rackbites

8× V100 32GB SXM2 server: what it runs, what it costs

Eight Tesla V100 32GB SXM2 modules on one NVLink board give 256GB of VRAM, enough to hold today's large mixture-of-experts models whole. The servers that carry them (Inspur NF5288M5, Supermicro SYS-4029GP-TVRT, Gigabyte G481-S80) are coming off lease, and 1Cat-vLLM, a vLLM fork for V100s, runs current models on them.

As of October 3, 2026, one in ten of the 30 complete 8× V100 32GB SXM2 server listings on eBay priced at 50% or more of the median asks $7,127 or less shipped. The median ask is $11,490 across all 31. 1Cat-vLLM's developer reports DeepSeek-V4-Flash decoding at 65.1 tok/s (batch 1, all eight GPUs) and GLM-5.3-Flash at 53.0 tok/s.

$7,127
low-end ask, shipped: 1 in 10 at or under
$11,490
median ask
31
live listings, exact configuration
—
parts total at low-end asks

What it runs: published benchmarks

Model and engineSetup and workloadResult Source
DeepSeek-V4-Flash (FP8 dense layers, MXFP4 experts)
1Cat-vLLM at 33df92d
All 8 GPUs, tensor parallel (TP8)
Batch 1; 1,024 tokens in, 256 out; no speculative decoding; CUDA Graph; fp8_ds_mla KV cache
65.1 tok/s decode
15.357 ms per output token.
1Cat-vLLM PR #181
Reported merged Aug 3, 2026
GLM-5.3-Flash-NVFP4 (NVFP4 experts, FP16 other weights)
1Cat-vLLM at 40a1e67
All 8 GPUs: TP4 × PP2
Batch 1; 1K tokens in, 256 out; no MTP; FP8 KV cache; CUDA Graph
53.0 tok/s decode
1K-token prefill in 3.85 s (266 tok/s). The PR says "eight V100 32GB" without naming the form factor.
1Cat-vLLM PR #402
Reported merged Sep 5, 2026
Qwen3.8-Flash-Next-NVFP4
1Cat-vLLM at 5ef2ddc
4 of the 8 GPUs, tensor parallel (TP4)
Batch 1; 8,192 tokens in, 512 out; greedy; no MTP
80.7 tok/s decode
Opt-in kernels: three VLLM_SM70_QWEN38_* flags, off by default. The same run without them: 65.9 tok/s.
1Cat-vLLM PR #415
Reported merged Aug 29, 2026
Qwen3.8-Flash-Next-NVFP4, with MTP4 speculative decoding
1Cat-vLLM at 2bb399c
4 of the 8 GPUs, tensor parallel (TP4)
Batch 1; MTP4 speculative decoding
79.0–126.8 tok/s decode
Speed follows how many drafted tokens are accepted: 126.8 tok/s on HumanEval-style code prompts (94% accepted), 79.0 tok/s on a mixed 11-request run (48%). The model is named in the PR's design record.
1Cat-vLLM PR #389
Reported merged Aug 28, 2026

Reported: published by the engine's developer; not reproduced by rackbites. rackbites hasn't measured this configuration yet. Every figure is the source's own, on its stated setup; a different engine version, driver or workload gives a different number.

Before you buy

Complete 8× V100 32GB SXM2 server listings as of October 3, 2026

eBay affiliate disclosure: The listing links below lead to eBay. rackbites may earn a commission if you make a purchase.

