The reputation index for AI infrastructure Vol. I · No. 1 · 10 July 2026

DatumIndex

Sine ira et studio — the record, without favour

Provider Dossier · GPU Cloud

Hyperbolic

Cheap open-model inference plus raw GPU rental.

The Datum Index verdict

Sound, with caveats

Ranked No. 20 of 20 in our composite reputation index, and currently improving.

76 / 100

≈ 3.8 / 5 aggregate · 160 reviewer notes

Composite index · reviewed 10 July 2026

Findings

  1. Hyperbolic holds a Datum Index composite reputation of 76 / 100 (≈ 3.8 / 5), ranked No. 20 of 20.
  2. It is a gpu cloud based in San Francisco, USA, founded 2023, offering open-weight model access.
  3. Its flagship offering is Open models + rentable GPUs, exposed through an OpenAI-compatible API.
  4. Indicative pricing is $0.40 / 1M tokens in / $0.40 / 1M tokens out (seed confidence).
  5. Reference throughput is ~115 tok/s with ~350 ms time-to-first-token; stated uptime is 99.3%.
Figure · Dossier No. 20 Standing relative to the field
  • Hyperbolic 76
  • Field mean (20 providers) 83
  • Index leader (OpenAI) 91
Composite index (0–100), ranked No. 20 of 20. Source: Datum Index, reviewed 10 July 2026. Editorial composite — indicative, not a measured benchmark.

Hyperbolic enters our index at No. 20, a placement that reads as sound, with caveats. The composite rests on 160 reviewer notes gathered across the public record, and it is best understood not as a score out of ten but as a standing among peers. The trend line is pointed upward: reviewer sentiment has strengthened over recent quarters.

Read what follows as an editorial assessment rather than a datasheet. Where a figure below carries a seed mark, treat it as an illustration of the shape of the offering, not a quotable fact.

In its favour

Cheap open-model inference plus raw GPU rental.

On the numbers that flatter it: open-weight access, 1 named compliance attestation, and a reference throughput of ~115 tokens per second.

Points of concern

Young platform; thinner compliance coverage.

The caveat a buyer should price in before committing production traffic. As with every entry, we weigh it against the field rather than against perfection.

Incident & Uptime Note

The record of being there

Hyperbolic states an availability of 99.3%. Held over a full year, that headline implies on the order of 61.3 hours of cumulative unavailability — a useful sense of scale, though real incidents cluster rather than spread evenly, and a single bad afternoon can outweigh a quiet quarter.

Datum Index does not operate first-party probes. Uptime here is drawn from the provider's own status disclosures and the public incident record; it is a reputation input, not an SLA. Where a provider publishes a status page, we recommend watching it directly before committing critical traffic.

Key Facts

The record, in brief

CategoryGPU Cloud
HeadquartersSan Francisco, USA
Founded2023
Model accessOpen-weight
Flagship / referenceOpen models + rentable GPUs · Llama 3.3 70B
OpenAI-compatible APIYes
Indicative price (in / out) $0.40 / 1M tokens / $0.40 / 1M tokens seed
Reference throughput~115 tok/s
Reference TTFT~350 ms
Stated uptime99.3%
ComplianceGDPR
Composite reputation 76 / 100 · ≈ 3.8 / 5 · 160 notes

Reviewer Notes

What the field says

The 160 notes behind Hyperbolic's standing are drawn from the accumulated public verdict of practitioners — the recurring praises and the recurring gripes — rather than from any single survey. Two themes dominate. Admirers return to one point above all: Cheap open-model inference plus raw GPU rental. Detractors return to another: Young platform; thinner compliance coverage.

We publish neither individual reviews nor reviewer identities; the composite is an editorial synthesis, and the reviewer-note count is an order-of-magnitude indication of how much public signal informs it.

Cross-references

Related dossiers · see also

Peer entries in the same or adjacent category, for comparison against Hyperbolic's standing.

Back to the Reputation Index Read §01 — The Landscape