The sticker price is a lie. Sonnet 4.6 can outspend Opus 4.6. Gemini 3.1 Pro hides 5x token bloat. A PhD-level deep dive into LLM pricing, benchmarks, throughput, token consumption, prompt caching, and real effective cost per task across 9 models.
Anthropic banned the use of its consumer subscriptions ($20/mo Pro and $100/mo Max) for third-party agentic tools like OpenClaw. Here’s why they did it, and why OpenAI just won the builder community.
Everyone is distracted by 1M token windows. But when you look at real SWE-bench scores, context pruning, and actual API costs, Opus 4.6 and Gemini 3.1 Pro are built for entirely different jobs.
Google just dropped Gemini 3.1 Pro with a 1M token context window and 77.1% on ARC-AGI-2. But the real story is how it handles agentic coding and browser tasks.
xAI’s Grok 4.20 runs four AI agents that argue before answering you. Here’s the actual token math, latency numbers, and orchestration flow.
GPT-5.3-Codex is now generally available for GitHub Copilot Pro, Business, and Enterprise users. 25% faster, half the tokens, 57% on SWE-Bench Pro. Here’s everything that changed.
Apple’s Foundation Models framework gives developers direct access to a 3B-parameter on-device LLM via Core ML and Metal 4. Here’s what it means for iOS and macOS app development.
GitHub Copilot CLI brings AI assistance directly to your terminal. Learn how it works, what it can do, and the exact steps to install it via npm in minutes.
Sarvam AI unveiled Kaze at India AI Impact Summit 2026 – AI smart glasses built for 22 Indian languages. PM Modi tried them. May 2026 launch is incoming. Here’s the full breakdown.
Google Pixel 10a launches at $499 with Tensor G4, Android 16, 7-year updates, and Gemini AI on-device. Is it a lazy upgrade or the smartest mid-range buy of 2026?
