News / #pricing Tag Pricing changes 414 articles archived under #pricing · RSS Sign in to follow r/MachineLearning community 2mo ago I compiled LLM inference pricing across 7 providers — the caching numbers are surprising(spreadsheet included) [R] I've been comparing GPU/LLM providers for a side project and ended up with way too many browser tabs and spreadsheets. So I decided to pull the public pricing data into one sheet and compare it side by side. A quick disclaimer: this is not benchmark data . I didn't run latency… 32 arXiv — NLP / Computation & Language research 2mo ago Task Decomposition for Efficient Annotation arXiv:2606.24734v1 Announce Type: new Abstract: High-quality annotations of structured representations are expensive to collect over large corpora. Manual annotation of structure is laborious, and model-based annotation, although cheaper to generate, requires expensive… 24 r/LocalLLaMA community 2mo ago I want to add a second 7900XTX, question about pcie2/3/4 I've got a 7900XTX in my old gaming PC, now I want more vram and if I stay on one GPU I can only reasonably get 32GB and that just doesn't sound good enough. Using two slots, 48GB sounds way better and is much cheaper. I think 48GB is the minimum I want to have after going to… 26 r/LocalLLaMA community 2mo ago Openrouter model prices implying heavier quantization? Theres been a lot of talk about quiet quantization of models and what access to guaranteed model quality would look like. I’ve been trying to sanity check the economics of running large open models, and I’m having trouble making the numbers work. Take GLM-5.2 as an example. Even… 18 r/LocalLLaMA community 2mo ago Chinese Hackers Latest Masterpiece with NVIDIA They reverse-engineered the Tesla v100's pinout definition, soldered it onto a half height PCB, then naming it Tesla v100 v4. Price (with 3 years warranty): 16G version: 1499 rmb (220 usd) 32G version: 3999 rmb (590 usd) The hacker's op:… 10 r/LocalLLaMA community 2mo ago been tracking EU DDR5 data for 25 days: Prices are dropping, and the DE vs. NL gap is wild (good news for local LLM builders in EU) hey again! been tracking DDR5 prices across 4 EU countries (DE, NL, ES, BE) for the past month. some findings relevant to local LLM builders: prices are falling: G.Skill DDR5 Aegis 2x16GB 6000: -28% in 25 days (€579 → €419) Kingston FURY Beast RGB 2x16GB 6000: -26% (€499 → €369)… 37 Stratechery (Ben Thompson) community 2mo ago Apple Price Increases, Apple Intelligence and the E.U. Apple is (finally) raising prices, but they're not shipping Siri AI to the E.U. 9 r/LocalLLaMA community 2mo ago Do you think dedicated hardware for running local LLMs will become affordable anytime soon? Models like qwen 27b dense have already proved to be useful coding/general purpose assistants, but issue is still with hardware even the entry level hardware is relatively expensive, would we be getting hardware specifically built for inference for consumers at affordable price… 6 r/LocalLLaMA community 2mo ago What happens when they stop subsidizing LLM subscriptions? We are literally burning through VC money like crazy with our coding subscriptions. I read the $200 Anthropic sub gets you $8000 worth of API calls. It's obvious that this doesn't hold for very long but what happens when they raise prices? The reason to keep the prices low for… 24 r/LocalLLaMA community 2mo ago The economics of AI are starting to favor open models For the last couple of years, the assumption was pretty simple: Want the smartest model? Pay for a closed API. Want something cheaper? Accept a capability hit. Looking at recent model releases, that tradeoff is starting to break down. The most interesting part of the chart isn't… 15 Hugging Face Daily Papers research 2mo ago The Price of Anarchy in Disaggregated Inference Abstract Disaggregated inference architectures separate prefill and decode phases across distinct GPU pools, and a game-theoretic analysis characterizes how GPU saturation affects system performance through regime transitions and payoff structure changes, enabling an adaptive… 25 arXiv — Machine Learning research 2mo ago Credibility-Weighted Pricing of Autonomous Vehicle Liability Under Operational Design Domain Shift arXiv:2606.17451v1 Announce Type: new Abstract: Automated Driving System deployments create a foundational ratemaking challenge: sparse experience, shifting operational design domains, and non-stationary risk across software releases. We propose a hierarchical Bayesian… 22 arXiv — Machine Learning research 2mo ago QueryMarket: Cost-Aware Online Active Learning in Data Markets arXiv:2606.17805v1 Announce Type: new Abstract: Data acquisition is a major bottleneck for learning in real-time streams: analysts must decide on the fly which labels to purchase while respecting a rolling budget. However, existing online active learning rarely unifies pricing,… 35 arXiv — Machine Learning research 2mo ago PIVOT: Bridging Black-Scholes Implied-Volatility and Price Objectives via Differentiable J\"ackel Operator arXiv:2606.17065v1 Announce Type: cross Abstract: Modern option-learning systems operate in two coordinates: price space, where markets quote and no-arbitrage constraints are most naturally enforced, and implied volatility (IV) space, where volatility surfaces are smoothed,… 13 Hacker News — AI on Front Page community 2mo ago Calvin and Hobbes and the price of integrity Article URL: https://therepublicofletters.substack.com/p/calvin-and-hobbes-and-the-price-of Comments URL: https://news.ycombinator.com/item?id=48557079 Points: 209 # Comments: 80 20 The Information — AI news-outlet 2mo ago Index Startup Ornn Launches Anthropic, OpenAI Token Benchmarks Ornn, a startup that tracks the cost of computing power for artificial intelligence, has launched a service to track the price of tokens produced by the leading AI labs. The new benchmark comes as AI firms’ customers and financial backers search for better ways to track major AI… 9 arXiv — Machine Learning research 2mo ago {\alpha}-Fair Insurance Pricing: A Fairness Continuum arXiv:2606.14898v1 Announce Type: new Abstract: Fairness in insurance pricing remains a long-standing and deeply debated puzzle. On one hand, insurers, driven by profitability considerations, set premiums that differentiate across individual risks to achieve actuarial fairness.… 16 arXiv — Machine Learning research 2mo ago Repeated Bilateral Trade: The Quest for Fairness arXiv:2606.15369v1 Announce Type: new Abstract: We study repeated bilateral trade from a fairness perspective. At each round, a fresh seller-buyer pair arrives, and the platform posts a price before observing the traders' valuations. Trade occurs only if both agents accept the… 34 r/LocalLLaMA community 2mo ago Cheapest hardware for Qwen 3.6: both 27B and 35B-A3B - "Qwen 3.6/3.5 27b > Qwen 3.6/3.5 35b > Gemma4 31b > Qwen 3.5 9b > Gemma4 12b > Gemma4 26b", people say - "Qwen 3.6 for coding & Agentic, Gemma4 for human sounding text", people say ​ So I have been eyeing the RTX 3090 24 GB (or sometimes its cheaper Chinese companion… 30 r/LocalLLaMA community 2mo ago Finally - 4xRTX 5060TI nvtop showing clocks and PCIe speed while running gpu_burn I wrote a while ago about my plans to put together a quad 5060ti 16gb based system after finding them nicely discounted. Everything got delayed due to issues with CPU seating (damn re-used stock cooler with plastic push… 32 The Information — AI news-outlet 2mo ago Qualcomm in Talks to Buy Tenstorrent to Expand AI Chip Capabilities Qualcomm has been in talks to buy Tenstorrent, a startup that designs chips for AI, according to a person with direct knowledge of the deal. The two companies have discussed a price between at least $8 billion and $10 billion, the person said, which would be a significant… 11 Hacker News — AI on Front Page community 2mo ago Hetzner increased dedicated server prices 3-4x A few months after raising prices ~30%, Hetzner has increased bare metal pricing again, this time by 3-4x: AX102: €124 -> €454 AX162 (256GB): €244 -> €844 Comments URL: https://news.ycombinator.com/item?id=48542064 Points: 251 # Comments: 169 28 The Information — AI news-outlet 2mo ago Salesforce to Acquire Customer AI Agent Fin for $3.6 Billion Salesforce has agreed to buy Fin, a startup that develops customer agents formerly known as Intercom, for $3.6 billion, as the software giant hopes to win new businesses from enterprises to adopt its own AI offering. The sale price is a big premium to Fin’s last valuation of $2… 18 Hacker News — AI on Front Page community 2mo ago Hetzner Price Adjustment https://www.hetzner.com/pressroom/standardization-and-price-... Comments URL: https://news.ycombinator.com/item?id=48540844 Points: 256 # Comments: 380 34 r/LocalLLaMA community 2mo ago I got tired of juggling OpenRouter + Artificial Analysis + Design Arena tabs to pick a model, so I put them in one filterable table So every time I pick a model for a feature or random use-case I have I end up having like 12 tabs open — usually OpenRouter for price and context, Artificial Analysis for benchmarks, Design Arena for the UI/frontend Elo if thats relevant, a status/model page for throughput or… 34 The Information — AI news-outlet 2mo ago Fox to Buy Roku for $22 Billion The Murdoch family’s Fox is buying Roku for $22 billion in cash and stock, or $160 a share, giving Roku shareholders an exit at the highest price at which the stock has traded since the 2020-2022 Covid-fueled surge. In recent years Roku has traded mostly below $100 a share.