DeepSeek works best in Command Code. two ways to prove it: $1 Go plan with $10 → $40 for DeepSeek V4 pro read this harness engineering deep dive below: on how we fix and repair 50K+ tool calls, saving you cost and improve speed & quality of outputs.

DeepSeek has officially transitioned its highly publicized, limited-time 75% promotional discount into a permanent, market-disrupting price reset. This strategic shift permanently locks in a remarkably low rate of just 88 cents ($0.88) per million output tokens for its flagship V4 Pro model, establishing this rate as the new standard pricing after the initial promotional period concludes on May 31, 2026. This aggressive pricing maneuver is set to redefine the economics of generative AI development, allowing enterprises and developers to scale high-performance applications at a fraction of the cost of traditional market alternatives. DeepSeek V4 Pro commercial pricing metrics, global AI API cost comparison analysis, breaking China AI industry news, DeepSeek vs ChatGPT market positioning, hardware acceleration utilizing Huawei Ascend chips, the evolution of global AI infrastructure in 2026, identifying the cheapest high-performance AI model API, and the industry impact of DeepSeek's permanent discount strategy.

DeepSeek-V4-Flash CRACK'd (ablated/uncensored) - Mac's Only (Osaurus/vMLX) 100gb, 20token/s. JANGTQ ~85gb will be out shortly. This model has taught me so much. Most importantly, to actually read research papers that frontierlabs release 😅 Keep in mind the MMLU is honestly just for comparison to base (using logit answering, instruct mode for sake of speed) I went out of my way to make sure it has no issues with code formatting/syntax/etcetc. Max reasoning mode works.

Deep in the Atlantic Ocean, there is a powerful system of moving water that can feel almost like a river within the sea. This is part of a larger circulation system called the Atlantic Meridional Overturning Circulation (AMOC), and one of its most well-known components is the Gulf Stream. It carries warm surface water from the Gulf of Mexico along the east coast of the United States and then across the Atlantic toward Europe. The Gulf Stream transports nearly 4 billion cubic feet of water per second, a flow greater than all of the world's rivers combined Unlike a river on land, it doesn’t have fixed banks. Instead, it is a broad, fast-moving current within the ocean, driven by wind patterns, temperature differences, and the Earth’s rotation. As it travels, it gradually spreads out and blends with surrounding waters, becoming part of a much larger global ocean circulation system. Even so, its impact is enormous. The Gulf Stream transports a huge amount of heat northwards, helping to influence weather and climate. In particular, it contributes to making Western Europe milder than other regions at similar latitudes. Rather than a single “hidden river,” it is better understood as a powerful, shifting current system, part of the ocean’s global conveyor belt, constantly moving heat and energy around the planet.