Product category

Models and AI infrastructure

Every product we track in models and AI infrastructure, in 12 categories from scientific models to multimodal models.

1,465 products678 companies12 categoriesUpdated Oct 27, 2026

Categories in models and AI infrastructure

Where they rank. Scored out of 100 on public evidence.

All rankings

Products

1,465 products from 678 companies

  • Batch Speech-to-Text by Speechmatics

    Batch file transcription for processing thousands of hours of pre-recorded audio and video files with full feature support.

    Speech and audio modelsFrom $0.12/hourAlso from Speechmatics: Chapters, On-Device Speech-to-Text, Real-Time Speech-to-Text and 7 more

    #2 in Transcribe conversations, healthcare and life sciences
  • Arize AX by Arize AI, Inc.

    Managed AI engineering platform for improving AI agents and applications by observing real behavior, evaluating quality, and proving each change works before you ship.

    Free planCustom pricing

    #1 in Evaluate AI systems
  • Orthogonal

    Unified API platform for AI agents to discover, call, and pay for 40+ third-party services through one SDK, REST API, or MCP integration.

    Model APIs and gatewaysFree planFrom $10

    #1 in Access tools and integrations
  • Braintrust

    The AI observability platform for building quality AI products.

    AI evaluation and observabilityFree planFrom $249/monthAlso from Braintrust: Discover, Evaluate, Observe

    #2 in Evaluate AI systems
  • The Context Company

    Monitor and improve AI agents in production.

    AI evaluation and observabilityFree planFrom $400/month

    #2 in Analyze customer feedback
  • Cekura

    End-to-end voice and chat AI testing and observability platform.

    AI evaluation and observabilityFree planFrom $0.25

    #3 in Evaluate AI systems
  • Chronicle Labs

    Web-based platform that turns production data into staging environments for AI agent testing and validation, catching failures before users do.

    AI evaluation and observabilityFree plan

    #4 in Evaluate AI systems
  • Voker

    The Agent Analytics Platform for monitoring and improving your AI agents in the wild.

    AI evaluation and observabilityFree planFrom $400/month

    #10 in Monitor applications
  • Roark

    Simulation testing and evals platform for voice and chat AI agents.

    Free plan

    #1 in Evaluate AI systems, technology and software
  • Industrial AI by Intelecy AS

    No-code AI platform enabling process engineers and operators to build and deploy machine learning models for efficiency, resource optimization, emissions prevention…

    MLOps and deploymentFree trial

    #1 in Detect data anomalies, manufacturing and industrial
  • AI Governance by Adaptive Security

    Visibility, policy enforcement, and coaching to ensure safe AI tool use.

    AI safety and governanceFree trialCustom pricing

    #3 in Monitor compliance
  • Continuous Compliance by Scytale

    Continuous monitoring of controls and compliance across every active framework with automated evidence collection and regulatory radar.

    AI safety and governanceAlso from Scytale: Vendor Risk Management, AI Agent, AI Security Questionnaires and 2 more

    #4 in Monitor compliance
Showing 12 of 678 companies