Model Serving
The best 50 Model Serving AI tools - Free & Paid
Explore 50 AI for Model Serving
Unsloth Studio is a no-code web UI enabling local training, running, and exporting of open AI models like Qwen3.5 and NVIDIA Nemotron 3, simplifying experimentation for users without extensive technical expertise.
Free
ModelsLab offers API‑based generative AI for image, video, audio, and language tasks, including editing, generation, and voice synthesis. It supports GPU server deployment, custom workflows, fine‑tuning, and LoRA adaptation for creators and developers.
Subscription
- $47/mo
Rolemodel.ai is an AI tool that creates custom avatars and conversational AI assistants to enhance personal growth and productivity. It uses GPT-4 technology and provides expert guidance and resources for its users.
Usage based
- $19.99/mo
Runway offers Gen‑4.5 generative video and GWM‑1 world models for real‑time simulation, robotics, and interactive environments. Its Characters API creates autonomous video agents from a single image. Ideal for filmmakers, architects, game developers, and educators.
Free
Nebius AI Studio offers efficient model deployment with hosted open-source models, ultra-low latency, and scalable processing options. It simplifies AI model exploration through an intuitive interface while ensuring verified quality and performance for diverse applications.
Free trial
Wizmodel simplifies deploying machine learning models with community pre-trained models, container packaging, scalable API servers, and easy monetization options. Effortlessly tap into AI capabilities without dealing with complex algorithms.
Subscription
Scenario is an AI infrastructure platform that lets studios train custom models on their own art libraries and batch‑generate consistent image, video, 3D, and audio assets using a visual node‑based editor, API integration, and enterprise‑grade data privacy.
Paid
MetaModels.ai transforms static product photos into high‑quality images and videos by draping them onto virtual models and styling options. Users pick models, outfits, and backgrounds, then receive human‑reviewed 4K‑ready files for e‑commerce and marketing.
Freemium
LM Studio runs open‑source large language models locally on Mac (M‑series), Windows, and Linux, enabling private, offline inference. It offers command‑line and headless deployment, server‑side API, SDKs, a model hub, and LM Link for remote model access.
Free
Metail EcoShot converts 3D apparel CAD models into realistic on‑model images within ten minutes using computer vision and GANs. It produces marketing‑ready photos, size‑streamed mockups, and fit visualizations without physical prototypes.
Freemium
MiniGPT-4 is a versatile AI model that can enhance vision-language understanding, generate detailed image descriptions, and teach users to cook through image projection using a frozen visual encoder with Vicuna.
Free
DALL·2 is an AI system that generates realistic images and art based on natural language descriptions, allowing users to edit and create variations. Safety measures are in place to prevent harmful content.
Usage based
Modelfy 3D is an AI tool that converts 2D images into textured, production-ready 3D models. It automates the process from upload to export, delivering optimized assets for game engines, 3D printing, and design workflows.
Free trial
- $15/mo
AI Model Agency provides a groundbreaking synthetic photography tool for fashion modeling. It combines technology and creativity, overcoming budget and talent limitations, enabling brands to collaborate with influencers and partner with model agencies through the power of AI synthography.
Freemium
MiniMax is an AI platform providing text, speech, video and music models for developers and creators — supporting agentic text workflows, real-time speech synthesis and voice cloning, emotion-aware video rendering, and precise vocal/instrument music generation via APIs and SDKs.
Freemium
Modor generates realistic product and branding mockups from uploaded designs using AI-assisted placement, lighting and shadow adjustments across 10,000+ templates for apparel, devices, packaging and print. Drag-and-drop editing and export of high-resolution, print-ready files.
Freemium
- $10/mo
gpt-oss playground provides open-weight demos of gpt-oss-120b and 20b for infrastructure testing, distributed and on-device inference, benchmarking, API integration, and reproducible research, with adjustable reasoning levels and visible-reasoning for diagnostics. Demo-only; validate outputs.
Freemium
Google AI Studio is a unified platform for accessing Gemini multimodal models—text, image, audio, and video—with API/SDK support, an integrated playground for prompt testing, one-click deployment, and centralized monitoring, logging, and code samples for rapid integration.
Freemium
Modal is a cloud‑native platform that lets developers run inference, training, batch jobs, sandboxes, and notebooks with sub‑second cold starts and instant autoscaling. It’s Python‑centric, offers elastic multi‑cloud GPU scaling, zero‑idle scaling, unified observability, and high‑throughput AI‑nativ
Subscription
- $30/mo
The tool offers AI-powered image upscaling using Sinkin or ESRGAN with customizable settings such as start images, prompts, dimensions, model options, and guidance. The service is payable with credits and takes 10-20 seconds per image generation.
Bagel is an open-source multimodal model that enables advanced image and text processing, including generation and editing. It integrates image and text inputs for coherent outputs and supports tasks like chat generation and style transfer.
