Overview
Strengths & Best For
HIGHRESO is a Japanese GPU cloud operating from its own data centers in Japan, offering H100 and A100 instances with competitive on-demand pricing and Japanese data residency for APAC-based AI teams. On-demand and reserved billing options are available, making it a reliable option for Japanese enterprises and APAC teams that need GPU compute within Japan's borders for compliance or latency reasons. One of the few dedicated GPU clouds with Japanese data residency.
- Japanese data residency
- Owned data centers in Japan
- H100 and A100 availability
- APAC-optimized latency
- Single-country provider — no global coverage
- Smaller scale vs hyperscalers
- Limited English documentation
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Vast.ai is a GPU marketplace where prices are set by supply and demand across 40+ data centers. 68+ GPU types spanning Blackwell, Hopper, Ada Lovelace, Ampere, Turing, Volta, Pascal — from B300 and H200 down to RTX 3090. Three pricing tiers: On-Demand (higher availability), Interruptible (lower cost, interruptible), Reserved (committed pricing). Per-second billing, no lock-in. SOC 2 certified. Check the live table for current rates.
- B300, H200, H100 — competitive frontier pricing on marketplace rates
- RTX 5090, RTX 4090 — consumer GPU inference at marketplace rates
- 68+ GPU types from RTX 3060 to B300 — wide selection
- Per-second billing, no minimum hours, no lock-in
- Interruptible tier: lower cost than on-demand
- SOC 2 certified
- Marketplace model — hardware quality and reliability varies by host
- No enterprise SLAs or uptime guarantees
- Interruptible instances can be reclaimed at any time
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Live GPU Pricing
Region Coverage
Popular Comparisons
Provider pages
Key differences
HIGHRESO
Japanese GPU cloud from owned data centers — H100 and A100
Vast.ai
B300, H200, RTX 5090 — 68+ GPU types, per-second billing