Verified Community Tool Gate of AI Ecosystem

Folkbench

Uptime, latency and price for AI API relays

مجاني Code October 30, 2026
Tool Overview

Folkbench is a measurement toolkit for AI API gateways and relays. It publishes per-model success rate, response time and listed price, and ships Folkbench Switch, an open-source desktop app that writes a chosen Base URL and key into Claude Code, Codex or Gemini CLI after a diff preview.

Key Features & Capabilities

Core highlights, automation workflows, and capabilities offered by this tool

Standardized relay rankings

Compares services for the same AI model using the same published evaluation criteria, helping users assess availability, latency, pricing, and report status without mixing incompatible benchmarks.

Published evaluation reports

Provides service-level reports that document what was tested, when the check occurred, response timing, availability outcomes, and notes on errors, timeouts, or missing data.

Image and video model evaluation

Tracks media-generation services with signals such as success rate, P95 generation time, published samples, service coverage, and official pricing where available.

On-demand service testing: Lets users select a listed model and service, confirm authorization to test, and receive a report for a more current, decision-specific service check.

Best Suited For

AI developers and teams choosing an AI API relay or gatewayWithin-model comparison of AI API relays

How It Works (Step-by-Step)

The end-to-end user journey from input to automated output

1

Step 1

Browse the directory and select an AI model and API relay/service.

2

Step 2

Review published evaluation signals, including availability, response speed, pricing, report status, and—where available—media-generation success rate and P95 generation time.

3

Step 3

Open a service report or run an on-demand check when you are authorized to test the service, then use the resulting report to compare providers.

Integrations & Supported Platforms
AI API relay servicesAI language modelsimage generation modelsvideo generation models

Frequently Asked Questions

Quick answers to common questions regarding functionality, billing, and access

Is it free to try?
The provided content does not state whether Folkbench or its on-demand testing is free. It displays service pricing for some API relays, while other prices may be unpublished.
Who is it for?
It is for people evaluating AI models and API relay services, including developers and teams that want to compare service availability, latency, stability, pricing, and media-generation performance.
How does it work?
Folkbench ranks services for the same model using published checks and shows measurement dates. Users can browse models and services, open evaluation reports, or run an authorized on-demand service check and review the report.

Was this community tool review helpful?

GateOfAI AI Guide
Online
Hello! Welcome to GateOfAI. I am your guide copilot. I can answer questions about our SaaS tools, pricing, vetted developers, and escrow safety. How can I help you today?