
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Stable Video Diffusion
Stability AI
Stable Video Diffusion is designed to serve a wide range of video applications in fields such as media, entertainment, education, marketing. It empowers individuals to transform text and image inputs into vivid scenes and elevates concepts into live action, cinematic creations. Stable Video Diffusion is now available for use under a non-commercial community license (the “License”) which can be found here. Stability AI is making Stable Video Diffusion freely available to you, including model code and weights, for research and other non-commercial purposes. Your use of Stable Video Diffusion is subject to the terms of the License, which includes the use and content restrictions found in Stability’s Acceptable Use Policy. -
25
TapData
TapData
CDC-based live data platform for heterogeneous database replication, real-time data integration, or building a real-time data warehouse. By using CDC to sync production line data stored in DB2 and Oracle to the modern database, TapData enabled an AI-augmented real-time dispatch software to optimize the semiconductor production line process. The real-time data made instant decision-making in the RTD software a possibility, leading to faster turnaround times and improved yield. As one of the largest telcos, customer has many regional systems that cater to the local customers. By syncing and aggregating data from various sources and locations into a centralized data store, customers were able to build an order center where the collective orders from many applications can now be aggregated. TapData seamlessly integrates inventory data from 500+ stores, providing real-time insights into stock levels and customer preferences, enhancing supply chain efficiency. -
26
Inception Labs
Inception Labs
Inception Labs is pioneering the next generation of AI with diffusion-based large language models (dLLMs), a breakthrough in AI that offers 10x faster performance and 5-10x lower cost than traditional autoregressive models. Inspired by the success of diffusion models in image and video generation, Inception’s dLLMs introduce enhanced reasoning, error correction, and multimodal capabilities, allowing for more structured and accurate text generation. With applications spanning enterprise AI, research, and content generation, Inception’s approach sets a new standard for speed, efficiency, and control in AI-driven workflows. -
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Alooma
Google
Alooma enables data teams to have visibility and control. It brings data from your various data silos together into BigQuery, all in real time. Set up and flow data in minutes or customize, enrich, and transform data on the stream before it even hits the data warehouse. Never lose an event. Alooma's built in safety nets ensure easy error handling without pausing your pipeline. Any number of data sources, from low to high volume, Alooma’s infrastructure scales to your needs. -
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Playbook
Playbook
An API that streams 3D scene data into ComfyUI diffusion-based workflows. Our API is exposed via our web editor, which allows for steering image generation with 3D. Support for custom workflows and LoRAs for teams & enterprises using AI in production pipelines. At Playbook, we believe that AI can be a powerful tool for doing great work and that getting there requires tight integration between model, application, and product. You own the assets created through our platform, provided that you have used inputs that do not violate the copyrights of others in the process of generating your model. Underlying the rise of spatial computing (AR/VR) and increasing reliance on visual effects (VFX) is the need for a 3D production pipeline that produces real-time content faster. Playbookengine.com is a diffusion-based render engine that reduces the time to final image with AI. It is accessible via web editor and API with support for scene segmentation and re-lighting. -
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HunyuanVideo-Avatar
Tencent-Hunyuan
HunyuanVideo‑Avatar supports animating any input avatar images to high‑dynamic, emotion‑controllable videos using simple audio conditions. It is a multimodal diffusion transformer (MM‑DiT)‑based model capable of generating dynamic, emotion‑controllable, multi‑character dialogue videos. It accepts multi‑style avatar inputs, photorealistic, cartoon, 3D‑rendered, anthropomorphic, at arbitrary scales from portrait to full body. Provides a character image injection module that ensures strong character consistency while enabling dynamic motion; an Audio Emotion Module (AEM) that extracts emotional cues from a reference image to enable fine‑grained emotion control over generated video; and a Face‑Aware Audio Adapter (FAA) that isolates audio influence to specific face regions via latent‑level masking, supporting independent audio‑driven animation in multi‑character scenarios.Starting Price: Free -
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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.Starting Price: Free -
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Mobile Diffusion
N1 RND
Introducing Mobile Diffusion, the innovative image generator that uses the latest AI technology to bring your imagination to life. With this app, you can create stunning images based on your own text prompt. No need for an internet connection, it works offline right on your device. Mobile Diffusion uses the Stable Diffusion v2.1 model to power its AI-based image generation. Thanks to CoreML optimization, it’s up to 2x faster than other image generation apps. It requires just a one-time download of the 4.5 GB model to work offline, and then you can use it anytime, anywhere. With the ability to specify both positive and negative prompts, you can fine-tune your image output to suit your needs. Sharing your generated images is easy, and the app is completely free to use. This app was made for research and development purposes only. The goal was to demonstrate the ability to run a diffusion model on a mobile device with acceptable performance. -
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ZigiOps
ZigiWave
