Alternatives to Metal
Compare Metal alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Metal in 2026. Compare features, ratings, user reviews, pricing, and more from Metal competitors and alternatives in order to make an informed decision for your business.
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1
Vertex AI
Google
Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection. Vertex AI Agent Builder enables developers to create and deploy enterprise-grade generative AI applications. It offers both no-code and code-first approaches, allowing users to build AI agents using natural language instructions or by leveraging frameworks like LangChain and LlamaIndex. -
2
Google AI Studio
Google
Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models, including Gemini 3. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows. -
3
MongoDB Atlas
MongoDB
The most innovative cloud database service on the market, with unmatched data distribution and mobility across AWS, Azure, and Google Cloud, built-in automation for resource and workload optimization, and so much more. MongoDB Atlas is the global cloud database service for modern applications. Deploy fully managed MongoDB across AWS, Google Cloud, and Azure with best-in-class automation and proven practices that guarantee availability, scalability, and compliance with the most demanding data security and privacy standards. The best way to deploy, run, and scale MongoDB in the cloud. MongoDB Atlas offers built-in security controls for all your data. Enable enterprise-grade features to integrate with your existing security protocols and compliance standards. With MongoDB Atlas, your data is protected with preconfigured security features for authentication, authorization, encryption, and more. -
4
OpenMetal
OpenMetal
OpenMetal is an infrastructure as a service (IaaS) company providing on-demand OpenStack-powered hosted private cloud, bare metal cloud, and GPU servers and clusters to businesses of all sizes. Building and maintaining a private cloud is complex and expensive. It requires a deep understanding of cloud computing technologies and a significant investment in hardware and software. As a result, private clouds have traditionally been only accessible to large enterprises with the resources to invest in them. Many organizations need the flexibility and control of a private cloud, but lack these resources to build and maintain one themselves. OpenMetal makes it possible for organizations of all sizes to have access to this transformative technology without the complexity and expense of building it all themselves. With OpenMetal, you can deploy in just 45 seconds and get started building your own private infrastructure right away. -
5
RunPod
RunPod
RunPod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, RunPod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. RunPod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure. -
6
Pinecone
Pinecone
The AI Knowledge Platform. The Pinecone Database, Inference, and Assistant make building high-performance vector search apps easy. Developer-friendly, fully managed, and easily scalable without infrastructure hassles. Once you have vector embeddings, manage and search through them in Pinecone to power semantic search, recommenders, and other applications that rely on relevant information retrieval. Ultra-low query latency, even with billions of items. Give users a great experience. Live index updates when you add, edit, or delete data. Your data is ready right away. Combine vector search with metadata filters for more relevant and faster results. Launch, use, and scale your vector search service with our easy API, without worrying about infrastructure or algorithms. We'll keep it running smoothly and securely. -
7
Azure AI Search
Microsoft
Deliver high-quality responses with a vector database built for advanced retrieval augmented generation (RAG) and modern search. Focus on exponential growth with an enterprise-ready vector database that comes with security, compliance, and responsible AI practices built in. Build better applications with sophisticated retrieval strategies backed by decades of research and customer validation. Quickly deploy your generative AI app with seamless platform and data integrations for data sources, AI models, and frameworks. Automatically upload data from a wide range of supported Azure and third-party sources. Streamline vector data processing with built-in extraction, chunking, enrichment, and vectorization, all in one flow. Support for multivector, hybrid, multilingual, and metadata filtering. Move beyond vector-only search with keyword match scoring, reranking, geospatial search, and autocomplete.Starting Price: $0.11 per hour -
8
Amazon SageMaker
Amazon
Amazon SageMaker is an advanced machine learning service that provides an integrated environment for building, training, and deploying machine learning (ML) models. It combines tools for model development, data processing, and AI capabilities in a unified studio, enabling users to collaborate and work faster. SageMaker supports various data sources, such as Amazon S3 data lakes and Amazon Redshift data warehouses, while ensuring enterprise security and governance through its built-in features. The service also offers tools for generative AI applications, making it easier for users to customize and scale AI use cases. SageMaker’s architecture simplifies the AI lifecycle, from data discovery to model deployment, providing a seamless experience for developers. -