ListingRAMPrice shipped
with 256GB RAM
AI Deep Learning 8x V100 32GB SXM2 GPU 8 PCIe DDR4 LGA3647 2x Gold 6130 32C CTO (eBay affiliate link)
Chassis not named · Pre-Owned
not stated$6,359.00
—
AI LLM DeepSeek 8x NVIDIA V100 32GB SXM2 AI GPU Server 2x 6130 CPU 64GB DDR4 (eBay affiliate link)
Chassis not named · Pre-Owned
64GB$6,743.00
$7,823
DeepSeek AI LLM 8x NVIDIA V100 32GB SXM2 AI GPU Server 2x 6130 128GB DDR4 (eBay affiliate link)
Chassis not named · Pre-Owned
128GB$7,127.00
$7,847
AI Deep Learning NVIDIA V100 8x 32GB SXM2 GPU Server 32-Core 256GB RAM HPC (eBay affiliate link)
Chassis not named · Pre-Owned
256GB$7,895.00
$7,895
PRIVATE AI LLM Server 8x Nvidia Nemo V100 32GB GPU's NVLink 2x Xeon 384GB DDR4 (eBay affiliate link)
Chassis not named · Pre-Owned
384GB$8,459.00
$8,459
SUPERMICRO 4029GP-TVRT 8x V100 32GB 4U RACKMOUNT GPU SERVER (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
not stated$8,999.00
—
SuperMicro 4029GP-TVRT 4U GPU Server w/ 8x V100 32GB GPUs, 2x Gold 6130 CPUs, 12 (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
not stated$8,999.00
—
AI Deep Learning NVIDIA V100 8x 32GB SXM2 GPU Server 32-Core 512GB RAM HPC (eBay affiliate link)
Chassis not named · Pre-Owned
512GB$9,431.00
$9,431
Inspur NF5288M5 Server / 2x 6138 CPU 20Core / 256G RAM / 8x Nvidia V100 32GB SXM2 GPU (eBay affiliate link)
Inspur NF5288M5 · Pre-Owned
Listed 3 times, same configuration and price: 2 3 (eBay affiliate links)
256GB$10,973.63
$10,974
Nvidia DGX-1 P2787 AI server +8 Tesla V100 SXM2 32GB GPU 2x E5-2698v4 (eBay affiliate link)
NVIDIA DGX-1 · Pre-Owned
not stated$10,999.00
—
Inspur NF5288M5 8x2.5 Server With 2xIntel 6138 CPU/256G RAM/8xV100 32GB SXM2 GPU (eBay affiliate link)
Inspur NF5288M5 · Pre-Owned
Listed 5 times, same configuration and price: 2 3 4 5 (eBay affiliate links)
256GB$11,490.00
$11,490
Supermicro 4029GP-TVRT, 2 x Gold 6130, 128GB RAM, 2 X 512GB M.2, 8 x V100 32GB (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
128GB$12,372.90
$13,093
Supermicro 4029GP-TVRT, 2 x Gold 6136, 256GB RAM, 1.5TB Storage, 8 x V100 32GB (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
256GB$13,497.07
$13,497
Supermicro 4029GP-TVRT, 2 x Platinum 8176, 512GB RAM 1.9TB Storage 8 x V100 32GB (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
512GB$15,626.38
$15,626
Supermicro 4029GP-TVRT, 2 x Platinum 8260, 512GB RAM 3.9TB Storage 8 x V100 32GB (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
512GB$16,486.04
$16,486
4029GP-TVRT SuperServer Server/2x 8268 CPU 24C/1T RAM/8x V100 SXM 32G/2x100G (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
1,024GB$23,899.00
$23,899
SuperServer 4029GP-TVRT Server/2x 8268 CPU 24C/1T RAM/8x V100 SXM 32G/2x100G NIC (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
1,024GB$23,900.00
$23,900
SuperServer 4029GP-TVRT Server / 2x 8268 CPU 24C / 1T RAM / 8x V100 SXM 32G / 2x100G NIC (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
1,024GB$28,475.15
$28,475
SuperServer 4029GP-TVRT Server/2x 8268 CPU /1T RAM/8x V100 32G SXM /2x100G NIC (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
Listed 3 times, same configuration and price: 2 3 (eBay affiliate links)
1,024GB$29,000.00
$29,000
SuperServer 4029GP-TVRT Server/2x 8268 CPU /1T RAM/8x V100 32G SXM /2x100G NIC (eBay affiliate link)
Supermicro SYS-4029GP-TVRT · Pre-Owned
1,024GB$30,149.60
$30,150

Listings with the same configuration and price share one row, and the numbered links are the other copies. Each copy still counts toward the listing total, the low end and the median.

