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OpenCompute

Hardware advisory for every deployment.

EasyBrain specifies and validates the right compute infrastructure for your needs — from desktop workstations to dedicated servers.

Hardware tiers

Hardware deployment tiers with example systems
TierExample SystemsIdeal ForDescription
High-End Mini PCsNVIDIA RTX 5090 · Apple Mac Mini M4 Pro · AMD Ryzen AI Max+ 395Individual power usersCompact, efficient systems for models up to ~35B parameters. 32–48 GB memory at 256–1,792 GB/s.
Performance DesktopsNVIDIA DGX Spark GB10 / RTX PRO 6000 · Apple Mac Studio M4 Max · AMD Ryzen AI Max+ 395 (96 GB)SME offices, team-levelHigh-bandwidth unified or discrete memory (96–128 GB) for 100–125B class models.
Professional WorkstationsNVIDIA DGX Station GB300 · Apple Mac Studio M3 Ultra (256–512 GB) · AMD Threadripper Pro + Radeon Pro W7900High-throughput inferenceFrontier-class hardware for MoE and dense models from 200B to 1T+ parameters. 256–784 GB memory.

Model capacity tiers

Match your hardware to the model tier your organisation needs.

Model capacity tiers by VRAM requirement
TierVRAM RequiredSupported Models
Pro> 128 GBKimi K2.5 1T · Qwen 3 Max 1T · DeepSeek V3.2 671B · Llama 4 Maverick 400B · Qwen 3.5 397B · MiniMax M2.5 230B
Air64–128 GBGLM 4.5 Air 106B · Qwen 3.5 122B · GPT-OSS 120B · Devstral 2 123B · Command-A 111B
Flash≤ 48 GBQwen 3.5 35B · GLM-4.7-Flash 30B · Mistral-Small-3.2 24B · Devstral-Small-2 24B · Codestral 22B

Important: EasyBrain does not sell or stock hardware. Customers procure hardware directly from their preferred supplier. EasyBrain provides a signed-off Bill of Materials and procurement guide as part of every engagement.

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Every EasyBrain engagement includes a hardware assessment and a signed-off Bill of Materials tailored to your use case.

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