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.
The Capital & Compute field guide
Choose the system behind the story.
Move beyond the news cycle. Enter through costs, agents, models, hardware, infrastructure or markets—and follow the evidence all the way down.
Explore by topic
Six ways into the economics of AI.
Every article has one clear home and can surface in related worlds when the systems overlap.
- 0157 articles
AI costs
Token prices are the sticker. Context, retries, subscriptions and unfinished work decide the bill.
Start withWhy Is My AI API Bill So High? 8 Causes and FixesLatest signalInkling: Thinking Machines' First Open-Weight Model↗ - 0238 articles
Coding agents
The model matters. The harness, workflow and economics around it often matter more.
Start withThe 2026 AI Coding Agent Landscape: Leaders, Costs, HarnessLatest signalOpenRouter AI Explained: Pricing, Privacy and Tradeoffs↗ - 0343 articles
Models & benchmarks
Leaderboards compress messy reality into one number. Learn what survives outside the test.
Start withBest Open-Weight AI Models in 2026Latest signalInkling: Thinking Machines' First Open-Weight Model↗ - 0414 articles
Local AI & hardware
Memory capacity, bandwidth and utilization determine whether local inference is freedom or overhead.
Start withWhy Local LLMs Got Good in 2026: Capability & CostLatest signalWhat Is CXMT? China's DRAM Manufacturer Explained↗ - 0510 articles
Compute infrastructure
Behind every model is a physical and financial stack measured in gigawatts, GPUs and debt.
Start withAI Data Center Financing 2026: Inside the $700B BuildoutLatest signalWhat Does CoreWeave Do? AI Cloud Business Explained↗ - 0617 articles
AI markets
Productivity, publishing and national strategy reveal where AI is creating value—and moving it.
Start withThe AI Productivity Paradox: A Central Bank Measured ItLatest signalWhat Does CoreWeave Do? AI Cloud Business Explained↗
Latest analysis
Fresh from the field.
OpenRouter AI Explained: Pricing, Privacy and Tradeoffs
OpenRouter AI gives developers one API for 400+ models. See its real fees, privacy controls, pros, cons, and when going direct costs less.
What Does CoreWeave Do? AI Cloud Business Explained
What does CoreWeave do? See how its GPU cloud works, who uses it, how it makes money, its NVIDIA relationship, and the risks behind its rapid growth.
What Is CXMT? China's DRAM Manufacturer Explained
CXMT is the largest DRAM maker in China, now the number four global supplier, closing in on Micron on capacity while its HBM chips stay years behind.
AI Data Center Financing 2026: Inside the $700B Buildout
How AI infrastructure gets financed in 2026: Helix (KKR/Nvidia), Apollo/Blackstone (Anthropic), Stargate (OpenAI), and what this means for model pricing.
Best Open-Weight AI Models in 2026
The best open-weight AI models in 2026, ranked by use case: coding, long context, multimodal, on-device, and the real cost per finished task.
GitHub Pricing 2026: Free, Team & Enterprise Costs
GitHub pricing starts at $0. Compare Free, Pro, Team, and Enterprise costs, included usage, add-on fees, and which plan fits your team in 2026.
How to Save Money on RAM in 2026: 7 Strategies
RAM prices roughly tripled in 2026. Here are 7 ways to save money buying memory: right-size capacity, buy used, find bundle deals, time the market, and more.
Kimi K3: What Is Confirmed and What Is Rumored
Kimi K3 launch tracker: what Moonshot has confirmed, what is still rumored, and what the open-weight coding model means for your costs.