9
Deep Lake
activeloop
Generative AI may be new, but we've been building for this day for the past 5 years. Deep Lake thus combines the power of both data lakes and vector databases to build and fine-tune enterprise-grade, LLM-based solutions, and iteratively improve them over time. Vector search does not resolve retrieval. To solve it, you need a serverless query for multi-modal data, including embeddings or metadata. Filter, search, & more from the cloud or your laptop. Visualize and understand your data, as well as the embeddings. Track & compare versions over time to improve your data & your model. Competitive businesses are not built on OpenAI APIs. Fine-tune your LLMs on your data. Efficiently stream data from remote storage to the GPUs as models are trained. Deep Lake datasets are visualized right in your browser or Jupyter Notebook. Instantly retrieve different versions of your data, materialize new datasets via queries on the fly, and stream them to PyTorch or TensorFlow.Starting Price: $995 per month -
10
Mixedbread
Mixedbread
Mixedbread is a fully-managed AI search engine that allows users to build production-ready AI search and Retrieval-Augmented Generation (RAG) applications. It offers a complete AI search stack, including vector stores, embedding and reranking models, and document parsing. Users can transform raw data into intelligent search experiences that power AI agents, chatbots, and knowledge systems without the complexity. It integrates with tools like Google Drive, SharePoint, Notion, and Slack. Its vector stores enable users to build production search engines in minutes, supporting over 100 languages. Mixedbread's embedding and reranking models have achieved over 50 million downloads and outperform OpenAI in semantic search and RAG tasks while remaining open-source and cost-effective. The document parser extracts text, tables, and layouts from PDFs, images, and complex documents, providing clean, AI-ready content without manual preprocessing. -
11
BilberryDB
BilberryDB
BilberryDB is an enterprise-grade vector-database platform designed for building AI applications that handle multimodal data, including images, video, audio, 3D models, tabular data, and text, across one unified system. It supports lightning-fast similarity search and retrieval via embeddings, allows few-shot or no-code workflows to create powerful search/classification capabilities without large labelled datasets, and offers a developer SDK (such as TypeScript) as well as a visual builder for non-technical users. The platform emphasises sub-second query performance at scale, seamless ingestion of diverse data types, and rapid deployment of vector-search-enabled apps (“Deploy as an App”) so organisations can build AI-driven search, recommendation, classification, or content-discovery systems without building infrastructure from scratch.Starting Price: Free -
12
Superlinked
Superlinked
Combine semantic relevance and user feedback to reliably retrieve the optimal document chunks in your retrieval augmented generation system. Combine semantic relevance and document freshness in your search system, because more recent results tend to be more accurate. Build a real-time personalized ecommerce product feed with user vectors constructed from SKU embeddings the user interacted with. Discover behavioral clusters of your customers using a vector index in your data warehouse. Describe and load your data, use spaces to construct your indices and run queries - all in-memory within a Python notebook. -
13
Vectorize
Vectorize
Vectorize is a platform designed to transform unstructured data into optimized vector search indexes, facilitating retrieval-augmented generation pipelines. It enables users to import documents or connect to external knowledge management systems, allowing Vectorize to extract natural language suitable for LLMs. The platform evaluates multiple chunking and embedding strategies in parallel, providing recommendations or allowing users to choose their preferred methods. Once a vector configuration is selected, Vectorize deploys it into a real-time vector pipeline that automatically updates with any data changes, ensuring accurate search results. The platform offers connectors to various knowledge repositories, collaboration platforms, and CRMs, enabling seamless integration of data into generative AI applications. Additionally, Vectorize supports the creation and updating of vector indexes in preferred vector databases.Starting Price: $0.57 per hour -
14
VectorDB
VectorDB
VectorDB is a lightweight Python package for storing and retrieving text using chunking, embedding, and vector search techniques. It provides an easy-to-use interface for saving, searching, and managing textual data with associated metadata and is designed for use cases where low latency is essential. Vector search and embeddings are essential when working with large language models because they enable efficient and accurate retrieval of relevant information from massive datasets. By converting text into high-dimensional vectors, these techniques allow for quick comparisons and searches, even when dealing with millions of documents. This makes it possible to find the most relevant results in a fraction of the time it would take using traditional text-based search methods. Additionally, embeddings capture the semantic meaning of the text, which helps improve the quality of the search results and enables more advanced natural language processing tasks.Starting Price: Free -
