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Explore DeepSeek Strikes Again: 1,114% API Price Hike, Open Harness & Updates with 9,697 views, 226 likes, and 20 comments. Experience the impact of this video content that has captured audience attention.

Why did DeepSeek raise API prices by up to 1,114% while open-sourcing its internal agent harness under MIT on the exact same afternoon? Meet the 8-trillion token demand surge, the hidden benchmark footnote, and the architecture behind DeepSeek-V4-Pro-0813 🔔 Subscribe: https://www.youtube.com/channel/UC0DZj1PNa_Fp0MU6uPSKv5w?sub_confirmation=1 💙 Become a Member: https://www.youtube.com/channel/UC0DZj1PNa_Fp0MU6uPSKv5w/join 🐦 Twitter/X: https://x.com/cloud_codes 💬 Discord: https://discord.gg/4kJqEBMMf In this deep dive, Cloud Codes breaks down the system design, pricing math, and open-source infrastructure behind DeepSeek's August 13 release spree. We analyze the 1.6-trillion parameter DeepSeek-V4-Pro-0813 model (49B active params, DSpark speculative decoding, and native OpenAI Responses API integration for Codex), examine the demand event that processed 8 trillion tokens in a single day on OpenCode, and dissect the peak/off-peak pricing structure where cached input rates jumped 12x. Furthermore, we expose the footnote on DeepSeek's model card proving its +49.9 point benchmark jump on DeepSWE was produced by evaluating inside the new DeepSeek Harness v0.1 (npx @deepseek-ai/dsh web), explore how ex-Jane Street lead Cui Tianyi built the framework on top of Cordis, and evaluate Artificial Analysis index scores ranking V4 Pro against Claude Opus 5 and GLM-5.2. If this helped you understand backend architecture, system design, and how to build faster software, subscribe to Cloud Codes for a new infrastructure breakdown every single week! Build, solve, deploy. 🔗 Repositories & Sources Mentioned: • DeepSeek Harness Official Repository: https://github.com/deepseek-ai/deepseek-harness • DeepSeek-V4-Pro-0813 HuggingFace Model Card: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro-0813 • Cordis Meta-Framework Repository: https://github.com/cordiverse/cordis • DeepSeek API Pricing & Documentation: https://api-docs.deepseek.com/ • Artificial Analysis DeepSeek V4 Pro Index: https://artificialanalysis.ai/models/deepseek-v4-pro ⏱️ Video Chapters: 0:00 - 3 Announcements in 90 Minutes (Model, Harness & Price List) 1:12 - DeepSeek V4 Pro 0813: 1.6T Parameters & DSpark Speculative Decoding 3:09 - Reasoning Effort Dials & Native OpenAI Responses API (Codex) 4:26 - The Benchmark Jump: DeepSWE Up +49.9 Points 4:49 - The Footnote: Why the Harness Moved the Benchmark Scores 5:51 - DeepSeek Harness v0.1: Everything is a Plugin (dsh web) 6:55 - Cordis, Shigma & Cui Tianyi (The Jane Street Engine) 8:50 - The Demand Surge: 8 Trillion Tokens in One Day 10:03 - The 1,114% Price Increase & Cache Discount Collapse 11:24 - Final Verdict: Is DeepSeek Still the Cheapest Model? #deepseek #ai #systemdesign #cloudcodes #machinelearning #dsh #opencode #codex #softwareengineering #open-source User Queries: deepseek v4 pro 0813 build benchmarks deepseek harness v0 1 npx deepseek ai dsh web why deepseek raised api prices peak off peak deepseek 8 trillion tokens open code demand surge deepseek footnote harness minimal mode terminal bench cordis framework shigma cui tianyi jane street deepseek dspark speculative decoding deepseek v4 pro artificial analysis deepseek v4 pro 0813 index score deepseek vs claude fable 5 output token price cloud codes deepseek strikes again breakdown

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