Integrate your systems to enable a real-time data exchange between them. Automate workflows and reduce human error. Set up, modify and launch your integration in a few clicks with our predefined integration templates. Enhance cross-team collaboration by integrating different systems. Send and receive updates instantly. Transfer all comments, attachments, and related data to your systems in real-time. Integrating your systems will automate some of the most burdensome tasks and save you a lot of operational costs. Protect your data in case of a system downtime. ZigiOps doesn’t have a database and therefore does not store any of the transferred data. Our integration tool offers advanced data mapping and filtering, which enable users to relate entities of any level. -
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MetaRouter
MetaRouter
MetaRouter collects user events from a website or app and routes them to any third-party tool, including centralizing data in one place for storage and in-depth analysis. It can be set up with a single snippet (using analytics.js) so that, after the initial event tracking setup, marketers can add and remove tools through a UI, without requiring additional dev time.Starting Price: $70 per month -
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DreamActor-M1
ByteDance
DreamActor-M1 is a state-of-the-art diffusion transformer framework designed to generate realistic human animations from a single image. It offers fine-grained control over facial expressions and body movements, ensuring multi-scale adaptability from portraits to full-body views. It maintains temporal coherence in long videos, even for areas not visible in reference images. Its hybrid motion guidance combines implicit facial representations, 3D head spheres, and 3D body skeletons to achieve detailed animation control. Complementary appearance guidance uses multi-frame references to maintain consistency in unseen regions. A progressive three-stage training strategy optimizes different aspects of animation: starting with body skeletons and head spheres, adding facial representations, and finally fine-tuning all parameters. -
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Imagen
Google
Imagen is a text-to-image generation model developed by Google Research. It uses advanced deep learning techniques, primarily leveraging large Transformer-based architectures, to generate high-quality, photorealistic images from natural language descriptions. Imagen's core innovation lies in combining the power of large language models (like those used in Google's NLP research) with the generative capabilities of diffusion models—a class of generative models known for creating images by progressively refining noise into detailed outputs. What sets Imagen apart is its ability to produce highly detailed and coherent images, often capturing fine-grained details and textures based on complex text prompts. It builds on the advancements in image generation made by models like DALL-E, but focuses heavily on semantic understanding and fine detail generation.Starting Price: Free -
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Seed-Music
ByteDance
Seed-Music is a unified framework for high-quality and controlled music generation and editing, capable of producing vocal and instrumental works from multimodal inputs such as lyrics, style descriptions, sheet music, audio references, or voice prompts, and of supporting post-production editing of existing tracks by allowing direct modification of melodies, timbres, lyrics, or instruments. It combines autoregressive language modeling with diffusion approaches and a three-stage pipeline comprising representation learning (which encodes raw audio into intermediate representations, including audio tokens, symbolic music tokens, and vocoder latents), generation (which transforms these multimodal inputs into music representations), and rendering (which converts those representations into high-fidelity audio). The system supports lead-sheet to song conversion, singing synthesis, voice conversion, audio continuation, style transfer, and fine-grained control over music structure. -
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Omniroo
Omniroo
Omniroo is a platform that empowers SaaS companies to manage and grow their subscription business by syncing Stripe subscription data into HubSpot’s deals pipeline. This integration enables users to visualize and manage the entire subscription lifecycle within HubSpot, including automating customer communications and recovering failed payments in real time. Omniroo helps streamline subscription upgrades by automating workflows to convert free and trial users into paying customers. The platform also proactively prevents revenue leakage by automating follow-ups for failed payments and alerting at-risk accounts. Omniroo supports scalable data syncing and real-time integration between Stripe and HubSpot, enabling companies to grow with automated processes. Overall, Omniroo provides a powerful toolset for subscription management, retention, and revenue optimization.Starting Price: $49/month -
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HCL RTist
HCL Software
HCL RTist is a development environment for creating complex, event-driven and real-time applications. It is specifically designed to help software engineers with feature-rich tooling for design, analysis, building and deploying embedded, real-time systems and IoT applications. Helps developers design applications at higher abstraction level than code. Meet the only tool you need to develop stateful, event-driven and real-time applications. Embedded systems developers are looking for a developer tool to deliver secure, high-quality production code with quick, agile methodologies allowing them to react to new business requirements while minimizing the maintenance cost of long-lived applications running on many different device preferences of their users. Also, companies strive to implement strict, continuous delivery processes to ensure code integrity and a stable, highly available production deployment of these real-time applications. -
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IBM Event Streams is a fully managed event streaming platform built on Apache Kafka, designed to help enterprises process and respond to real-time data streams. With capabilities for machine learning integration, high availability, and secure cloud deployment, it enables organizations to create intelligent applications that react to events as they happen. The platform supports multi-cloud environments, disaster recovery, and geo-replication, making it ideal for mission-critical workloads. IBM Event Streams simplifies building and scaling real-time, event-driven solutions, ensuring data is processed quickly and efficiently.
