{ "as_of": "2026-11-04", "location": "Colorado, USA", "currency_policy": "USD unless explicitly GBP. Research-date list prices, not binding multi-unit quotes.", "decision": { "gpu": "Two identical single-GPU 4U nodes now, four after city-scene acceptance. RTX PRO 5000 Blackwell 72GB.", "cpu": "One refurb dual EPYC 7763 512GB first; CTO H2-EPYC-128 quote target, not confirmed-stock order.", "control": "Three MS-01 i9-13900H 32GB with mirrored new PLP SSDs and ZFS replication, not Ceph.", "network": "Two CRS518 data switches plus two CRS326 management/corosync switches; active-backup bonds." }, "gpu_node": { "gpus_per_node": 1, "gpu_vram_gb": 72, "host_ram_gb": 128, "bom": [ { "category": "GPU", "model": "PNY VCNRTXPRO5000B72-PB RTX PRO 5000 Blackwell 72GB", "quantity": 1, "unit_price": { "amount": 8999.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.newegg.com/d/Best-Sellers/Workstation-Graphics-Cards/s/ID-449/Page-1", "source_id": 66, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 8999.99 }, { "category": "CPU", "model": "AMD Ryzen 9 9950X", "quantity": 1, "unit_price": { "amount": 697.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.cdw.com/product/amd-ryzen-9-9950x-16-core-processor/8067000", "source_id": 236, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 697.99 }, { "category": "Motherboard", "model": "Supermicro H13SAE-MF revision 2.0; Ryzen 9000 BIOS", "quantity": 1, "unit_price": { "amount": 505.37, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://amazon.com/dp/B0CWGHD2XG?channelId=500&lv=shuf&plpRedirect=mhFallback", "source_id": 231, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 505.37 }, { "category": "RAM", "model": "Kingston KSM56E46BD8KM-32HA 32GB ECC UDIMM", "quantity": 4, "unit_price": { "amount": 1461.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.cdw.com/product/kingston-ddr5-module-32-gb-dimm-288-pin-pc5-44800-unbuffered/8543445", "source_id": 96, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 5847.96 }, { "category": "NVMe", "model": "Samsung 990 PRO 2TB MZ-V9P2T0B/AM", "quantity": 2, "unit_price": { "amount": 389.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.newegg.com/samsung-2tb-990-pro-nvme-2-0/p/N82E16820147861", "source_id": 115, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 779.98 }, { "category": "NIC", "model": "Mellanox ConnectX-4 Lx MCX4121A-ACAT dual SFP28", "quantity": 1, "unit_price": { "amount": 299.98, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.neutronusa.com/prod.cfm/2153509", "source_id": 101, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 299.98 }, { "category": "PSU", "model": "Corsair RM1000x CP-9020271-NA 1000W ATX 3.1", "quantity": 1, "unit_price": { "amount": 209.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.corsair.com/us/en/p/psu/cp-9020271-na/rmx-series-rm1000x-fully-modular-power-supply-cp-9020271-na", "source_id": 226, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 209.99 }, { "category": "CPU cooling", "model": "Noctua NH-D12L", "quantity": 1, "unit_price": { "amount": 99.95, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.newegg.com/p/pl?d=noctua%20nh-d12l", "source_id": 225, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 99.95 }, { "category": "Chassis", "model": "Sliger CX4170a base", "quantity": 1, "unit_price": { "amount": 249.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 249.0 }, { "category": "Chassis fans", "model": "Sliger ARCTIC P12 Pro PST CO ACFAN00312A", "quantity": 3, "unit_price": { "amount": 15.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 45.0 }, { "category": "Rails", "model": "Sliger GDRAIL-20XX-B", "quantity": 1, "unit_price": { "amount": 109.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 109.0 } ], "per_node_usd": 17844.21, "two_nodes_usd": 35688.42, "four_nodes_usd": 71376.84, "price_status": "observed_parts_sum_not_turnkey_quote; board rev2.0, QVL, four-unit supply unverified; no tax/shipping/assembly/rack/UPS/software", "chassis": "Sliger CX4170a 4U with included black front (price override 0), three Arctic fans and GDRAIL-20XX-B rails", "estimated_wall_watts": 600, "four_node_estimated_wall_watts": 2400, "power_status": "unverified_estimate", "psu_watts": 1000, "pcie": "GPU x8 Gen5, NIC x8 Gen3 in second CPU x16 mechanical slot", "nvme": "Two Samsung 990 PRO 2TB mirrored boot/cache, not enterprise PLP; authoritative project assets elsewhere.", "circuit_decision": "Two dedicated 240V 20A branches, A/B PDUs/UPS. Single-PSU nodes spread across branches; electrician validates continuous load and PF.", "performance_projection": { "method": "render_seconds=50*5087.132259974874/10956.48036207656; fph=3600/(render_seconds+60/frames_per_process). Same settings and in-core residency assumed.", "status": "unverified_workload_projection_not_measured", "baseline_source": "user-supplied 50s