GPUの価格 — H100, B200 and AI accelerator buy & rental rates
Unit pricing for the accelerators themselves, plus what neoclouds and hyperscalers actually charge to rent them per GPU-hour.
簡単な答え: 基準日 2026-10-14, an H100 rents for a $3.52/GPU-hour advertised median across 41 providers — up ~17.8% year over year — while the module itself changes hands near $25,000.00 on the secondary market. Blackwell B200 rents at $6.69/GPU-hour on-demand at ラムダ.
There is no exchange for GPUs and no public list price for datacenter parts. Unit levels come from channel and secondary-market reporting; rental levels come from provider rate cards and cross-provider trackers. Every row is flagged 報告値, 算出値 or 推定値 and links to its source. The memory bolted to these parts is tracked on the HBMの価格 page.
最終更新日
H100 rental price — advertised on-demand median
Weekly median $/GPU-hour across ~40 providers (GetDeploying dataset via Compute ターミナル). The 2024–25 glut bottomed near $2.99; the 2026 re-tightening is the story.
ソース: Compute ターミナル / GetDeploying (CC BY 4.0) · 報告値 · 基準日 2026-10-14
On-demand rental rates by GPU — floor, median, ceiling
Advertised $/GPU-hour across tracked neoclouds and marketplaces, 2026-10-14.
- Floor (cheapest provider)
- Median
- Ceiling (most expensive)
Buy — accelerator unit pricing
Channel and secondary-market reference levels. No public list price exists for datacenter GPUs; treat 推定値 rows as order-of-magnitude.
| GPU | Memory | Unit price | 前年比 | ソース |
|---|---|---|---|---|
NVIDIA B200 (SXM6 module) Allocation product sold in systems; unit pricing is channel-報告値, not a public list. HBM3E content is now a large share of the BOM. Blackwell | 180 GB HBM3E | $34,000.00 | +9.70% | Channel-報告値 Blackwell module pricing range ($30k–$40k) 推定値 · 2026-07 |
NVIDIA H200 (SXM module) 前の世代。ブラックウェルの供給が改善するにつれて軟化 — アクセラレーターブックの中で最も明らかな下降傾向。 Hopper | 141 GB HBM3E | $27,500.00 | -8.30% | 流通市場とチャネルの相場 推定値 · 2026-07 |
NVIDIA H100 (SXM5 module) The workhorse of the 2023–24 buildout. Unit pricing is drifting down as H200/B200 capacity ramps, but rental rates re-accelerated through 2026 — used H100s still clear quickly. Hopper | 80 GB HBM3 | $25,000.00 | -16.70% | 流通市場とチャネルの相場; rental-rate trajectory corroborates 推定値 · 2026-10 |
NVIDIA A100 80GB (SXM4) Two generations back. New-unit sales are effectively over; this is the secondary-market reference level for a part that listed near $15k+ at peak. Ampere | 80 GB HBM2e | $12,000.00 | -20.00% | Secondary-market reseller quotes 推定値 · 2026-10 |
AMD Instinct MI300X Priced below Hopper per unit with more memory per package; HBM content and CoWoS slots are the binding constraints, not logic dies. Instinct | 192 GB HBM3 | $20,000.00 | — | チャネルから報告された Instinct の価格設定 推定値 · 2026-07 |
AMD Instinct MI355X AMD's Blackwell-generation answer. Priced below B200 per unit. Instinct | 288 GB HBM3E | $25,000.00 | +4.20% | チャネルから報告された Instinct の価格設定 推定値 · 2026-07 |
NVIDIA RTX 5090 (consumer) The consumer ceiling. Popular in budget inference fleets — rental markets price it far below datacenter parts. Blackwell | 32 GB GDDR7 | $1,999.00 | — | NVIDIA MSRP; street pricing varies by region 報告値 · 2026-10 |
NVIDIA RTX 4090 (consumer) Previous consumer flagship. The backbone of marketplace rental fleets (Vast.ai, RunPod Community). Ada | 24 GB GDDR6X | $1,599.00 | -11.10% | Launch MSRP $1,599; secondary market tracks below 報告値 · 2026-10 |
Rent — on-demand $/GPU-hour by provider range
Advertised on-demand rates. Reserved, preemptible and spot capacity prices lower — often half the on-demand figure.