15
Graviti
Graviti
Unstructured data is the future of AI. Unlock this future now and build an ML/AI pipeline that scales all of your unstructured data in one place. Use better data to deliver better models, only with Graviti. Get to know the data platform that enables AI developers with management, query, and version control features that are designed for unstructured data. Quality data is no longer a pricey dream. Manage your metadata, annotation, and predictions in one place. Customize filters and visualize filtering results to get you straight to the data that best match your needs. Utilize a Git-like structure to manage data versions and collaborate with your teammates. Role-based access control and visualization of version differences allows your team to work together safely and flexibly. Automate your data pipeline with Graviti’s built-in marketplace and workflow builder. Level-up to fast model iterations with no more grinding. -
16
MetalTrace
Trace Applications
MetalTrace®, is the world’s #1 metals industry Mill Test Report Database, Material Test Report Database, MTR software and MTR search engine. MetalTrace® integrates with all ERP systems such as SAP, Oracle, JD Edwards, Navision, AIMS, Infor SX, Trend, BPCS, Sage and more. MetalTrace® saves time and money. MetalTrace® – the standard for quality assurance document management. MetalTrace® is a fully scalable, customizable document management system designed to track metals industry quality assurance paperwork. Created by a MetalSmart™ company with metals industry expertise, MetalTrace® is suited for any company from Mills to End Users, including Service Centers, Distributors and Fabricators because the flexibility inherent in MetalTrace® allows for customization to your unique business environment. MetalTrace® provides 100% Traceability® for all documents including Mill Test Reports, Material Test Reports, MTR, Welder Certs, Certificates of Compliance, Travel Sheets, Drawings, etc.Starting Price: $5000 one-time payment -
17
Klu
Klu
Klu.ai is a Generative AI platform that simplifies the process of designing, deploying, and optimizing AI applications. Klu integrates with your preferred Large Language Models, incorporating data from varied sources, giving your applications unique context. Klu accelerates building applications using language models like Anthropic Claude, Azure OpenAI, GPT-4, and over 15 other models, allowing rapid prompt/model experimentation, data gathering and user feedback, and model fine-tuning while cost-effectively optimizing performance. Ship prompt generations, chat experiences, workflows, and autonomous workers in minutes. Klu provides SDKs and an API-first approach for all capabilities to enable developer productivity. Klu automatically provides abstractions for common LLM/GenAI use cases, including: LLM connectors, vector storage and retrieval, prompt templates, observability, and evaluation/testing tooling.Starting Price: $97 -
18
TM2
FKW Technologies
Technology Metals Market is the first spot market where direct investment in technology metals and other technology materials like graphene and graphite is possible. Essential to electric vehicles, aerospace, semi conductors and other high-tech industries, they are under great supply-demand tension and considered critical by the nations of the world. TM2 connects investors with real metal producers, making direct exposure possible with zero logistic costs. Technology Metals Market connects investors to metals issuers — miners, refiners, recyclers and mints. Listed metals are physically backed and insured in secure vaults across the world. Technology Metals are often described as critical strategic metals. Technology metals are assets under great supply risk, making them critical for multiple industries. -
19
Code Metal
Code Metal
CodeMetal is an AI-enabled code translation and deployment platform designed to help engineering teams automatically convert high-level reference code into optimized, hardware-specific implementations for edge and embedded environments. It allows developers to write algorithms in familiar languages such as Python, MATLAB, or Julia and then automatically generates low-level code tailored to the target runtime, including embedded C/C++, Rust, CUDA, or FPGA languages. Its agentic workflow analyzes module dependencies, maps equivalents across architectures, and produces a transpilation and deployment plan that developers can review or execute directly. CodeMetal emphasizes verifiable AI by combining generative techniques with formal methods to ensure translated code is tested, compliant, and production-ready, addressing the reliability concerns common in safety-critical industries. -
20
DNAsp
Fitfactory Technology