render + 60s load on RTX 3090", "render_seconds": 23.215175365908838, "relative_to_3090": 2.1537636141842076, "frames_per_hour": { "one_gpu_render_only": 155.07098022126294, "one_gpu_load_each_frame": 43.26134006412044, "one_gpu_10_frame_chunks": 123.22363138031466, "two_gpu_render_only": 310.1419604425259, "two_gpu_load_each_frame": 86.52268012824088, "four_gpu_render_only": 620.2839208850518, "four_gpu_load_each_frame": 173.04536025648176, "four_gpu_10_frame_chunks": 492.89452552125863 } }, "one_short_alternative": { "model": "RTX PRO 6000 Blackwell Workstation 96GB", "gpu_price_usd": 16513.99, "date_seen": "2026-11-04", "source_id": 63, "source_url": "https://www.cdw.com/product/pny-nvidia-rtx-pro-6000-graphic-card-96-gb-gddr7/8326705", "condition": "Only if acceptance requires >72GB; quantity/availability unverified." }, "ram_procurement_caveat": "KSM56E46BD8KM-32HA phase-out 2026-09-24; successor KSM56E46BD8-32MH price/QVL/volume availability unverified. Pilot-only legacy-stock quote." }, "cpu_node": { "recommended": { "seller": "ctoservers.com, UK", "model": "H2-EPYC-128 dual EPYC 7763 1U", "cpu_count": 2, "total_cores": 128, "ram_gb": 512, "ram_layout": "8x64GB DDR4 published; only four channels per CPU if balanced. 1TB/16x64GB full-channel upgrade quote unverified.", "boot": "2x480GB SATA SSD mirror included", "nvme": "Require 2x990 PRO 2TB mirrored scratch, actual PCIe x4 links and OEM riser approval unverified", "nic": "Add MCX4121A-ACAT dual25GbE", "psu": "Dual redundant supply advertised, exact model/rating unverified; require >=1200W per module and OEM approval", "listed_price": { "amount": 12895, "currency": "GBP", "date_seen": "2026-11-04", "source_id": 4, "source_url": "https://www.ctoservers.com/dual-socket-amd-epyc--1u-server--2x--epyc--7763--512gb-ram--nvme-4955-p.asp", "status": "unverified_current_quote; seller banner requires contact for valid quote" }, "additions_usd": 1079.96, "delivered_usd": null, "one_tb_upgrade_price": null, "estimated_wall_watts": 850, "power_status": "unverified_estimate", "purchase_gates": [ "OEM model/support matrix", "two NVMe x4 links and NIC/riser coexistence", "redundant PSU output", "US shipping/import/VAT/support", "DRAM not Optane PMem", "written price and quantity quote" ] }, "one_short_alternative": { "design": "New EPYC 9355P 32-core + H13SSL-NT rev2.x + 512GB DDR5 ECC 8x64GB + 4U", "bom": [ { "category": "CPU", "model": "AMD EPYC 9355P", "quantity": 1, "unit_price": { "amount": 4490.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.newegg.com/p/pl?d=amd+epyc+9355p", "source_id": 72, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 4490.99 }, { "category": "Motherboard", "model": "Supermicro H13SSL-NT rev 2.x", "quantity": 1, "unit_price": { "amount": 1994.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://ctspoint.com/h13ssl-nt-supermicro", "source_id": 166, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 1994.0 }, { "category": "RAM", "model": "Samsung M321R8GA0EB0-CWM 64GB DDR5-5600 ECC RDIMM", "quantity": 8, "unit_price": { "amount": 3924.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://networkdevicesinc.com/products/m321r8ga0eb0-cwm", "source_id": 171, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 31392.0 }, { "category": "NVMe", "model": "Samsung 990 PRO 2TB", "quantity": 2, "unit_price": { "amount": 389.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.newegg.com/samsung-2tb-990-pro-nvme-2-0/p/N82E16820147861", "source_id": 115, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 779.98 }, { "category": "NIC", "model": "MCX4121A-ACAT", "quantity": 1, "unit_price": { "amount": 299.98, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.neutronusa.com/prod.cfm/2153509", "source_id": 101, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 299.98 }, { "category": "PSU", "model": "Corsair RM1000x", "quantity": 1, "unit_price": { "amount": 209.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.corsair.com/us/en/p/psu/cp-9020271-na/rmx-series-rm1000x-fully-modular-power-supply-cp-9020271-na", "source_id": 226, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 209.99 }, { "category": "CPU cooling", "model": "Supermicro SNK-P0084AP4", "quantity": 1, "unit_price": { "amount": 94.45, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://store.supermicro.com/server-accessories/heatsink/4u-heatsink.html", "source_id": 178, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 94.45 }, { "category": "Chassis", "model": "Sliger CX4170a", "quantity": 1, "unit_price": { "amount": 249.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 249.0 }, { "category": "Fans", "model": "ARCTIC P12 Pro PST CO", "quantity": 3, "unit_price": { "amount": 15.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 45.0 }, { "category": "Rails", "model": "GDRAIL-20XX-B", "quantity": 1, "unit_price": { "amount": 109.