Freemium

Respan

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

4.1 Very good 4.1

Bottom line: Respan is a strong ai infrastructure & agent tooling tool, best known for single gateway endpoint to 1,000-plus models. It has a free plan.

Automatic fallback keeps an app up through a provider outage No published pricing tiers for production volume
Reviewed by Challenging Voice Editorial · Updated Aug 2026 How we rate
PricingFree
Free planYes
CompanyKeywords AI, Inc.
PlatformsAPI, Web
Best forAI Infrastructure & Agent Tooling
Visits15
Last reviewedAug 2026
UpdatedAug 2026
Ask AI about Respan ChatGPT Claude Perplexity

Overview

Respan is LLM infrastructure from Keywords AI. A gateway routes traffic through a single endpoint to more than a thousand models with automatic fallbacks and response caching, observability traces every call, tool run and agent action with latency, cost and token detail, and evaluations score outputs with LLM judges, deterministic checks or human review.

Automatic fallback is the unglamorous feature that earns its keep. Model providers have outages, rate limits arrive without warning, and an application whose only route to a model is one provider’s endpoint fails whenever that provider does. Rerouting mid-incident is the difference between degraded and down.

The Y Combinator company reports more than 80 trillion tokens processed. It starts free with no published tiers, so cost at production volume is unknown until you ask. A gateway is another hop in the request path and its own dependency, and LLM-judge evaluation inherits the judgement of the model doing the judging.

Key features

  • 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

Screenshots & demo

Respan screenshot 1

Pricing

Respan offers a free plan, with paid upgrades for higher limits and more features.

  • Pricing modelFreemium
  • Starting priceFree
  • Free planYes
Visit Respan

Pricing is provided as a guide. Check the official site for the latest plans.

Is Respan expensive?

Respan has no advertised paid tier. Among the 51 priced tools we list in AI Infrastructure & Agent Tooling, the median entry price is $29 a month.

59% of AI Infrastructure & Agent Tooling tools in the directory offer a free tier, and this is one of them.

Compared against every priced listing in AI Infrastructure & Agent Tooling, recalculated as the catalogue changes. Method and the full market breakdown are in our AI tool pricing study.

Pros & cons

Pros

  • 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 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

How it compares

ToolRatingFreeFromBest known for
Respan (this tool)4.1YesFreeSingle gateway endpoint to 1,000-plus models
Ollama4.6YesFreeRun open models locally with a single command
Hugging Face4.5Yes$9/moPublic hub hosting hundreds of thousands of open models, datasets, and Spaces
Replicate4.5NoSingle API to run thousands of community-contributed open-source models

Our verdict

4.1 / 5 4.1

Respan is a strong ai infrastructure & agent tooling tool, best known for single gateway endpoint to 1,000-plus models. It offers a free plan.

What makes it different: Respan stands out for single gateway endpoint to 1,000-plus models.

How we score it
Overall 4.1
Value for money 4.7
Feature depth 4.9
Popularity 4.0
Best for ProfessionalsTeamsCreatorsCurious learners

Frequently asked questions

What is Respan?
Respan is an ai infrastructure & agent tooling tool listed in the Challenging Voice directory. One endpoint to 1,000 models, with tracing, evaluation and alerting behind it.
Is Respan free?
Yes, Respan offers a free plan. Paid plans unlock more features and higher usage limits.
What are the best Respan alternatives?
Popular alternatives to Respan include Trace, flAim, and Superflows. Browse them all in the AI Infrastructure & Agent Tooling category.
Is Respan any good?
Respan scores 4.1 out of 5 based on our editorial review.

Reviews

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