We provide metal finishing production control software that’s not only designed for metal finishing, but adaptable to different capabilities. Designed by a team with decades of experience in aerospace treatments, the system provides full Nadcap traceability from docketing to despatch. Manage production from quotation to invoice, with full paperwork generation for Nadcap compliance, including job splitting & grouping, storage of consumables and hazardous materials and control of precious metals. Every metal finisher’s different. So, not only is our system designed for the metal finishing, but we also configure the software for different industries. Include customer specifications and assign them to SFDC users to monitor vat chemical levels. Split & group operations so you can track when parts from different jobs go in the same oven. Easily produce Certificates of Conformity to ensure customers' specs match plating thickness. -
21
Simplismart
Simplismart
Fine-tune and deploy AI models with Simplismart's fastest inference engine. Integrate with AWS/Azure/GCP and many more cloud providers for simple, scalable, cost-effective deployment. Import open source models from popular online repositories or deploy your own custom model. Leverage your own cloud resources or let Simplismart host your model. With Simplismart, you can go far beyond AI model deployment. You can train, deploy, and observe any ML model and realize increased inference speeds at lower costs. Import any dataset and fine-tune open-source or custom models rapidly. Run multiple training experiments in parallel efficiently to speed up your workflow. Deploy any model on our endpoints or your own VPC/premise and see greater performance at lower costs. Streamlined and intuitive deployment is now a reality. Monitor GPU utilization and all your node clusters in one dashboard. Detect any resource constraints and model inefficiencies on the go. -
22
SuperDuperDB
SuperDuperDB
Build and manage AI applications easily without needing to move your data to complex pipelines and specialized vector databases. Integrate AI and vector search directly with your database including real-time inference and model training. A single scalable deployment of all your AI models and APIs which is automatically kept up-to-date as new data is processed immediately. No need to introduce an additional database and duplicate your data to use vector search and build on top of it. SuperDuperDB enables vector search in your existing database. Integrate and combine models from Sklearn, PyTorch, and HuggingFace with AI APIs such as OpenAI to build even the most complex AI applications and workflows. Deploy all your AI models to automatically compute outputs (inference) in your datastore in a single environment with simple Python commands. -
23
vishwa.ai
vishwa.ai
vishwa.ai is an AutoOps platform for AI and ML use cases. It provides expert prompt delivery, fine-tuning, and monitoring of Large Language Models (LLMs). Features: Expert Prompt Delivery: Tailored prompts for various applications. Create no-code LLM Apps: Build LLM workflows in no time with our drag-n-drop UI Advanced Fine-Tuning: Customization of AI models. LLM Monitoring: Comprehensive oversight of model performance. Integration and Security Cloud Integration: Supports Google Cloud, AWS, Azure. Secure LLM Integration: Safe connection with LLM providers. Automated Observability: For efficient LLM management. Managed Self-Hosting: Dedicated hosting solutions. Access Control and Audits: Ensuring secure and compliant operations.Starting Price: $39 per month -
24
Databricks Data Intelligence Platform
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
25
iMetal
Jonas Metals
In the rapidly changing world of the metal service center, it is essential companies maintain a competitive advantage. As an industry-specific package, designed to fit its diverse and competitive user base, iMetal can provide this advantage by maximizing commercial opportunity while minimizing administrative and business costs. We offer our customers multi-language, multi-currency, multi-branch, multi-product, and multi-process functionality. These are installed in every type of metal manufacturing and distribution business. The products are highly scalable and can be efficiently and cost-effectively implemented and supported in businesses ranging from 5 to over 700+ users. Design is a big deal when in the age of user experience and technological advancement. To meet our user demands, iMetal software provides an excellent environment for metal service centers to enhance sales, manage inventory, visualize production processes, and provide efficient dispatch. -
26
Cerebrium
Cerebrium
Deploy all major ML frameworks such as Pytorch, Onnx, XGBoost etc with 1 line of code. Don't have your own models? Deploy our prebuilt models that have been optimised to run with sub-second latency. Fine-tune smaller models on particular tasks in order to decrease costs and latency while increasing performance. It takes just a few lines of code and don't worry about infrastructure, we got it. Integrate with top ML observability platforms in order to be alerted about feature or prediction drift, compare model versions and resolve issues quickly. Discover the root causes for prediction and feature drift to resolve degraded model performance. Understand which features are contributing most to the performance of your model.Starting Price: $ 0.00055 per second -
27
DeepNLP
SparkCognition
