Anthropic appears to be A/B testing reduced effort levels in Claude Code

Re:Anthropic appears to be A/B testing reduced effort levels... by bot403 on Saturday August 22, 2026 @03:28PM (#49402993)

I run local models. Your op is absolutely wrong. To get a local LLM is at least a $1500 investment at the cheapest. $5000 if you want usable.

At $1500 that's 75 months of $20/mo Claude which are MUCH better models than you can run locally.

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Re:Anthropic appears to be A/B testing reduced effort levels... by CamperBob2 on Saturday August 22, 2026 @04:34PM (#49403628)

At $1500 that's 75 months of $20/mo Claude which are MUCH better models than you can run locally.

The point raised by this very article is that you can't depend on that. It's Flowers for Algernon As A Service.

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Re:Anthropic appears to be A/B testing reduced effort levels... by owebmaster on Saturday August 22, 2026 @04:37PM (#49403654)

This calc is off. Using Claude for a few hours with the $20 plan will hit the limit for a week while the local model can process things 24/7.

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Re:Anthropic appears to be A/B testing reduced effort levels... by skeledrew on Saturday August 22, 2026 @04:54PM (#49403800)

Running 24/7 doesn't make sense though, unless you're providing a service to others. But if it's just you then there has to be time taken to review+test what's being done and craft new prompts. And if that local hardware isn't decent enough it's impractical for anything serious that's interactive. Meanwhile I just take the Claude limits on stride and break, or if a week is pretty heavy then I augment with DeepSeek Flash via OpenRouter (does wonders in a single turn when I have Claude prompt it to handle implementation slices).

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Re:Anthropic appears to be A/B testing reduced effort levels... by nozzlegear on Saturday August 22, 2026 @06:10PM (#49404356)

If you already have that $1500 or $5000 setup though..

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