… 21 arXiv — Machine Learning research 2mo ago High-Frequency Pricing at Scale for E-Commerce arXiv:2606.13741v1 Announce Type: new Abstract: This paper presents the design, development, and implementation of a specialized forecast-then-optimize algorithmic pricing tool for sales campaigns in fashion e-commerce. Sales events present unique challenges for pricing… 20 arXiv — Machine Learning research 2mo ago A Longitudinal Attribute-Conditioned Neural Network for Modeling Health-State Transition Probabilities in Temporally Irregular Data: The LANTERN Framework arXiv:2606.13880v1 Announce Type: new Abstract: Accurate estimation of long-term care transition probabilities is central to disability insurance pricing, reserving, and solvency assessment. Classical actuarial multi-state models commonly rely on Markov, semi-Markov, or… 32 arXiv — NLP / Computation & Language research 2mo ago Creative Integration: A Decidable Criterion of Creativity arXiv:2606.13977v1 Announce Type: new Abstract: "Integrative" solutions are widely praised but rarely defined: we lack an operational way to tell a genuine integration -- one that makes the world cheaper to describe -- from a tidy re-description. Building on the lineage that… 35 r/MachineLearning community 2mo ago Quant firms at ICML 2026 [D] I noted that in ICML 2026, quant firms are flocking and sponsoring as Diamond sponsors. Any reason? Source: https://icml.cc/sponsors/sponsors-list?year=2026at   submitted by   /u/Intrepid_Discount_67 [link]   [comments] 4 r/LocalLLaMA community 2mo ago I am losing my mind with FOMO and need some sanity checking about model capabilities The constant onslaught of new models and drops and releases and hardware price increases and civitai bans and now the ITAR restrictions I am becoming fixated on preparing my local data centre that I cannot afford to purchase or power. I recall when GPT 3.5 dropped thinking to… 28 r/LocalLLaMA community 2mo ago GLM 5.2 is deployed in GLM Coding Plan. API and MIT weights in a week. Voting and benchmarks on X. The model now supports a 1M context window and two thinking modes: max and high. z.ai recommends using max for coding. Vote on X What should we prioritize most? Longer context window MIT-licensed open weights No price increase Other links: GLM 5.2 announcement LLM Benchmark… 32 r/MachineLearning community 2mo ago Price is not cost: how we are using the wrong variable to measure the cost of LLMs [D] Upfront disclosure: this is my write-up (and I'll link it below), but laying out the argument here so you can strawman/steelman it without clicking anything. Assertion 1: per token price is the wrong metric for measuring the cost of work done by LLMs/reasoning models. Users get… 36 r/LocalLLaMA community 2mo ago Friendly reminder If you don't have it on your own drive, someone is going to take it away, enshittify it, bar you from accessing it, censor it, and hike the prices of it sooner or later.   submitted by   /u/Disposable110 [link]   [comments] 21 The Information — AI news-outlet 2mo ago Roku in Discussions to be Acquired Roku is in discussions to be acquired by another company, Bloomberg reported, sending shares of the streaming device maker up 20%. At the higher price, Reddit has a market capitalization of $21 billion. The idea that Roku might be acquired isn’t new. Roku’s ability to survive as… 9 The Information — AI news-outlet 2mo ago How Musk Kept Bankers Guessing in Sprint to SpaceX IPO High up in Goldman Sachs’ downtown Manhattan headquarters Thursday afternoon, bankers from Goldman and Morgan Stanley, together with SpaceX executives, toasted the pricing of SpaceX’s IPO over glasses of Champagne. In many ways, it was a replay of hundreds of other such… 14 The Information — AI news-outlet 2mo ago SpaceX Shares Open at $150 Per Share SpaceX shares started trading at $150 per share around mid-day on Friday, up 11% from the company’s initial public offering price of $135. Shares of the company climbed shortly after trading