SparkCognition, a leading industrial AI company, has developed a natural language processing solution that automates workflows of unstructured data within organizations so humans can focus on high-value business decisions. The DeepNLP product uses advanced machine learning techniques to automate the retrieval of information, the classification of documents, and content analytics. The DeepNLP product integrates into existing workflows to enable organizations to better respond to changes in their business and quickly get answers to specific queries or analytics that support decision-making. -
28
Amazon S3 Vectors
Amazon
Amazon S3 Vectors is the first cloud object store with native support for storing and querying vector embeddings at scale, delivering purpose-built, cost-optimized vector storage for semantic search, AI agents, retrieval-augmented generation, and similarity-search applications. It introduces a new “vector bucket” type in S3, where users can organize vectors into “vector indexes,” store high-dimensional embeddings (representing text, images, audio, or other unstructured data), and run similarity queries via dedicated APIs, all without provisioning infrastructure. Each vector may carry metadata (e.g., tags, timestamps, categories), enabling filtered queries by attributes. S3 Vectors offers massive scale; now generally available, it supports up to 2 billion vectors per index and up to 10,000 vector indexes per bucket, with elastic, durable storage and server-side encryption (SSE-S3 or optionally KMS). -
29
MetalTrax
Kimzey Software
MetalTrax is a complete, industry-specific enterprise resource planning platform designed to serve the unique operational needs of metal and steel service centers, distributors, and processing businesses by integrating core functions such as order entry, inventory control, processing transactions, production scheduling, and financial management into a single system that reflects the workflow realities of the metals industry. It supports detailed inventory tracking for diverse metal types and dimensions, complex unit conversions, and attribute-based costing tied to product characteristics such as gauge and grade, so businesses can maintain accurate stock visibility and pricing; it streamlines sales and purchase order processing with integrated CRM-style customer data, order status management, and automated credit and pricing controls that improve responsiveness and reduce errors. -
30
AutoBid SheetMetal
Trimble
Your complete sheet metal estimating software solution now part of a value-packed subscription. Designed with advanced technology and years of sheet metal experience, Trimble® AutoBid® SheetMetal is the fastest, most accurate estimating software for sheet metal contractors. Specification-driven takeoffs speed up the process by applying specs that automatically determine item properties. Smooth integration with a variety of third-party applications that accelerate estimating and job costing processes. Excel-based bid reports allows you to summarize data quickly and effectively. Customize the constructions standards to normalize your company's regulations. Your subscription includes Trimble’s market-leading AutoBid Mechanical and AutoBid SheetMetal estimating software, integrated OnScreen View graphical takeoff, Advanced Image Manager (AIM) tool, TRA-SER material and labor pricing, submittal management and Trimble Connect collaboration tools. -
31
ConfidentialMind
ConfidentialMind
We've done the work of bundling and pre-configuring all the components you need for building solutions and integrating LLMs directly into your business processes. With ConfidentialMind you can jump right into action. Deploys an endpoint for the most powerful open source LLMs like Llama-2, turning it into an internal LLM API. Imagine ChatGPT in your very own cloud. This is the most secure solution possible. Connects the rest of the stack with the APIs of the largest hosted LLM providers like Azure OpenAI, AWS Bedrock, or IBM. ConfidentialMind deploys a playground UI based on Streamlit with a selection of LLM-powered productivity tools for your company such as writing assistants and document analysts. Includes a vector database, critical components for the most common LLM applications for shifting through massive knowledge bases with thousands of documents efficiently. Allows you to control the access to the solutions your team builds and what data the LLMs have access to. -
32
LanceDB
LanceDB
LanceDB is a developer-friendly, open source database for AI. From hyperscalable vector search and advanced retrieval for RAG to streaming training data and interactive exploration of large-scale AI datasets, LanceDB is the best foundation for your AI application. Installs in seconds and fits seamlessly into your existing data and AI toolchain. An embedded database (think SQLite or DuckDB) with native object storage integration, LanceDB can be deployed anywhere and easily scales to zero when not in use. From rapid prototyping to hyper-scale production, LanceDB delivers blazing-fast performance for search, analytics, and training for multimodal AI data. Leading AI companies have indexed billions of vectors and petabytes of text, images, and videos, at a fraction of the cost of other vector databases. More than just embedding. Filter, select, and stream training data directly from object storage to keep GPU utilization high.Starting Price: $16.03 per month -
33
Flowise
