175: Claude Opus 4.7 Breakdown: Community Backlash, Rate Limits, Overcoming Token Waste
AI with Kyle20 Huhti

175: Claude Opus 4.7 Breakdown: Community Backlash, Rate Limits, Overcoming Token Waste

Free step-by-step guide to avoiding token waste with Opus 4.7: https://aiwithkyle.com/mini/claude-opus-4-7

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Summary: Claude Opus 4.7 dropped yesterday and I've been poking around with it all morning. On paper, it looks great. Anthropic's benchmarks even include their own unreleased Mythos model, which is a first, and Opus 4.7 holds up well against everything else out there. But the community is not having it. Reddit, Hacker News, the usual corners of the internet are all saying the same thing: this is basically the original 4.6 in a new coat of paint, conveniently arriving after weeks of 4.6 getting suspiciously dumber and hitting limits faster. The new tokenizer uses up to 35% more input tokens for the same content, which means "same price per token" is a bit of a magic trick when everything costs more tokens. They've also replaced extended thinking with adaptive reasoning, which auto-routes your queries to different effort levels. Sound familiar? It's exactly what OpenAI did with GPT-5, and everyone hated that too.

The bigger picture here is one most people don't want to hear. Anthropic doesn't really want individual users. Their revenue is surging because of enterprise and API sales, not people on the $20 a month plan. They're reportedly hitting a $30 billion run rate, possibly overtaking OpenAI, and nearly all of that comes from businesses paying thousands a day in API costs. So when we complain about limits and sneaky cost increases, it's worth remembering we're not the customer they're building for. Intelligence is getting more expensive, not cheaper, at least for now. The days of unlimited access to frontier models for a flat monthly fee are properly behind us.

—— Time Stamps ——

0:00 Claude Opus 4.7 Launch: Community Reaction & Early Verdict 05:36 Adaptive Reasoning Removed: A Step Backward for Power Users 08:31 The Hidden Price Hike: New Tokenizer Costs Explained 11:21 MRCR Benchmark Drop: What Anthropic Didn't Tell You 13:52 Usage Limits & Safeguards: Getting Worse, Not Better 16:16 Anthropic's Real Priority: Enterprise Over Individual Users 18:40 The Brutal Truth: AI Is Getting More Expensive 21:13 How to Survive the Token Crunch: Practical Usage Tips

—— More Useful Resources ——

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