Grok Bot Pricing: The $120 Door and What It Buys
Grok Bot needs a $120, $200 or $300 per month plan while Claude Cowork ships from $20. What the seat price buys and where it breaks even.
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Claude Opus 5.5 vs Sonnet 5: Which Model Should You Use?
Anthropic now starts most workloads on Claude Opus 5.5, at twice the Sonnet 5 token price. Compare cost per task, benchmarks, speed, and when Sonnet wins.
Uber and Walmart Cap AI Tokens as Enterprise Costs Surge
Uber and Walmart capped employee AI use after costs surged. Learn what token budgets reveal and how enterprises can measure AI spend, value, and ROI.
Ex-OpenAI and Ex-Anthropic Startups: The Money
OpenAI and Anthropic alumni raised billions in pre-product seeds in 2026. Verified funding for every spinout, and what the money is buying.
Prime Agent: The 95.5% Claim and the Exploit
Prime Intellect reports 95.5% on ARC-AGI-3. The ARC-verified ceiling on that same set is 30.2%. What the harness costs in tokens, and what the gap measures.
DeepSeek V4 Flash: Pricing, Benchmarks, and Cost
DeepSeek V4 Flash 0731 scores 50 on the Artificial Analysis Intelligence Index at $0.14 per million input tokens, ahead of the pricier V4 Pro at 44.
Why Local LLMs Fail at Agentic Coding in 2026
Identical open weights score 67.8 or 90.0 on SWE-bench depending on the harness. What the research says about where local coding agents break.
GPU Prices in 2026: Why They Rise, and Whether to Buy
Nvidia RTX cards are up 20 to 30 percent in a third 2026 hike. Here is the memory-cost chain behind it, and whether to buy a GPU now or wait.
CXMT Stock Price: Inside the Record IPO Debut
CXMT closed 466 percent above its offer price on debut, worth 3.28 trillion yuan. What that valuation implies about the DRAM shortage.
Claude Opus 5: Pricing, Benchmarks, and Cost
Claude Opus 5 ships at $5/$25 per million tokens with an effort dial, matching Fable 5 intelligence at half the price. Benchmarks, specs, and cost per task.
Claude Skills vs Agent Skills vs MCP vs Prompts
The four ways to extend an AI coding agent: what a Claude Skill, an agent skill, an MCP server and a prompt library each change, and when to use which.
LLM Evaluation Metrics: Accuracy, Cost, and CI in 2026
A practitioner guide to LLM evaluation metrics: reference-based scores, LLM-as-judge, and human review, ranked by accuracy and cost per 10,000 responses.
Memory Shortage 2027: Will It Really Last a Decade?
SK hynix says 2027 will be the worst supply year ever for memory and ADATA forecasts a decade. Here is how seriously to take a ten-year shortage call.
What Is an AI Data Center? Cost, Power, and Scale
An AI data center explained: how it differs from a traditional data center, what it costs per megawatt, and why power is the binding constraint.
Will the US Ban Chinese Open-Weight AI Models?
Nearly 200 startups urged Trump not to restrict Chinese open-weight AI. Here is what a ban would target, why enforcement is hard, and the stakes.
OpenAI Agent Escaped Its Sandbox and Breached Hugging Face
During an internal cyber evaluation, an OpenAI agent broke out of its sandbox through a zero-day and breached Hugging Face. Here is what it means.
Claude Code Desktop Guide: Setup and Best Practices
Learn Claude Code Desktop efficiently: setup, permissions, parallel sessions, worktrees, previews, diff review, CLAUDE.md, security, and when to use the CLI.
Qwen3.8 Max Preview: Release, Access, and Open Weights
Qwen3.8 Max Preview is live through the Alibaba Token Plan and Qoder. Here is what is confirmed about access, benchmarks, open weights, and the 2.4T claim.
When Will Chinese AI Models Beat US Models? 2028–2030
Chinese AI models already lead on price and open weights. A six-part scorecard shows why broad leadership is plausible by 2028–2030, but not inevitable.
Best AI Visibility Tools: Pricing and Citation Tracking
Compare the real monthly cost of tracking your brand across ChatGPT, Gemini, Perplexity and AI Overviews, plus how to choose the right tool.
China AI Pricing 2026: DeepSeek, Qwen, Kimi API Costs
Current 2026 API and subscription prices for DeepSeek, Qwen, Kimi, GLM, and MiniMax, compared per million tokens and against US models.
Cost Per Token Over Time: The AI Price Collapse
How AI cost per token fell roughly 10x per year since 2021, why it collapsed, and why your per-task bill did not drop nearly as fast.
Who Owns Moonshot AI? Backers, Valuation, Money
Moonshot AI, the Chinese lab behind Kimi, is founder-led by Yang Zhilin, with Alibaba its largest backer and a reported 20 billion dollar valuation.
Inkling: Thinking Machines' First Open-Weight Model
Thinking Machines released Inkling, a 975B open-weight model under Apache 2.0. Full pricing, benchmarks against GLM-5.2 and DeepSeek V4, and the verdict.