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40
IBM StreamSets
IBM
IBM® StreamSets enables users to create and manage smart streaming data pipelines through an intuitive graphical interface, facilitating seamless data integration across hybrid and multicloud environments. This is why leading global companies rely on IBM StreamSets to support millions of data pipelines for modern analytics, intelligent applications and hybrid integration. Decrease data staleness and enable real-time data at scale—handling millions of records of data, across thousands of pipelines within seconds. Insulate data pipelines from change and unexpected shifts with drag-and-drop, prebuilt processors designed to automatically identify and adapt to data drift. Create streaming pipelines to ingest structured, semistructured or unstructured data and deliver it to a wide range of destinations.Starting Price: $1000 per month -
41
DreamFusion
DreamFusion
Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist. In this work, we circumvent these limitations by using a pre-trained 2D text-to-image diffusion model to perform text-to-3D synthesis. We introduce a loss based on probability density distillation that enables the use of a 2D diffusion model as a prior for optimization of a parametric image generator. Using this loss in a DeepDream-like procedure, we optimize a randomly-initialized 3D model (a Neural Radiance Field, or NeRF) via gradient descent such that its 2D renderings from random angles achieve a low loss. The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment. -
42
Stable Diffusion XL (SDXL)
Stable Diffusion XL (SDXL)
Stable Diffusion XL or SDXL is the latest image generation model that is tailored towards more photorealistic outputs with more detailed imagery and composition compared to previous SD models, including SD 2.1. With Stable Diffusion XL you can now make more realistic images with improved face generation, produce legible text within images, and create more aesthetically pleasing art using shorter prompts. -
43
Equalum
Equalum
Equalum’s continuous data integration & streaming platform is the only solution that natively supports real-time, batch, and ETL use cases under one, unified platform with zero coding required. Make the move to real-time with a fully orchestrated, drag-and-drop, no-code UI. Experience rapid deployment, powerful transformations, and scalable streaming data pipelines in minutes. Multi-modal, robust, and scalable CDC enabling real-time streaming and data replication. Tuned for best-in-class performance no matter the source. The power of open-source big data frameworks, without the hassle. Equalum harnesses the scalability of open-source data frameworks such as Apache Spark and Kafka in the Platform engine to dramatically improve the performance of streaming and batch data processes. Organizations can increase data volumes while improving performance and minimizing system impact using this best-in-class infrastructure. -
44
The Qlik Data Integration platform for managed data lakes automates the process of providing continuously updated, accurate, and trusted data sets for business analytics. Data engineers have the agility to quickly add new sources and ensure success at every step of the data lake pipeline from real-time data ingestion, to refinement, provisioning, and governance. A simple and universal solution for continually ingesting enterprise data into popular data lakes in real-time. A model-driven approach for quickly designing, building, and managing data lakes on-premises or in the cloud. Deliver a smart enterprise-scale data catalog to securely share all of your derived data sets with business users.