Flowise AI
Flowise is an open-source platform that enables developers and teams to build AI agents and LLM-powered applications through a visual interface. The platform provides modular building blocks that allow users to create everything from simple chatbot workflows to complex multi-agent systems. With its drag-and-drop design environment, developers can rapidly prototype and deploy AI-powered applications without extensive coding. Flowise supports integrations with more than 100 large language models, embeddings, and vector databases. It also includes features such as human-in-the-loop workflows, observability tools, and execution tracing for monitoring agent behavior. Developers can extend applications through APIs, SDKs, and embedded chat interfaces using TypeScript or Python. By combining visual development tools with scalable infrastructure, Flowise simplifies the process of building and deploying production-ready AI agents.Starting Price: Free -
34
Oracle Bare Metal Servers
Oracle
Oracle bare metal servers provide customers with isolation, visibility, and control with a dedicated server. The servers support applications that require high core counts, large amounts of memory, and high bandwidth - scaling up to 128 cores (the largest in the industry), 2 TB of RAM, and up to 1 PB of block storage. Customers can build cloud environments in Oracle bare metal servers with significant performance improvements over other public clouds and on-premises data centers. The E4 family of compute instances includes the industry’s largest bare metal option, with 128 OCPUs and 2TB of memory. Most enterprise applications can be run on a single AMD-based compute instance. Bare metal servers enable customers to run high performance, latency-sensitive, specialized, and traditional workloads directly on dedicated server hardware—just as they would on-premises. Bare metal instances are ideal for workloads that need to run in nonvirtualized environments. -
35
FormingSuite
Hexagon
FormingSuite® is our premier software package for sheet metal forming. OEMs and suppliers worldwide use Formingsuite to optimize the design, feasibility, and cost of sheet metal components. FASTFORM® ADVANCED enables users to quickly and easily evaluate part and process feasibility as well as determine blank shape and spring back for sheet metal components. FASTIncremental enables users in all departments from cost, to design to the shop floor to quickly and easily evaluate part and process feasibility. COSTOPTIMIZER® is a software solution that enables Cost Engineers to develop quotations and estimates for piece part costs. Combines the power of FTI’s premier formability analysis, blank development, and blank nesting tools with specialized product cost management. FormingSuite® PROCESSPLANNER develops a detailed process plan for quoting from your 3D CAD design. It generates images to detail actions in each operation. -
36
Lightning AI
Lightning AI
Use our platform to build AI products, train, fine tune and deploy models on the cloud without worrying about infrastructure, cost management, scaling, and other technical headaches. Train, fine tune and deploy models with prebuilt, fully customizable, modular components. Focus on the science and not the engineering. A Lightning component organizes code to run on the cloud, manage its own infrastructure, cloud costs, and more. 50+ optimizations to lower cloud costs and deliver AI in weeks not months. Get enterprise-grade control with consumer-level simplicity to optimize performance, reduce cost, and lower risk. Go beyond a demo. Launch the next GPT startup, diffusion startup, or cloud SaaS ML service in days not months.Starting Price: $10 per credit -
37
WenDuct
Wendes Systems
WenDuct HVAC covers all aspects of commercial and industrial sheet metal estimating. Wendes Sheet Metal estimating systems are modular providing the most advanced screen takeoff technology and fastest "real time database".Starting Price: $3,500.00 -
38
For workloads and applications that demand robust compute and reliable performance, choose INAP Bare Metal, your high-performance, single-tenant hosting solution. Your custom-configured or on-demand solution includes dedicated CPU with the latest Intel® Xeon® processors, up to 1 TB RAM, NVMe storage and increased disk I/O for more consistent networking and control than virtual servers. INAP Bare Metal server hosting delivers the hardware, specs and customization you need to power your mission-critical applications. Choose a starting point to begin your order. Upgrade to Managed Bare Metal with INAP Intelligent Monitoring for proactive support, service transparency and consistent results. The highway for your horsepower. Your Bare Metal solution includes Performance IP, INAP’s route-optimized IP service that dynamically routes packets along the lowest-latency path. Close the gap between audience and application.Starting Price: $70 per month
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39
METFIN
Compex Integrated Systems
