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Chips Rapidus targets 2027 2nm mass production with single-wafer processing; Japan bets national semiconductor revival on one Hokkaido fab Funding EdVisorly closes $13.3M Series A for college transfer AI automation Market Together AI launches Provisioned Throughput: reserved capacity for open models at 90% below Claude Opus list Chips NVIDIA Nemotron 3 Ultra matches closed-model performance at 10x lower cost via LangChain harness tuning Chips Budget smartphone sales collapse 22% as memory costs hit 64% of BOM amid HBM supply crunch Chips DeepSeek developing in-house inference chip to cut Nvidia, Huawei reliance Chips SiPearl Rhea CPU enters bring-up; Europe's first HPC processor on track for end-2026 Market Waymo Begins Driverless Operations in San Diego, Las Vegas, Tampa, Denver Market Oregon utility raises data center rates 29.7% under POWER Act; residential bills cut 1.3% Funding Gradium voice AI startup extends seed to $100M+ with $30M NVIDIA-backed tranche Funding SambaNova raises $1B at $11B valuation; JPMorganChase deploys SN50 for on-prem AI inference Funding Blue Origin closes first outside funding round at $130B valuation; raises $10B led by Coatue Breaking OpenAI releases GPT-5.6 Sol, Terra, Luna publicly after ending government preview limits Market Anthropic revenue hits $30B ARR, overtakes OpenAI at $25B; enterprise focus drives efficiency gap Market SK Hynix launches $28B Nasdaq IPO; HBM supplier pricing Friday as second-largest offering ever Breaking Meta launches Muse Image, native AI image model to reduce third-party dependence Funding SK Hynix launches $28B Nasdaq IPO; second-largest after SpaceX, proceeds to fund South Korea fab expansion Chips South Korea's $880B fab megacluster faces critical power shortage: needs 15–16 GW, has only 1.9 GW local supply Market Samsung chip profit surges but stock tumbles 8% as AI demand concerns override earnings beat Market SpaceX Colossus lands $26B in multi-year GPU contracts from Google, Anthropic; TSMC ships first US-made Blackwell Chips Rapidus targets 2027 2nm mass production with single-wafer processing; Japan bets national semiconductor revival on one Hokkaido fab Funding EdVisorly closes $13.3M Series A for college transfer AI automation Market Together AI launches Provisioned Throughput: reserved capacity for open models at 90% below Claude Opus list Chips NVIDIA Nemotron 3 Ultra matches closed-model performance at 10x lower cost via LangChain harness tuning Chips Budget smartphone sales collapse 22% as memory costs hit 64% of BOM amid HBM supply crunch Chips DeepSeek developing in-house inference chip to cut Nvidia, Huawei reliance Chips SiPearl Rhea CPU enters bring-up; Europe's first HPC processor on track for end-2026 Market Waymo Begins Driverless Operations in San Diego, Las Vegas, Tampa, Denver Market Oregon utility raises data center rates 29.7% under POWER Act; residential bills cut 1.3% Funding Gradium voice AI startup extends seed to $100M+ with $30M NVIDIA-backed tranche Funding SambaNova raises $1B at $11B valuation; JPMorganChase deploys SN50 for on-prem AI inference Funding Blue Origin closes first outside funding round at $130B valuation; raises $10B led by Coatue Breaking OpenAI releases GPT-5.6 Sol, Terra, Luna publicly after ending government preview limits Market Anthropic revenue hits $30B ARR, overtakes OpenAI at $25B; enterprise focus drives efficiency gap Market SK Hynix launches $28B Nasdaq IPO; HBM supplier pricing Friday as second-largest offering ever Breaking Meta launches Muse Image, native AI image model to reduce third-party dependence Funding SK Hynix launches $28B Nasdaq IPO; second-largest after SpaceX, proceeds to fund South Korea fab expansion Chips South Korea's $880B fab megacluster faces critical power shortage: needs 15–16 GW, has only 1.9 GW local supply Market Samsung chip profit surges but stock tumbles 8% as AI demand concerns override earnings beat Market SpaceX Colossus lands $26B in multi-year GPU contracts from Google, Anthropic; TSMC ships first US-made Blackwell
Market

Together AI launches Provisioned Throughput: reserved capacity for open models at 90% below Claude Opus list

Together AI launched Provisioned Throughput, a new inference capacity offering for frontier open models with token-based pricing and a 99% uptime SLA. The service allows teams to reserve guaranteed capacity without managing infrastructure or GPU-hour math. Provisioned Throughput Units (PTUs) cost $0.05 per minute and include a fixed slice of capacity (e.g., 138,840 input tokens/min on MiniMax M3), with different rates for input, cached input, and output tokens.

Available today for MiniMax M3 and GLM-5.2 with a one-month minimum term and regional capacity in North America and EMEA. Pricing works out to roughly $0.36 per million input tokens and $2.16 per million output tokens on MiniMax M3, compared to Claude Opus 4.8's $5 and $25 list prices—up to 90% cheaper for real-world production workloads. The model is designed for production teams migrating off proprietary APIs: token-based predictable pricing with reliability guarantees, not serverless best-effort.

Together AI reported its API token volume grew from 30 billion to 400 trillion tokens per month over nine months, with open models consuming an increasing share of traffic. Teams running open models report 6-20x lower inference costs than proprietary alternatives. Provisioned Throughput positions Together AI against dedicated GPU rental while avoiding the complexity burden, targeting production workloads where open models have closed the performance gap.

Source: together.ai →