| Dimension | AutoDL | Gpushare | MatPool | Compshare |
|---|
| RTX 4090 Price | ¥1.98/hour | ¥2.18/hour | ¥2.20/hour | ¥1.92/hour |
| RTX 3090 Price | ¥1.56/hour | —/hour | ¥1.85/hour | ¥1.19/hour |
| Core Advantages | Largest consumer-facing computing power platform in China, widest GPU model selection, best image/tutorial ecosystem, and per-second billing. | Established platform with high stability, abundant official images, 50 GB of free storage, and ultra-low-cost spot instances | RTX 4090 listed prices are competitive; billing starts only when running; flexible daily/weekly/monthly plans. | Backed by UCloud — stable infrastructure; the only platform offering cash rebates; new users receive bonus credits. |
| Key limitations | Peak Evening Demand Makes Popular GPUs Hard to Book; Referral Rewards Are Vouchers, Not Cash | Spot instances can be preempted at any time — unsuitable for long-running tasks requiring uninterrupted operation | Documentation is average; multi-GPU support is weak | Not the lowest price, but moderate GPU model coverage |
| Referral Benefits | Invite friends & earn rewards (vouchers + growth points upon registration) | Referral reward: ¥40 per invitee (friend must top up ¥100 within 60 days); Cloud Ambassador cash rebate (percentage of spending, withdrawable) | Tiered rebates (5%–20% on referral spending, valid for 180 days, issued as Compute Beans) | 10% cashback (valid for 1 year; automatically deposited to your bank account upon reaching ¥20) + ¥5 bonus per user |
| Cashback Format | Voucher | Cash | Voucher | Cash |
| Rent Now | Rent Now | Rent Now | Rent Now |