Muse Wonder: Pricing, Benchmarks, Cost per Task
Muse Wonder costs $4 and $20 per million tokens, Claude Opus 5.5's exact rate. It scores 52 on the AA index at $4.52 a task; GPT-6.1 Sol scores 52 for $0.72.
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Move beyond the news cycle. Enter through costs, agents, models, hardware, infrastructure or markets, and follow the evidence all the way down.
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Best Local LLMs as Good as Paid AI, Ranked by RAM
The top local LLMs for every RAM size, ranked. A 32GB Mac now runs a free model that ties a paid flagship, and even 8GB beats older paid models.
Which Games Has AI Decompiled? The Verified List
AI agents helped finish Melee and both Snowboard Kids games, and matched 99.9% of SM64 DS. The verified list, with the models each project names.
Warp Pricing Explained: What $20 a Month Buys Now
Warp is free, Build is $20 a month and Max is $200. In October 2026 the plans switched from credits to dollars, and Max lost about 17% of its included usage.
What Is REA? Reverse Engineer Apps With AI Agents
REA is a free MIT MCP server that lets Claude Code and Codex reverse engineer binaries, Electron apps and APKs. The real package, setup, rivals and limits.
Why Mathematicians Are Furious at OpenAI's 722 Proofs
OpenAI dumped 722 AI-written math papers on GitHub and skipped the rules its own advisers set. Mathematicians now want a boycott. Here is why, and the cost.
Claude Haiku 5.5: Pricing, Benchmarks, Cost
Claude Haiku 5.5 costs $0.10/$0.50 per million tokens for prompts under 100K, 90% below Haiku 4.5, and scores 43 on Artificial Analysis at $0.21 a task.
Do You Need Inngest With the Vercel AI SDK?
Not for chat. For agents that outlive a 300-second function, yes, or AI SDK 7 WorkflowAgent instead. Where TanStack AI fits, and what durability costs per run.
Mistral Large 4: Pricing, Benchmarks, Open Weights
Mistral Large 4 costs $0.68/$2.09 per million tokens on launch sale, $1.36/$4.18 at list. Artificial Analysis scores it 38. Weights are due by end of October.
Reflection AI Beam: Benchmarks, Open Weights, Access
Reflection AI's Beam is a 501B open-weight model, 23B active, with Apache 2.0 weights due in October 2026. Its own benchmarks put it level with GLM-5.2.
What Is OpenUI? The Generative UI Framework Explained
OpenUI is the MIT-licensed generative UI framework from Thesys. Its OpenUI Lang streams 2.1x fewer tokens than JSON, not 3x. The hype, use cases, and rivals.
Which AI Agent Platforms Support BYOK?
Eight of 13 AI agent platforms checked in October 2026 support BYOK: Clay, Gumloop, n8n, Sim and more. Your own key rarely cuts the bill, and here is why.
Is Claude Nerfed? How to Tell If a Model Got Worse
Check whether Claude got worse: independent evidence for each Claude model, a live daily benchmark chart, and how a nerf test works and what it misses.
Which Languages Do LLMs Support Well?
Frontier LLMs score 95 to 98% of their English level in about a dozen major languages. Below that, quality falls fast. A four-tier map with the evidence.
How to Test LLM Apps Without Paying for Tokens
Test LLM apps for $0 in October 2026: the free LLM APIs that still work, their real limits and data catches, checked against each provider's own docs.
New AI Models Released in October 2026: Prices
Every AI model released in October 2026, with dates, verified launch prices and a primary source for each. Updated through the month as releases land.
Claude Code Dashboard Mods: The Set We Built and Use
The Claude Code dashboard mods we run above the prompt for activity, context, repo, CI, memory and usage, with how each works and a code sketch to start from.
Jev for SEO: Search Console API Triage with Claude Code
Average Google position went from 12.7 to 6.2 and clicks from 1.6 a day to 248 after a Search Console API audit with Jev and Claude Code. Here is how.
Best Claude Code Mods and Where to Find Them
The best Claude Code mods by job: usage-meter for plan limits, context-bar for context, whats-agent-doing for live activity, and how to vet the rest.
Gemini 4 Argon: Pricing, Benchmarks, Access
Gemini 4 Argon costs $2 and $10 per million tokens, then $4 and $20. It ties GPT-6 Astra on the AA index and is cheaper per task only until the rate doubles.
Vals Index vs Artificial Analysis: Why Rankings Differ
Gemini 4 Argon is first on the Vals Index and tied third on Artificial Analysis. The split comes from weighting: finance is 52% of the Vals score.
Is ChatGPT Pro 500 Worth It? Pro 500 vs API Breakeven
ChatGPT Pro 500 costs $500 a month for Ultrafast. At API rates that buys about 40 Ultrafast agent loops. The breakeven against Pro 200 and the API, worked.
Codex Cloud vs Local: What Each Task Costs in 2026
A Codex cloud task bills the same token rates as a local one, but only local can fall back to an API key. Per-task credit costs for Sol, Astra and Ultrafast.
Dots vs Muse vs Grok Bot: Which AI Agent Is Best?
Muse is free, Grok Bot starts at $20 through Cursor Pro, and Dots needs ChatGPT Pro at $100. Which always-on AI agent is best by price, region and safety.