Platforms & Infrastructure

NVIDIA NeMo alternatives

Explore 8 options alongside NVIDIA NeMo (NVIDIA), a product in Platforms & Infrastructure.

Candidates share an existing guide group, a comparison, or specific tags within the same category. This shortlist is not a ranking or a test result.

CoreWeave Forge

Related: shares the task Running models yourself, Data analysis

AI development environment incorporating Weights & Biases experiment tracking, Weave evaluations and model lifecycle services.

Freemium

Use cases

  • Investigation of agent failures
  • Regression evaluation of AI applications

Pricing: Free supports personal development with limited storage and ingestion. Pro starts at USD 60 per month billed monthly; storage, Weave ingestion, inference and sandbox compute have separate meters. Academic access has eligibility requirements, not a blanket commercial exemption.

Pricing ↗ · Sources

This record was last reviewed on 2026-11-03.

AutoGluon

Related: shares the task Data analysis

AutoML library for training predictive models on tabular, time-series and multimodal data.

Open (open weights/source)

Use cases

  • Predictive analytics
  • Development and operation of machine learning workflows

Pricing: AutoGluon is an Apache-2.0 Python library rather than a hosted subscription. Budget training and inference compute, storage and any separately licensed model assets; managed services built with AutoGluon have their own charges.

Documentation ↗ · Sources

This record was last reviewed on 2026-11-03.

Dataiku

Related: shares the task Data analysis

Collaborative data and AI platform combining visual recipes, code and governed AI workflows.

Freemium

Use cases

  • Predictive analytics
  • Development and operation of machine learning workflows

Pricing: A managed cloud trial and a downloadable Free edition are distinct options. Commercial cloud, on-premises and hybrid requirements need the appropriate enterprise agreement; the cloud trial should not be presented as a perpetual free hosted service.

Pricing ↗ · Sources

This record was last reviewed on 2026-11-03.

DataRobot

Related: shares the task Data analysis

Enterprise AI platform for building predictive models, operating deployments and governing agents.

Paid

Use cases

  • Predictive analytics
  • Development and operation of machine learning workflows

Pricing: DataRobot provides a trial and commercial platform licensing. Public pages reviewed here do not establish one comparable subscription amount; model building, deployments, governance and hosting requirements should be included in a sales quote rather than treating the trial as a permanent free tier.

Documentation ↗ · Sources

This record was last reviewed on 2026-11-03.

H2O.ai

Related: shares the task Data analysis

Enterprise AI platform combining automated predictive modeling, generative AI tools and model operations.

Paid

Use cases

  • Predictive analytics
  • Development and operation of machine learning workflows

Pricing: H2O AI Cloud is sold through an annual license based on compute and memory, with a vendor quote. H2O-3 and other open-source components have their own licenses; free access to one component does not include Driverless AI or the complete enterprise platform.

Documentation ↗ · Sources

This record was last reviewed on 2026-11-03.

Akkio

Related: shares the task Data analysis

No-code AI analytics platform for media agencies, with chat-based data exploration, predictive modeling, and forecasting.

Paid

Use cases

  • Agencies forecasting campaign performance for clients
  • Scoring and prioritizing sales leads without data scientists
  • Analyzing business data through natural-language questions

Pricing: Akkio is sold as an enterprise AI analytics platform for media agencies with custom, quote-based pricing; no public plan tiers or free trial are listed.

Pricing ↗ · Sources

This record was last reviewed on 2026-10-10.

Aleph Alpha

Related: shares the task Running models yourself

German AI company that builds sovereign large language models and enterprise AI platforms for industry, public-sector, and defense customers.

Paid

Use cases

  • Public-sector and defense applications that require data to stay in Europe
  • Enterprise assistants in industry, administration, and science
  • Research collaborations on transparent language models

Pricing: Aleph Alpha sells to organizations rather than consumers and does not publish list prices; commercial terms are arranged directly with enterprise and public-sector customers.

Documentation ↗ · Sources

This record was last reviewed on 2026-09-10.

Amazon Bedrock

Related: shares the task Running models yourself

Managed AWS service for building applications with foundation models from multiple providers via one API.

Paid

Use cases

  • Enterprise apps that need a choice of models under one API
  • RAG systems grounded in private company data
  • Regulated workloads requiring AWS data controls

Pricing: Pricing is usage-based per input/output token, with on-demand and provisioned-throughput options.

Pricing ↗ · Documentation ↗ · Sources

This record was last reviewed on 2026-10-09.

Full NVIDIA NeMo profile → · All Platforms & Infrastructure products →