Metfin-MS is flexible ERP software designed specifically for Metal and Surface Finishers. Built on our Integrated Business Management System, Metfin-MS provides your metal finishing shop with everything you need to gather, organize and quickly access vital production and financial information. Integrated in nature, yet modular by design, our software allows all team members within your organization to contribute and participate and share information without bottleneck or repetitive data entry. Due to its flexible design, Metfin-MS can be configured to run on just about any platform. Daily precious metal price tracking with automatic invoice pricing factors. Job revenue distribution linked to general ledger accounts. -
40
Xilinx
Xilinx
The Xilinx’s AI development platform for AI inference on Xilinx hardware platforms consists of optimized IP, tools, libraries, models, and example designs. It is designed with high efficiency and ease-of-use in mind, unleashing the full potential of AI acceleration on Xilinx FPGA and ACAP. Supports mainstream frameworks and the latest models capable of diverse deep learning tasks. Provides a comprehensive set of pre-optimized models that are ready to deploy on Xilinx devices. You can find the closest model and start re-training for your applications! Provides a powerful open source quantizer that supports pruned and unpruned model quantization, calibration, and fine tuning. The AI profiler provides layer by layer analysis to help with bottlenecks. The AI library offers open source high-level C++ and Python APIs for maximum portability from edge to cloud. Efficient and scalable IP cores can be customized to meet your needs of many different applications. -
41
Entry Point AI
Entry Point AI
Entry Point AI is the modern AI optimization platform for proprietary and open source language models. Manage prompts, fine-tunes, and evals all in one place. When you reach the limits of prompt engineering, it’s time to fine-tune a model, and we make it easy. Fine-tuning is showing a model how to behave, not telling. It works together with prompt engineering and retrieval-augmented generation (RAG) to leverage the full potential of AI models. Fine-tuning can help you to get better quality from your prompts. Think of it like an upgrade to few-shot learning that bakes the examples into the model itself. For simpler tasks, you can train a lighter model to perform at or above the level of a higher-quality model, greatly reducing latency and cost. Train your model not to respond in certain ways to users, for safety, to protect your brand, and to get the formatting right. Cover edge cases and steer model behavior by adding examples to your dataset.Starting Price: $49 per month -
42
Predibase
Predibase
Declarative machine learning systems provide the best of flexibility and simplicity to enable the fastest-way to operationalize state-of-the-art models. Users focus on specifying the “what”, and the system figures out the “how”. Start with smart defaults, but iterate on parameters as much as you’d like down to the level of code. Our team pioneered declarative machine learning systems in industry, with Ludwig at Uber and Overton at Apple. Choose from our menu of prebuilt data connectors that support your databases, data warehouses, lakehouses, and object storage. Train state-of-the-art deep learning models without the pain of managing infrastructure. Automated Machine Learning that strikes the balance of flexibility and control, all in a declarative fashion. With a declarative approach, finally train and deploy models as quickly as you want. -
43
Lumen Edge Bare Metal
Lumen
Optimize app performance with dedicated Lumen® Bare Metal servers on edge nodes designed to deliver 5ms or less of latency. Your high-bandwidth, real-time workloads can’t afford delays. Edge Bare Metal offers flexible access to a distributed network of high-capacity bare metal servers designed to deliver 5ms or better of latency and geared to maximize security, performance and orchestration control. Multiple operating systems and usage models available. Combination of container technology and bare metal servers with pay-as-you-go, turn-on/turn-off flexibility. Container bin packaging for more efficient hardware use. Flexible server and storage configuration options. Choose an operating system, configuration size and pricing model that's tailored to deliver consistent performance for your compute-intensive applications. Protect data with dedicated physical servers geared to offer secure, single-tenancy, user-defined firewall policies and fully encrypted local storage.Starting Price: $1854 per month -
44
Marqo
Marqo
Marqo is more than a vector database, it's an end-to-end vector search engine. Vector generation, storage, and retrieval are handled out of the box through a single API. No need to bring your own embeddings. Accelerate your development cycle with Marqo. Index documents and begin searching in just a few lines of code. Create multimodal indexes and search combinations of images and text with ease. Choose from a range of open source models or bring your own. Build interesting and complex queries with ease. With Marqo you can compose queries with multiple weighted components. With Marqo, input pre-processing, machine learning inference, and storage are all included out of the box. Run Marqo in a Docker image on your laptop or scale it up to dozens of GPU inference nodes in the cloud. Marqo can be scaled to provide low-latency searches against multi-terabyte indexes. Marqo helps you configure deep-learning models like CLIP to pull semantic meaning from images.Starting Price: $86.58 per month -
