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Man this was last year and some Claude subreddit drama that I can’t furnish offf the top of my head but maybe one of the historians remember it.


Noone can seem to remember anything with certainty when asked to actually substantiate these claims.



I mean there is a direct link two comments down from here from 30 minutes before your comment: https://news.ycombinator.com/item?id=49902477


That’s NOT Anthropic admitting to “nerfing” their model as claimed above (which implies intent), that’s a regression which they quickly fixed.

Christ this forum has become intellectually dishonest.


There has always been plenty of intellectual dishonesty here, but remember Hanlon's Razor.


Er, perhaps take a look after the edit:

> There are recorded cases of real regressions, but they're better characterised as incidents, not nerfs


I dont really characterize a nerf as always by intent.

So I found this incident, as they called it, to still be relevant and why benchmarks such as the OP are useful.


I’m typing from my phone and im not going to review the semantics of Anthropic’s storied history of performance issues.

It’s not just ant. There are so many small knobs that providers can claim isn’t nerfing but “load management” or “improving user experience”. One example from OpenAI is reducing juice to reduce time to first token.


You can just have your agent find the evidence, review it, copypaste it.


I asked a historian:

Two postmortems, neither quite "admitted to nerfing":

Sept 2025, infra bugs: "A small percentage of Claude Sonnet 4 requests experienced degraded output quality" [0], alongside "We never reduce model quality due to demand, time of day, or server load." [1]

April 2026, Claude Code: default reasoning effort was lowered from high to medium, plus a caching bug and a verbosity prompt. Per Anthropic, "The models themselves didn't regress, and the Claude API was not affected." [2]

So users were right that quality dropped, but the confirmed causes were bugs and a product default, not deliberate model degradation.

[0] https://status.claude.com/incidents/72f99lh1cj2c

[1] https://anthropic.com/engineering/a-postmortem-of-three-rece...

[2] https://texxr.com/handle/claudedevs

source: https://claude.ai/share/4435bbcf-d6df-44a0-b1db-f08a11858bc2


> bugs

There are no bugs, just happy little accidents.


u/bcherny does sound a bit like Bob Ross now that you mention it.


> "We never reduce model quality due to demand, time of day, or server load."

That just means they don’t reduce model quality for those reasons.

They didn’t mention other reason, for example, “Make more money”.




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