Home / Directory / Infrastructure / Inference & model hosting / Highest reviewed

Highest reviewed

Inference & model hosting

Ranked by Overall Score among the Inference & model hosting vendors we have published reviews for. Scores come from the same methodology as each full review. This page is for comparing leaders; browse the subcategory to see the full field.

  1. Modal

    8.4/10 · Recommend

    Teams that want elastic GPU jobs and agent sandboxes without reserving a cluster.

    Open review →

  2. Replicate

    8.0/10 · Recommend

    Product and ML teams that need fast hosted inference for open models, prototypes, and production endpoints with usage billing.

    Open review →

  3. Beam

    7.8/10 · Recommend

    AI startups and developers serving open models, running agent sandboxes, or batch jobs who want Python-first deploys and pay-per-use GPUs.

    Open review →

  4. Cerebrium

    7.8/10 · Recommend

    Teams running real-time voice agents, video models, or custom LLMs that want serverless GPUs, multi-region deploys, and data residency without an infrastructure team.

    Open review →

  5. Together AI

    7.3/10 · Conditional recommend

    Teams serving open models who want a hosted endpoint now and a dedicated option later.

    Open review →

Last updated October 2026 · 5 published reviews in this subcategory