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Highest reviewed

Prompt / app frameworks

Ranked by Overall Score among the Prompt / app frameworks 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. LiteLLM

    8.0/10 · Recommend

    Platform and AI engineering teams that want a self-hosted LLM gateway with budgets, routing, and one API across many providers.

    Open review →

  2. Portkey

    7.9/10 · Recommend

    Platform teams that need one gateway for multi-model routing, fallbacks, budgets, and request logs in front of many LLM providers.

    Open review →

  3. Helicone

    7.8/10 · Recommend

    Startups and product teams shipping LLM features that need gateway routing, tracing, and prompt debugging with a low starting price.

    Open review →

  4. Not Diamond

    7.4/10 · Conditional recommend

    Engineering teams with coding agents or high-volume LLM workloads spread across several models, who want routing and cost control added on top of the gateway and harness they already use.

    Open review →

  5. PromptLayer

    6.9/10 · Conditional recommend

    Product teams that change prompts often and want a log and version history beside the app.

    Open review →

Last updated October 2026 · 5 published reviews in this subcategory