Build Your Own Agent Harness or Buy Claude Code?
Should you build your own AI agent harness or adopt Claude Code and Codex? A cost and control decision guide: adopt, extend, or build.
The price of intelligence
AI costs
Token prices are the sticker. Context, retries, subscriptions and unfinished work decide the bill.
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Continue the descent.
Analysis of AI pricing, API bills, subscriptions and the real cost of completing useful work.
GPT-5.6 vs Claude Opus 4.8 vs Fable 5: Which to Pick
OpenAI GPT-5.6 Sol, Terra and Luna versus Anthropic Claude Opus 4.8 and Fable 5: price, benchmarks and which model to pick in 2026.
Memory Shortage 2026: Causes and When It Ends
The 2026 memory shortage explained: why AI and HBM demand starved consumer DRAM, how high prices have climbed, and when the RAM shortage is likely to end.
AI Training Costs 2026: GPT-5.6, Claude Fable 5, Gemini
Training a frontier model costs $1B+. Breakdown of compute, energy, data, and R&D costs across the three leading labs, and what they mean for API prices.
New AI Models Released in July 2026: The Full List
Every new AI model released in July 2026 with dates, per-token prices and primary sources, plus the announced models still ahead on the release timeline.
Best Cursor Alternatives 2026, Ranked by Real Cost
Cursor got pricier and its owner changed. Compare the best 2026 alternatives ranked by real cost per task, not sticker price.
GPT-5.6 Sol Tops the Coding Leaderboard: At What Cost?
GPT-5.6 Sol went GA on July 9 and now leads the Artificial Analysis coding-agents leaderboard, but Claude Fable 5 still edges it on general intelligence.
Meta Muse Spark 1.1: A Cheap Agentic Coding Bet
Meta launched Muse Spark 1.1 at 1.25 and 4.25 dollars per million tokens to chase Anthropic and OpenAI. Pricing, benchmarks, and the honest verdict.
Grok 4.5 Cost Per Task: The 4.2x Efficiency Test
Grok 4.5 launched July 8 at $2 and $6 per million tokens with a 4.2x token-efficiency claim. Does it really cost less per task than Claude Opus 4.8?