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Head to head · 2026

AI/ML API vs Respan

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

AI/ML API

Single OpenAI-compatible endpoint for calling GPT, Claude, Gemini, and 400-plus other AI models

4.1$20/mo

Visit AI/ML API (opens AI/ML API in a new tab)

Respan

One endpoint to 1,000 models, with tracing, evaluation and alerting behind it

4.1Free

Visit Respan (opens Respan in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Respan does not list a price

  • Free plan

    Respan

    Only Respan has one

  • Higher rating

    Tie

    4.1 against 4.1

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onAI/ML APIRespan
Our rating4.14.1
Starts at$20/moFree
Free planNoYesBetter
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $20/moFree
Key features
  • Single endpoint for 400-plus AI models
  • OpenAI SDK-compatible, no code rewrite needed to switch models
  • Unified credit-based billing across all providers
  • Free starter tokens for new accounts
  • Coverage across text, image, video, audio, and code models
  • Single gateway endpoint to 1,000-plus models
  • Automatic fallbacks and response caching
  • Tracing of every call, tool run and agent action
  • Evaluations by LLM judge, deterministic check or human review
  • Cost, latency and token monitoring with alerts
Pros
  • One integration covers hundreds of models instead of numerous separate SDKs
  • OpenAI-compatible format keeps migration effort low for existing projects
  • No monthly subscription commitment, pure pay-as-you-go
  • Automatic fallback keeps an app up through a provider outage
  • Routing, tracing and evaluation in one layer rather than three
  • Free to start
Cons
  • No permanent free tier once starter tokens are used
  • $20 minimum prepaid balance is a barrier for casual experimentation
  • Founding date reporting is inconsistent across public sources
  • No published pricing tiers for production volume
  • A gateway adds a hop and a dependency to every request
  • LLM-judge evaluation inherits the judging model's biases
CompanyAI/ML API, founded 2021Keywords AI, Inc.

Prices come from each vendor's pricing page, last checked 20260814. Check the vendor before you buy.

FAQ

Questions people ask

Is AI/ML API better than Respan?

In our reviews AI/ML API scores 4.1 and Respan scores 4.1. The better pick depends on the job. AI/ML API: Single OpenAI-compatible endpoint for calling GPT, Claude, Gemini, and 400-plus other AI models. Respan: One endpoint to 1,000 models, with tracing, evaluation and alerting behind it.

Which is cheaper, AI/ML API or Respan?

AI/ML API: from $20/mo. Respan: free.

Do AI/ML API and Respan have free plans?

Only Respan has a free plan.

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