Qwen Flash: a 192 GB group with limited headroom. Qwen 27B: two 96 GB replicas
We test speed and your workloads before handover. Shipping, import and complex integrations are charged separately.
What is included in the price and how is it calculated?
Estimate dated 12 October 2026: the complete hardware system plus allowances for assembly, initial setup of the selected model and testing. Handover in China. Shipping, import, ongoing support and complex integrations are calculated separately.
This preliminary range uses public component and base-platform prices, budget allowances and a 10–15% contingency. Before ordering, the quotation will confirm final price, compatibility, availability, lead time and warranty. This range is not a system integrator’s quotation.
Tested on your tasks before handover.Time to first response, speed and concurrent operation are part of the agreed test. Headcount alone does not determine workload.
MANUFACTURER ALTERNATIVES
Configurations from established manufacturers.
These platforms are candidates for testing the chosen version. The system, price and operating profile will be confirmed before ordering.
LenovoTower
For a development team
ThinkStation P8
A system with several professional GPUs for the selected model and work interface.
2 × RTX PRO 6000 Blackwell Max-Q 96 GB256 GB ECC RDIMM · 8 × 32 GB192 GB combined GPU memory · model placement subject to testing
Our proposed configuration for a factory enquiry
Complete systemPrice on requestWe’ll confirm price and supply availability
PSREF allows up to three Max-Q 300 W GPUs. Only one Workstation 600 W version is allowed. A model can use the group’s memory only with validated sharding; separate replicas are counted individually.
GPU support is published by the manufacturer. The selected model has not yet been tested.
PSREF allows up to three Max-Q 300 W GPUs. Only one Workstation 600 W version is allowed. A model can use the group’s memory only with validated sharding; separate replicas are counted individually.
GPU support is published by the manufacturer. The selected model has not yet been tested.
Factory PX power system, variant matched to the selected BOM
Officially supports up to four Max-Q 300 W GPUs. CPU, RAM and SSD are proposed. DeepSeek: about 188.83 GiB of Engram in RAM; engine and speed require testing. GPU support does not mean the model has been tested.
GPU support is published by the manufacturer. The selected model has not yet been tested.
Manufacturer catalogueTechnical model detailsFormat, memory, exact version and sizing conditions
Official FP8 files occupy approximately 172.78 GiB. Two 84 GB cards fail even the weight-capacity check. A 192 GB configuration leaves limited room for KV cache and buffers.
WEIGHT FILES172.78 GiB
FORMATOfficial FP8
NATIVE CONTEXTNot confirmed in the review
Example technical selection: 4 simultaneous requests, 32K context, BF16 KV. These are example conditions, not your requirements. Preliminary calculation for the exact checkpoint. Speed, actual memory use and the selected workload have not yet been measured. The native context limit is not confirmed here; the selected length needs testing.
Size is the sum of safetensors files, not measured memory use during inference. Context, buffers, loading and execution need additional resources.