Not shown: 1 of the 31 listings ask under 50% of the median. Prices that far below the market are often scams or mislabeled listings. They count toward the listing total and the median, not the low end.

The second figure, “with 256GB RAM”, adds the missing memory at the low-end price of DDR4-2666 RDIMMs ($5.62/GB, from DIMMsum), so servers that ship with different amounts compare fairly. A dash means the listing doesn't say how much RAM ships.

Near misses: 8× Tesla V100 servers that differ on one detail

Listing and why it isn't a matchPrice shipped
Gigabyte G481-S84U 4U GPU Server Dual Xeon Scalable 8× NVIDIA Tesla V100 SXM2 (eBay affiliate link)
Card memory size not stated: ask the seller
Listed 2 times, same configuration and price: 2 (eBay affiliate links)
$5,999.99
QWEN DeepSeek 14B 30B 70B 671B LLM AI Server 8x GPU NVidia V100 32GB 32C 64GB X (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$6,743.00
Custom Server 14B 30B 70B 671B LLM AI Server 8x GPU NVidia V100 32GB 32C 64GB X (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$6,743.00
QWEN DeepSeek 14B 30B 70B 671B LLM AI Server 8x GPU NVidia V100 32GB 32C 128GB (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$7,127.00
QWEN Deepseek R2 30B 70B 671B LLM AI Server 8x GPU NVidia V100 32GB 48C 256GB X (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$7,895.00
DeepSeek QWEN 14B 30B 70B 671B LLM AI Server 8x GPU NVidia V100 32GB 40C 256GB X (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$7,895.00
DEEPSEEK 70B 671B AI Server 8 Way GPU 8x NVidia V100 32GB 256GB VRAM 512GB DDR4X (eBay affiliate link)
Interface not stated: confirm SXM2 with the seller
$9,826.00
AI Deep Learning Server LGA 3647 DDR4 8x V100 16GB 2x Gold 5220R 5 PCIe Slots (eBay affiliate link)
16GB cards: 128GB of VRAM, not 256GB
$5,999.00
Gigabyte 4U Server 2x Silver 4110 16-Core 2.1GHz 256GB RAM 8x V100 16GB GPU (eBay affiliate link)
16GB cards: 128GB of VRAM, not 256GB
$6,390.00
Gigabyte 4U Server 2xPlatinum 8160 48-Core 2.1GHz 256GB RAM 8x V100 16GB GPU (eBay affiliate link)
16GB cards: 128GB of VRAM, not 256GB
$6,600.00
Gigabyte 4U Server 2xPlatinum 8153 24-Core 2.0GHz 256GB RAM 8x V100 16GB GPU (eBay affiliate link)
16GB cards: 128GB of VRAM, not 256GB
$6,670.00
Nvidia DGX-1 Volta Chassis w/2x E5-2698V4 No RAM with 8x V100 SXM2 16GB GPU (eBay affiliate link)
16GB cards: 128GB of VRAM, not 256GB
$6,995.00

46 near misses, showing 12 rows: listings that leave a detail out come first, since they may still be the right machine, then listings that differ. Cheapest first within each. The reason comes from what the title states.

Listings with the same configuration and price share one row, and the numbered links are the other copies. Each copy still counts toward the listing total, the low end and the median.

Or build it from parts

PartQtyListings Low-end eachSubtotal
SXM2 barebone (NF5288M5, SYS-4029GP-TVRT or G481-S80)1×18$3,737$3,737
Tesla V100 32GB SXM2 module8×82$744$5,952
Xeon Gold 6138 (20-core)2×0——
DDR4-2666 RDIMM, 256GB256GB164$5.62/GB$1,440
Parts total—

SXM2 barebones usually include the GPU board, but not always the GPU heatsinks, and loose SXM2 modules are often sold without them. Confirm both before you count on this total.

The total leaves out drives and rails. Each line is that part's low-end ask with shipping, which one in ten of its listings match or beat.

A line needs 3 live listings before it gets a price. See all proven builds.