LLM Gateway
This third-party roundup tracks the state of DeepSeek V4 ahead of a confirmed general-availability date. On April 24, 2026, DeepSeek shipped a V4 Preview comprising two open-weight MIT-licensed models — V4-Pro (1.6T total, 49B active) and V4-Flash (284B total, 13B active) — both defaulting to a 1M-token context window For developer-relevant signal, the piece cites V4-Pro at 80.6% on SWE-bench Verified, within 0.2 points of Claude Opus 4.6 (80.8%), at roughly one-seventh of the output price, and frames the attention rework as targeting serving-cost reduction rather than raw capability. Reception is reported as muted relative to the R