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45
Stratio
Stratio
A unified secure business data layer providing instant answers for business and data teams. Stratio generative AI data fabric covers the whole lifecycle of data management from data discovery, and governance, to use and disposal. Your organization has data all over the place, different divisions use different apps to do different things. Stratio uses AI to find all your data, whether it's on-prem or in the cloud. That means you can be sure that you're treating data appropriately. If you can't see your data as soon as its generated, you´ll never move as fast as your customers. With most data infrastructure, it can take hours to process customer data. Stratio accesses 100% of your data in real-time without moving it, so you can act quickly without losing the all-important context. Only by unifying the operational and informational in a collaborative platform companies will be able to move to instant extended AI. -
46
Peliqan
Peliqan
Peliqan.io is an all-in-one data platform for business teams, startups, scale-ups and IT service companies - no data engineer needed. Easily connect to databases, data warehouses and SaaS business applications. Explore and combine data in a spreadsheet UI. Business users can combine data from multiple sources, clean the data, make edits in personal copies and apply transformations. Power users can use "SQL on anything" and developers can use low-code to build interactive data apps, implement writebacks and apply machine learning. Key Features: - Wide range of connectors: Integrates with over 250+ data sources and applications. Popular connectors: Odoo, Salesforce, Exact Online, Visma, NetSuite, Power BI. - Spreadsheet UI and magical SQL: Explore data in a rich spreadsheet UI. Use Magical SQL to combine and transform data. - Data Activation: Create data apps in minutes. Implement data alerts, distribute custom reports by email (PDF, Excel) , implement Reverse ETL flows.Starting Price: $199 -
47
Oracle GoldenGate
Oracle
Oracle GoldenGate is a comprehensive software package for real-time data integration and replication in heterogeneous IT environments. The product set enables high availability solutions, real-time data integration, transactional change data capture, data replication, transformations, and verification between operational and analytical enterprise systems. Oracle GoldenGate 19c brings extreme performance with simplified configuration and management, tighter integration with Oracle Database, support for cloud environments, expanded heterogeneity, and enhanced security. In addition to the Oracle GoldenGate core platform for real-time data movement, Oracle provides the Management Pack for Oracle GoldenGate—a visual management and monitoring solution for Oracle GoldenGate deployments—as well as Oracle GoldenGate Veridata, which allows high-speed, high-volume comparison between two in-use databases. -
48
Phraser
Phraser
Phraser stands as an innovative AI-driven solution, empowering users to craft enhanced prompts for an array of artistic generators like Midjourney, Dall-E, Stable Diffusion, Disco Diffusion, and Craiyon. This cutting-edge tool grants customers the freedom to select from a diverse range of nine elements encompassing neural networks, colors, quality, camera settings, content types, descriptions, styles, feelings, and epochs. By offering these customizable options, Phraser ensures tailored and precise prompts for an elevated creative experience. -
49
PubSub+ Platform
Solace
Solace PubSub+ Platform helps enterprises design, deploy and manage event-driven systems across hybrid and multi-cloud and IoT environments so they can be more event-driven and operate in real-time. The PubSub+ Platform includes the powerful PubSub+ Event Brokers, event management capabilities with PubSub+ Event Portal, as well as monitoring and integration capabilities all available via a single cloud console. PubSub+ allows easy creation of an event mesh, an interconnected network of event brokers, allowing for seamless and dynamic data movement across highly distributed network environments. PubSub+ Event Brokers can be deployed as fully managed cloud services, self-managed software in private cloud or on-premises environments, or as turnkey hardware appliances for unparalleled performance and low TCO. PubSub+ Event Portal is a complimentary toolset for design and governance of event-driven systems including both Solace and Kafka-based event broker environments. -
50
Alibaba Cloud Data Integration
Alibaba
Alibaba Cloud Data Integration is a comprehensive data synchronization platform that facilitates both real-time and offline data exchange across various data sources, networks, and locations. It supports data synchronization between more than 400 pairs of disparate data sources, including RDS databases, semi-structured storage, non-structured storage (such as audio, video, and images), NoSQL databases, and big data storage. The platform also enables real-time data reading and writing between data sources such as Oracle, MySQL, and DataHub. Data Integration allows users to schedule offline tasks by setting specific trigger times, including year, month, day, hour, and minute, simplifying the configuration of periodic incremental data extraction. It integrates seamlessly with DataWorks data modeling, providing an operations and maintenance integrated workflow. The platform leverages the computing capability of Hadoop clusters to synchronize HDFS data to MaxCompute.