| GPU | Floor | Median | Ceiling | Providers tracked | ソース |
|---|---|---|---|---|---|
NVIDIA B200 Blackwell rental supply is still thin; reserved 1-year cluster rates run above on-demand Hopper. | $5.98 | $6.69 | $8.87 | RunPod, ラムダ, コアウィーブ, Vast.ai | Provider pricing pages (ラムダ $6.69 on-demand; $8.87–$9.86/GPU-hr on reserved clusters) 報告値 · 2026-10 |
NVIDIA H200 Sits between H100 and B200 on rate cards; DigitalOcean lists the low end at $3.40. | $3.40 | $3.99 | $6.31 | DigitalOcean, RunPod, Crusoe, コアウィーブ, Oblivus | MLQ.ai cross-provider normalization (188 provider/GPU pairs) 報告値 · 2026-10 |
NVIDIA H100 Median up ~17.8% 前年比 — the 2024–25 rental glut has fully cleared. Nebius raised on-demand 16.9% to $4.50 on Oct 1; AWS raised reserved 容量 Blocks 15% to $5.97. | $2.89 | $3.52 | $6.16 | RunPod, ラムダ, Nebius, Crusoe, Modal, 一緒にAI, DigitalOcean, コアウィーブ | GetDeploying advertised-median across 41 providers; Memetik 8-cloud ranking 報告値 · 2026-10-14 |
NVIDIA A100 80GB The budget training tier. Marketplace floors under $1.50 reflect older fleet owners clearing capacity. | $1.47 | $1.99 | $2.79 | Vast.ai, RunPod, ラムダ, Crusoe, コアウィーブ | Provider pricing pages and MLQ.ai normalization 報告値 · 2026-10 |
AMD MI300X Rents at a persistent discount to H100 despite more HBM per package — the software-ecosystem discount, visible in one number. | $1.91 | $2.39 | $3.45 | DigitalOcean, RunPod, Crusoe | MLQ.ai cross-provider normalization 報告値 · 2026-10 |
NVIDIA L40S Inference workhorse for providers without HBM allocation. | $0.47 | $0.99 | $2.25 | Vast.ai, RunPod, DigitalOcean, コアウィーブ | MLQ.ai cross-provider normalization 報告値 · 2026-10 |
NVIDIA RTX 5090 Consumer-card fleets price an order of magnitude below datacenter parts. | $0.25 | $0.35 | $0.69 | Salad, Vast.ai, RunPod | MLQ.ai cross-provider normalization 報告値 · 2026-10 |
NVIDIA RTX 4090 The cheapest meaningful inference capacity on the market. | $0.16 | $0.30 | $0.69 | Salad, Vast.ai, RunPod, Genesis Cloud | MLQ.ai cross-provider normalization 報告値 · 2026-10 |
Get the GPU rental and memory moves every Monday — rate-card shifts, HBM allocation news そして three headlines that moved a price.
