---
title: "AI Token Router vs Hyperbolic"
canonical: "https://router.xark.io/compare/hyperbolic"
description: "AI Token Router vs Hyperbolic: Open-access GPU cloud with serverless inference alongside."
section: "provider-comparisons"
updated: "2026-09-02"
source: "https://router.xark.io/compare/hyperbolic.md"
---

# AI Token Router vs Hyperbolic

Open-access GPU cloud with serverless inference alongside.

**Availability:** 7 of the 24 catalogued models are callable today. The rest are listed at their intended rate but no configured upstream serves them, so a request naming one returns `no available channel`. Every table below marks which is which.

## Side by side

| Dimension | AI Token Router | Hyperbolic | Edge |
| --- | --- | --- | --- |
| Raw GPU access | Not offered — tokens only | On-demand H100 / H200 / B200 with no quota limits, no long-term contract | Hyperbolic |
| Path beyond serverless | None — if you outgrow the API you leave | Reserved clusters and private cloud on the same account | Hyperbolic |
| Pricing transparency | Every model's rate published, with the official rate beside it — 36–43% below official | The worst on this list: /pricing and /inference both return 404, and no per-token rate card exists anywhere on their domain | AI Token Router |
| Inference billing unit | Per token, published per model | Their billing docs describe serverless inference as billed "per API call" — a unit that does not scale with request size | AI Token Router |
| Minimum spend | None. Load any amount and start | $5 minimum initial credit purchase, and you must hold a balance covering at least an hour of instance runtime | AI Token Router |
| Model catalog currency | 24 catalogued models, 7 servable, each dated and stated | No current model list published; the catalogue that third parties document is 2024-era and we could not confirm it | AI Token Router |
| Video generation | Yes — /v1/video/generations, billed at a fixed 5-second duration during rollout | No evidence of video models | AI Token Router |
| API surface | OpenAI-compatible across chat/completions, responses, completions, embeddings, images, speech and video | Serverless inference exists but is not merchandised; the site sells GPUs | AI Token Router |

## Choose Hyperbolic when

If what you actually want is compute rather than tokens, Hyperbolic is a real offer and we have nothing comparable. On-demand H100s, H200s and B200s with no quota limits and no contract, a $5 entry point, credits that are 1:1 with dollars, and a route through reserved clusters to private cloud if the workload grows. Anyone running their own fine-tunes, training jobs, or a model we do not carry should be renting GPUs, not buying tokens — and they are a reasonable place to do it.

## Choose AI Token Router when

For serverless inference specifically, the comparison is hard to make at all: Hyperbolic's pricing and inference pages both 404, no per-token rate card is published anywhere on their site, and their own billing docs describe inference as billed per API call rather than per token. We publish every rate with the official rate next to it, and prepaid credits mean a hard ceiling rather than a minimum.