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What happened

China's DeepSeek released preview versions of V4 Flash and V4 Pro on April 24, 2026 — exactly one year after the DeepSeek release that "rattled Silicon Valley." V4-Pro targets demanding tasks; V4-Flash is optimized for speed and cost. Key specs: 1 million token context window (full codebase in one prompt), Hybrid Attention Architecture (improves long-conversation memory), strong coding benchmark performance. V4-Flash priced at $0.14/M input tokens and $0.28/M output — undercutting GPT-5.4 Nano, Gemini 3.1 Flash, Claude Haiku 4.5. Performance: V4-Pro-Max outperforms open-source peers and some closed models on reasoning benchmarks, but trails GPT-5.4 and Gemini 3.1 Pro in knowledge tests — analysts estimate a 3-6 month gap from frontier. Separately: Tencent and Alibaba are in talks to invest in DeepSeek (first external funding round), with Tencent proposing a 20% stake.

Why it matters for Seva's category

For AI tool buyers: DeepSeek V4's pricing ($0.14/M) creates renewed pressure on "which model does this product run on?" as a procurement question. When capable open-source models are 35-200x cheaper than frontier alternatives, vendors must justify premium model use with reliability and task-specific performance data. For AI GTM operators: the 1M token context window means entire sales call archives, full CRM histories, or complete ad creative libraries can be analyzed in a single prompt — without chunking. For B2B SaaS: the open-source cost pressure argument is again active. Sellers need a clear answer to "why aren't you using DeepSeek?" The Tencent/Alibaba investment talks signal DeepSeek is graduating from research lab to funded frontier competitor.

Content angles
https://techcrunch.com/2026/04/24/deepseek-previe… ↗ https://www.bloomberg.com/news/articles/2026-04-2… ↗