Free
The AI coach helps users improve their thinking skills by generating mental models and encouraging different perspectives.
Subscription
- $9/mo
Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.
Freemium
Falcon is an open‑source LLM family by the Technology Innovation Institute, spanning 0.09‑180 B parameters. It offers efficient Falcon‑H1 series, Arabic variants, multimodal Falcon‑3, and Falcon‑Mamba 7B, all under permissive licenses.
Free
RepublicLabs.ai generates images and videos with multiple generative models at once. No credit card or subscription is needed. Updated models let designers, creators, and marketers prototype visuals quickly across image and video workflows.
Freemium
- $300
Img2Prompt is an AI tool that generates text prompts from images and provides a public API for image captioning and prompt-based image generation. It can run on personal hardware or cloud platforms.
Freemium
- $0.36
Monster Mash is a 3D model animation tool for quick character sketches, inflating them into 3D models and animating them.
Free
Imagen is a generative AI model by Google DeepMind that produces high-quality, photorealistic images from natural language prompts using advanced diffusion techniques. It supports creative applications in design, media, and content generation.
Usage Based
MindSpore is a comprehensive AI framework designed for algorithm engineers and data scientists, facilitating the development, deployment, and management of AI models across various platforms. Its key features include built-in support for distributed training and hardware optimization, ensuring scala
Freemium
FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.
Free
Scale offers a user-friendly platform for creating customizable product mockups for items like apparel and mugs. It supports bulk generation and integrates with e-commerce tools, enhancing efficiency for sellers in their mockup workflows.
Free trial
Mistral AI offers developers a platform for building cutting-edge generative AI models with a focus on performance and customization. Their models excel in reasoning tasks and benchmarks, providing flexible deployment options across infrastructures.
Freemium
DeepMode.com is a cloud‑based generative AI platform that creates personalized AI clones and images in unlimited styles—from realistic to anime. It offers facial expression edits, reference remixing, video generation, private cross‑device storage, and API integration.
Freemium
Outfit.fm uses AI to generate high‑resolution on‑model fashion images from a single photo, letting users customize background, pose, and model attributes. It also creates motion videos and reels for social‑media, streamlining e‑commerce production and cutting time.
Paid
- $49
aijewelrymodel.app is an AI tool that generates photorealistic, model-on jewelry images for e-commerce and social media. It uses physically based rendering to place your pieces on diverse AI models and provides listing-ready, commercially licensed images in seconds.
Free trial
- $13.3/mo
dreamlook.ai offers fast, online training and generation for Stable Diffusion 1.5 and SDXL, supporting 1,500 SDXL steps in ~10 min, LoRA extraction, Offset Noise, ControlNet pose control, and a GPU‑free API.
Freemium
- $15
Generative AI tool for creating assets and images in gaming, anime, and advertising.
- $10
Deep Agency revolutionizes photography with AI-produced synthetic models for professional projects, offering virtual photo studio services and high-quality headshots from the comfort of home. Elevate your photo quality without traditional shoots.
Freemium
llmarena.ai offers side-by-side LLM comparisons across major providers, showing specs like context window, output capacity, modality and routing options. Filters and role-based categories help developers, ML engineers, product managers and researchers select suitable models.
Freemium
Scale your AI projects affordably with Salad's GPU Cloud service. Access over 10,000 GPUs for generative AI tasks like generating 9 million+ images in just 24 hours at a starting price of $0.02/hr. Salad offers fully managed services like the Salad Container Engine, Salad Gateway Service, and Virtua
Paid
Plat.AI is a real‑time decision‑making engine that auto‑builds, deploys, and updates ML models without code. It offers automated preprocessing, one‑click deployment, API integration, and dashboards for performance monitoring and regulatory compliance across finance, insurance, marketing and more.
Free trial
Masterpiece Studio is a 3D content creation platform that enables artists and designers to generate, edit, and share 3D models. It features real-time collaboration tools, a user-friendly interface, and a comprehensive editing suite for various applications.
Freemium
Llama is a local AI tool that enables users to create customizable and efficient language models without relying on cloud-based platforms, available for download on MacOS, Windows, and Linux.
Free
Astria offers a generative imaging API with single-call fine-tuning (Dreambooth, LoRA, SD1.5/SDXL), batch prompts, upscaling and face correction, ControlNet filters, model library and auto-scaling infrastructure for production image pipelines and studio-quality outputs.
Freemium
Superstudio is an AI‑enabled creative studio offering an infinite canvas for image, video, and audio creation. It supports custom model training for style consistency, logo restyling, storyboard animation, reactive visuals, and branding asset mapping in one workflow.
Freemium
- $29/mo
CelebMakerAI generates photorealistic images from prompts and turns uploaded photos into AI‑generated videos with preset poses, up to two minutes. It also offers face‑swap, editing tools, and custom character training from personal or marketplace models.
Freemium
- $19.99/mo