DeepSeek V4: architecture, prices, capabilities and risks — facts for August 2026

op:0;padding-top:0;border:0; } .verdict { font-size:1.18rem;font-weight:700; } .toc { margin:28px 0;padding:21px 25px;background:#fafbfc;border:1px solid var(--line);border-radius:10px; } .toc strong { display:block;margin-bottom:7px; }.toc a{text-decoration:none} .facts { display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:14px;margin:25px 0; } .fact { padding:18px;border:1px solid var(--line);border-radius:9px;background:#fafbfc; } .fact strong { display:block;color:var(--navy);font-size:1.08rem;margin-bottom:4px; } table { width:100%;border-collapse:collapse;margin:25px 0;font-size:.96rem; } th,td { border:1px solid var(--line);padding:12px 14px;text-align:left;vertical-align:top; } th { background:#edf2f7;color:#17385f; } code { padding:2px 5px;border-radius:4px;background:#edf2f7;overflow-wrap:anywhere; } .note { color:var(--muted);font-size:.92rem; }.sources li{margin-bottom:12px;overflow-wrap:anywhere} footer { margin-top:52px;padding-top:20px;border-top:1px solid var(--line);color:var(--muted);font-size:.9rem; } @media(max-width:760px){main{margin:0;padding:28px 20px;border:0;border-radius:0}.facts{grid-template-columns:1fr}table{display:block;overflow-x:auto}} DeepSeek V4: what it really changes in architecture, costs and AI strategy Verified analysis of the DeepSeek V4-Pro and DeepSeek V4-Flash models.

No fictional deployments, unconfirmed partnerships, or forecasts masquerading as facts.

Information status: August 1, 2026 · Pricing data and availability are subject to change; please check official documentation before making a purchase decision.

Conclusion in 30 seconds DeepSeek V4 is a tangible and technically significant family of models: it features a Mixture-of-Experts architecture, a 1 million token context window, open weights under the MIT license, and exceptionally low official API prices.

However, there is no basis to claim that V4 uses Engram memory, runs comfortably on a single consumer graphics card, has been officially deployed as V4 on AWS Bedrock, or guarantees GDPR compliance after local installation.

The strongest benchmark results come primarily from the manufacturer and require independent validation in specific business processes.

Table of Contents What exactly was released How the V4 architecture works Does V4 use Engram API prices and their significance What benchmarks really say API or local deployment Privacy, GDPR, and security Confirmed business implications Myths and corrections of the original text Practical testing plan for companies 1.

What exactly was released DeepSeek announced the preview version of the V4 family on April 24, 2026.