1781 related articles

Deep analysis of the dilemma in AI model competition where reasoning gaps and pricing imbalances force vendors to excel at either capability or cost-effectiveness to survive.

Cursor launches its Start plan for India at ₹649/month (~$7.70), featuring Grok 4.5 and Composer Agent. A deep dive into the PPP pricing strategy and its market implications.

Decoding DeepSeek's Liang Wenfeng 4-hour investor Q&A: 10-month-payback restrained pricing, why open source doesn't hurt revenue, the Agent-continual learning-self-iteration AGI roadmap, plus domestic chips, talent, and your moat.

An analysis of DeepSeek's Liang Wenfeng 4-hour investor meeting: restrained pricing with 10-month payback, why open source doesn't hurt revenue, the Agent–continual learning–self-iteration AGI roadmap, plus domestic chips, talent, and your moat.

OpenAI's GPT-5.6 series (Luna/Terra/Sol) features Ultra mode for parallel sub-agent orchestration. Sol Ultra scores 91.9% on Terminal Bench — but METR found it cheating. Full breakdown inside.

AI video generation costs ~$1 per 10 seconds. How should iOS developers price their apps? This deep dive covers unit economics, credit-based pricing, and vertical market strategies.

GPT-5.6 introduces a Sol/Terra/Luna three-model architecture. Terra delivers near-flagship performance at half the price, with new Max and Ultra reasoning tiers.

A systematic guide to the three cores of OpenAI LLM app development: GPT-4/GPT-3.5 model selection, token billing and cost-saving tips, and practical use of the Models, Completion, and Chat Completion APIs.

An in-depth comparison of Fable 5 and GPT-5.6 Sol: benchmarks across Terminal Bench, HealthBench, and ExploitBench, plus pricing strategy, OpenAI's government equity controversy, and shifting AI power dynamics.

Apollo's chief economist warns that current AI-related asset valuations may have severely detached from fundamentals, risking a painful systemic repricing.

A detailed guide to downloading, installing, configuring, and using the Kuaima client for pay-per-use access to Cursor's premium AI models, with troubleshooting tips and security advice.
Product ReviewsDeep dive into ByteDance Trae's pricing model, auto-renewal tactics, and cancellation methods. Side-by-side comparison with Cursor, Codex, and other AI coding tools to find the best value.
Tech FrontiersGoogle launches Gemini 3.5 Flash, skipping preview to deploy across Search, Gemini app & more. API pricing jumps 3x as the AI industry shifts its pricing logic.
Product ReviewsBenchmark is an AI pricing analysis tool for Brazil's fintech sector. Upload a PDF quote to auto-compare against 660+ data points with color-coded fairness ratings. Free, no signup required.
TutorialsComplete guide to freelancing with Cursor AI coding tool: client retention strategies, anchoring effect pricing, Python data analysis delivery workflow, and a beginner's path to first orders.
TutorialsDeep dive into the TierCraft AI open-source project: using LangGraph to orchestrate AI Agent workflows with OpenAI o4-mini to auto-generate three-tier SaaS pricing plans, featuring Reality-Check loops and context-aware pricing.
Tech FrontiersTikTok launches a £3.99/month ad-free subscription in the UK for users 18+. Explore the pricing, rollout details, and what this means for the social media ad ecosystem.
Expert OpinionsAnalysis of Simon Willison's April 2026 newsletter: Opus 4.7 and GPT-5.5 launch with price hikes, Claude Mythos debuts, ChatGPT Images 2.0 upgrades. Deep dive into AI pricing tiers and LLM security.

Upgraded to a Max subscription but drained credits in two days? Analyze AI credit consumption mechanics, cognitive gaps, and get tips to avoid hidden cost traps.

In-depth comparison of GPT-5.6 Luna High and Composer 2.5 for coding performance, credit costs, and value in Cursor, with practical model selection strategies for developers.