began, reaching about $165 shortly after noon. The offering makes SpaceX CEO Elon Musk… 7 TechCrunch — AI news-outlet 2mo ago Cheaper, faster, and culturally aware, Avataar’s video AI is built for India’s scale Avataar AI's distilled video model is priced at $0.005 for every second of generation 27 The Information — AI news-outlet 2mo ago Microsoft’s Gaming Glitch Sorry. We have no SpaceX news (if you define news as something you don’t already know). The rocket-and-cloud firm on Thursday priced its IPO at the $135 offering number announced last week, as it was widely expected to. Check back tomorrow, when shares start to trade. (Here’s a… 14 The Information — AI news-outlet 2mo ago Sierra Space, Axiom Plot IPOs as SpaceX Feeds Frenzy It’s finally here! SpaceX Thursday officially priced its IPO at $135 per share, valuing the company at around $1.75 trillion, capping a frenetic six month stretch that defied many of the norms of initial public offerings . If the IPO goes well, expect to see more space public… 31 TechCrunch — AI news-outlet 2mo ago SpaceX officially prices shares at $135 in the largest IPO ever Wits its official share pricing announcement, SpaceX's IPO has begun. 38 The Information — AI news-outlet 2mo ago Crypto Traders Bet on SpaceX IPO Popping 20% Crypto traders are pricing SpaceX perpetual contracts at $165 on exchanges such as Binance and Hyperliquid as of Thursday afternoon, about 20% higher than SpaceX’s IPO price of $135 per share. SpaceX stock is set to start trading on the Nasdaq Friday. Pre-IPO perpetual contracts… 17 The Information — AI news-outlet 2mo ago SpaceX Prices IPO at $135 Per Share, Starts Trading Friday SpaceX officially priced its initial public offering at $135 per share, the same figure as its earlier target, and the shares will start trading on Nasdaq on Friday, the company said in a filing. The take-it-or-leave-it approach upended Wall Street tradition where a company… 17 The Information — AI news-outlet 2mo ago Why Microsoft and Other Anthropic Customers Held Off On Using Claude Fable Anthropic’s latest AI is so good at coding tasks that many firms are willing to pay top dollar to use it even as Anthropic effectively raises prices. But some customers are holding off over cybersecurity concerns. In releasing its latest model, Claude Fable , Anthropic started a… 30 Marcus on AI community 2mo ago Breaking: OpenAI is pondering “drastic” price cuts. And that’s a sign of weakness 37 arXiv — NLP / Computation & Language research 2mo ago To Intervene or Not: Guiding Inference-time Alignment with Probabilistic Model Blending arXiv:2606.11201v1 Announce Type: cross Abstract: The wide deployment of LLMs has made model alignment necessary to make newly trained models safely and effectively respond to user instructions. Among different methods, inference-time alignment is often cheaper as it intervenes… 38 arXiv — NLP / Computation & Language research 2mo ago Every Act Has Its Price: Compressed Moral Composition in Frontier LLMs arXiv:2606.11232v1 Announce Type: new Abstract: Existing LLM moral benchmarks usually ask which isolated moral act, value, or foundation a model prefers. This is useful but incomplete. Realistic judgments often require a model to combine several moral signals within the same… 14 arXiv — NLP / Computation & Language research 2mo ago Small Experiments, Cheaper Decisions: A Case Study in Staged Promotion for Micro-Pretraining arXiv:2606.11387v1 Announce Type: new Abstract: Short pretraining runs can reduce experimental cost, but they can also over-promote configurations that only look strong at tiny budgets. We study an auditable staged-promotion protocol for a fixed micro-pretraining runner on two… 9 r/LocalLLaMA community 2mo ago Any recent news/updates on taalas chips?? They said they gonna bake the mid tier llm model into their chip. They said in spring they're gonna bake or hardcode a mid tier Llm into their chip. Do anyone have any kind of updates like what model they gonna use or what's the expected time or chip pricing   submitted by   /u/9r4n4y [link]   [comments] 17 arXiv — NLP / Computation & Language research 2mo ago Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models arXiv:2606.10829v1 Announce Type: new Abstract: Masked diffusion language models can reduce inference steps by revealing multiple tokens per denoising iteration, but this parallelism is fragile: positions that are individually confident may be unsafe to commit together when… 18 Page 6 of 9 · 414 articles ← Newer Older →