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://sliger.com/products/rackmount/4u/cx4170a", "source_id": 190, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 109.0 } ], "per_node_parts_usd": 39664.39, "estimated_wall_watts": 550, "price_status": "observed_discrete_parts_sum_not_assembled_quote", "note": "Eight of twelve memory channels. Current memory list prices dominate cost; 768GB/12 DIMMs requires separate budget." }, "blender_caveat": "No exact dual7763 5.2 median. All-version dual7763 median 2441.375860692686, 46 submissions, context only. Single7763 must not be mislabeled dual.", "cycles_cpu_nodes_per_one_selected_gpu": { "single_9355P": 9.510569172416252, "dual_7713_reference_not_selected": 5.663288756908688, "dual_9555_reference_not_selected": 2.846575574865243, "selected_dual_7763": null } }, "control_plane": { "nodes": 3, "model": "MINISFORUM MS-01 i9-13900H 32GB+1TB US", "ram_gb_per_node": 32, "bom_per_node": [ { "category": "Mini PC", "model": "MINISFORUM MS-01 i9-13900H 32GB RAM + 1TB SSD, US", "quantity": 1, "unit_price": { "amount": 1295.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://store.minisforum.com/products/minisforum-ms-01-workstation.js", "source_id": 45, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 1295.0 }, { "category": "PLP VM pool SSD", "model": "Samsung PM9A3 MZ1L2960HCJR-00A07 960GB M.2 22110", "quantity": 2, "unit_price": { "amount": 1938.99, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.cdw.com/product/samsung-pm9a3-960gb-m.2-solid-state-drive/6815347", "source_id": 140, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 3877.98 } ], "per_node_usd": 5172.98, "cluster_usd": 15518.94, "estimated_wall_watts_per_node": 80, "storage": "Original 1TB boot plus 2x PM9A3 960GB M.2 22110 PLP in slots 2/3, ZFS mirror; one-minute whole-VM disk replication to both peers.", "nic": "Two onboard10GbE SFP+ to data A/B; two2.5GbE copper negotiate1GbE to corosync A/B.", "vm_layout": "Agent gateway+SQLite memory+CPU embeddings, one active8vCPU/16GiB VM; separate4GiB manager VM. Leave6-8GiB per host for Proxmox/ZFS and N+1 placement.", "sqlite": "Local ext4 within single replicated virtual block disk, DB/WAL/SHM together, one active writer. No SQLite on NFS/SMB, no live raw-file rsync. Online/offsite backups separate.", "ha": "Fencing/quorum then restart on healthy host. Official typical about2min; target1-3min plus guest/app recovery, not live migration.", "rpo": "Last successful replication, potentially >1minute when lagging.", "live_migration": "Healthy source/target, compatible CPU baseline/QEMU/machine version, identical bridges/VLANs, sufficient RAM and bandwidth, reachable replicated disk or live disk-copy, no passthrough." }, "network": { "bom": [ { "category": "25G switches", "model": "MikroTik CRS518-16XS-2XQ-RM", "quantity": 2, "unit_price": { "amount": 1595.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://mikrotik.com/product/crs518_16xs_2xq", "source_id": 27, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 3190.0 }, { "category": "Management switches", "model": "MikroTik CRS326-24G-2S+RM", "quantity": 2, "unit_price": { "amount": 209.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://mikrotik.com/product/CRS326-24G-2SplusRM", "source_id": 262, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 418.0 }, { "category": "Inter-switch 100G DAC", "model": "MikroTik XQ+DA0001", "quantity": 2, "unit_price": { "amount": 39.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://mikrotik.com/product/xq_da0001", "source_id": 206, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 78.0 }, { "category": "Endpoint DAC + management uplink DAC", "model": "MikroTik XS+DA0003", "quantity": 28, "unit_price": { "amount": 39.0, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://mikrotik.com/product/xs%5Fda0003", "source_id": 204, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 1092.0 }, { "category": "Workstation/storage NIC retrofit", "model": "MCX4121A-ACAT", "quantity": 3, "unit_price": { "amount": 299.98, "currency": "USD", "date_seen": "2026-11-04", "source_url": "https://www.neutronusa.com/prod.cfm/2153509", "source_id": 101, "status": "observed_list_price_not_cart_quote" }, "extended_usd": 899.94 } ], "total_usd": 5677.94, "per_switch_ports": { "gpu": 4, "cpu": 2, "workstation": 1, "storage": 2, "control_at_10gbe": 3, "management_uplinks": 2, "spare": 2 }, "inter_switch": "2x100G A-B links; active-backup bonds avoid MLAG dependence", "fallback": "Same CRS518 SFP28 ports at10GbE; XS+DA0003 cables support1/10/25G", "max_power_watts": 238, "cost_status": "Switch/DAC MSRP + NIC list prices, excludes long-run optics/fiber/copper patch leads/router; cable interoperability test required", "growth": "Startup pair does not serve16/64CPU nodes. 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