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BuyScrapApp
BuyScrapApp
BuyScrapApp Scrap Metal & e-Waste Buying Software. Designed by real scrap dealers, BuyScrapApp is an easy-to-use software recycling solution for buying scrap metals, e-Waste, CRV and re-marketable goods. Our affordable app gives you the ability to scale from one computer to several yards and users easily. A computer, printer and webcam is all you need to get started.Starting Price: $49.99 -
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METFAB-2000
Compex Integrated Systems
Metfab-2000 is flexible ERP software designed specifically for Metal Fabrication Shops. Built on our Integrated Business Management System, Metfab-2000 provides your metal fabrication shop with everything you need to gather, organize, and quickly access vital production and financial information. Integrated into nature, yet modular by design, our software allows all team members within your organization to contribute and participate and share information without bottleneck or repetitive data entry. Due to its flexible design, Metfab-2000 can be configured to run on just about any platform. This all-inclusive all-in-one ERP package includes features like a customer contact (CRM) module, quotes, and job estimates, job order production scheduling and tracking, shipping order, accounts receivable, accounts payable, inventory control, purchase order, time & attendance, general ledger and many more features designed just for metal fabricators! -
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Boris FX Sapphire
Boris FX
Sapphire plug-ins let you create stunning organic looks unmatched by any host native effect tools. Key features include over 270 effects and 3000+ presets, a powerful effect and transition builder, and integrated tracking and masking with the academy award-winning mocha. Sapphire’s superior image quality, control, and render speed offers massive time-savings — allowing creatives to focus on what matters most, delivering an impact that keeps audiences coming back. Mac users with Sapphire 2021 will rejoice with the introduction of Metal GPU acceleration for over 60 Sapphire effect. Dramatic speed gains can be achieved with Metal acceleration in Sapphire; S_Rays renders over 4x faster with metal than CPU only. Performance can vary depending on GPU specs, host application, OS version, and individual Sapphire effects, but on average Sapphire 2021 with Metal acceleration renders 20% faster than CPU only.Starting Price: $47 per month -
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FastDUCT
FastEST, Inc.
FastDUCT is commercial HVAC estimating software that simplifies bidding sheet metal and industrial ductwork jobs. FastDUCT can easily handle complex jobs using either your company construction standards or purchased duct. Plus... your reports and spreadsheets will seamlessly integrate with FastPIPE for a complete plumbing, mechanical and HVAC solution! FastDUCT is ready-to-go HVAC estimating software designed to meet the needs of commercial and industrial sheet metal contractors who need a fast and accurate tool to estimate construction costs. We support takeoff and reporting of rectangular, round, and oval ductwork as well as sheet metal and HVAC equipment. FastDUCT is also tightly integrated with FastPIPE and the two work together to produce fast, accurate and complete price quotes integrated into a single Microsoft Excel spreadsheet. And best of all... FastDUCT is backed by our unconditional 60-day money-back guarantee.Starting Price: $225/lease/per month/user -
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We listened and lowered our bare metal and virtual server prices. Same power and flexibility. A graphics processing unit (GPU) is “extra brain power” the CPU lacks. Choosing IBM Cloud® for your GPU requirements gives you direct access to one of the most flexible server-selection processes in the industry, seamless integration with your IBM Cloud architecture, APIs and applications, and a globally distributed network of data centers. IBM Cloud Bare Metal Servers with GPUs perform better on 5 TensorFlow ML models than AWS servers. We offer bare metal GPUs and virtual server GPUs. Google Cloud only offers virtual server instances. Like Google Cloud, Alibaba Cloud only offers GPU options on virtual machines.
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FinetuneFast
FinetuneFast
FinetuneFast is your ultimate solution for finetuning AI models and deploying them quickly to start making money online with ease. Here are the key features that make FinetuneFast stand out: - Finetune your ML models in days, not weeks - The ultimate ML boilerplate for text-to-image, LLMs, and more - Build your first AI app and start earning online fast - Pre-configured training scripts for efficient model training - Efficient data loading pipelines for streamlined data processing - Hyperparameter optimization tools for improved model performance - Multi-GPU support out of the box for enhanced processing power - No-Code AI model finetuning for easy customization - One-click model deployment for quick and hassle-free deployment - Auto-scaling infrastructure for seamless scaling as your models grow - API endpoint generation for easy integration with other systems - Monitoring and logging setup for real-time performance tracking