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サプライチェーンの最新ニュース
すべてのチップニュース ↗- DRAM市場データ
24 Sep spot board: DDR5 16Gb reaches $57.667 while DDR4 16Gb slips to $83.784
DDR5 16Gb 4800/5600 は平均 57.667 ドル (+0.29% セッション)、eTT は 25.500 ドル (+0.79%) に達しました。 DDR4 は分岐しました。8Gb 3200 は平均 46.107 ドル (+0.47%) でしたが、16Gb 3200 は 0.70% 下落して 83.784 ドルでした。これらは公開されたボード上のセッションの変更であり、30 日間の返品ではありません。
DRAMeXchange / TrendForce スポットボード ↗ - DRAM市場データ
17 Sep spot board: DDR5 averages $55.23; DDR4 16Gb retreats 1.85%
DDR5 16Gb 4800/5600 は平均 55.233 ドル (+0.73%)、DDR5 eTT は平均 24.50 ドル (+0.82%) でした。 DDR4 分割: 8Gb 3200 は 0.78% 上昇して 46.143 ドルとなり、16Gb 3200 は 1.85% 下落して 86.00 ドルとなりました。このボードは依然として歴史的に高価ですが、最初に目に見える修正が一部のレガシー部品に現れています。
DRAMeXchange / TrendForce スポットボード ↗ - NAND下振れリスク
消費者の購買意欲が依然として低いため、512Gb TLC NANDは20.083ドルに下落
The 512Gb TLC wafer spot reference fell another 0.31% to $20.083 on 14 September after a 2.71% weekly decline to $20.146. Consumer purchasing remains cautious even while enterprise SSD demand keeps contract pricing elevated.
TrendForce ↗ - DRAM市場データ
Spot board, 1 Sep: DDR5 16Gb $54.08, DDR4 16Gb $92.02, DDR4 8Gb $44.54 — all up under half a percent
The 1 September session closed with DDR5 16Gb 4800/5600 at a $54.083 average (+0.31%), DDR4 16Gb 3200 at $92.024 (+0.27%) and DDR4 8Gb 3200 at $44.544 (+0.40%). Every line is still green, but the daily session moves are now fractions of a percent rather than the multi-point jumps of June and July. The spread is the story: DDR4 16Gb printed a $117.00 high against a $42.20 low in the same session.
DRAMeXchange / TrendForce スポットボード ↗
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FAQ
- How much does an NVIDIA H100 cost?
- As of 2026-10-14, the tracked H100 SXM reference level is $25,000.00 per module on the secondary/channel market, down roughly 17% year over year as Blackwell supply ramps. There is no public list price — datacenter GPUs sell through allocation and system integrators, so every unit figure on this page is flagged 推定値 or 報告値 with its source.
- How much does it cost to rent an H100 per hour?
- The advertised on-demand median across 41 tracked providers was $3.52 per GPU-hour in the week of 12 Oct 2026, up about 17.8% 前年比。 Listed rates range from $2.89 (RunPod, PCIe) to $6.16 (コアウィーブ, per-GPU on an 8-GPU HGX node). Reserved and preemptible capacity prices well below on-demand.
- Why are GPU rental prices going up again?
- The 2024–25 rental glut has cleared. Neocloud rate cards bottomed near $2.99/H100-hour in early 2026 and have climbed since July; Nebius raised on-demand H100 16.9% to $4.50 on October 1 and AWS raised reserved 容量 Blocks 15% to $5.97. Inference demand is absorbing the older Hopper fleet while new capex shifts to Blackwell.
- What is the cheapest GPU to rent for AI work?
- Consumer cards bottom the table: RTX 4090 capacity rents from about $0.16/GPU-hour on marketplace fleets, and RTX 5090 from $0.25. Among datacenter parts, A100 80GB clears near $1.47–$2.79 and MI300X at $1.91–$3.45 — a persistent discount to H100 despite more HBM per package.
- Is it cheaper to buy or rent GPUs?
- At the tracked H100 levels, a $25,000 module renting at the $3.52 median breaks even against renting in roughly 7,100 GPU-hours — under a year of full utilization. Below ~60% utilization renting wins; above it, ownership or reserved clusters win. That math is why rental medians and secondary unit prices move together.
- How do GPUの価格 connect to メモリの価格?
- HBM is the largest bill-of-materials line on an AI accelerator after the logic die — six to eight stacks per package. The HBM 価格トラッカー on this site covers the memory side; this page covers the accelerator itself そして rental market it feeds.