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[ARTICLE Β· art-45129] src=ampcode.com β†— pub= topic=ai-tools verified=true sentiment=↑ positive

Faster Deep & Rush

Amp announced that its 'deep' and 'rush' modes now deliver first tokens 87% faster and overall responses 32% faster, achieved primarily through websocket communication with OpenAI and a recent platform rebuild. The improvements yield up to 40% end-to-end speedups on long-horizon tasks.

read1 min views8 publishedJun 5, 2026

The first token now arrives 87% faster and entire responses are 32% faster, p50, in Amp's deep

and rush

modes.

How? Mostly using websockets for communication with OpenAI, partly because we

rebuilt Amp to be much faster last month. These gains matter most on long-horizon tasks, where we're seeing up to a 40% end-to-end speedup from user prompt submission to completion.

You can see the difference:

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