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Curtis Allen Sep 28, 2026
Slack reports better offline results with fewer tokens Read evidence ↗ IN CONTEXT Assistant evaluation efficiency 1 viewpoints
01 Slack reports better offline results with fewer tokens Curtis Allen 2026-09-28 Equal sectors are reading positions, not rankings.
01 Slack reports better offline results with fewer tokens Curtis Allen · 2026-09-28 Showing 1–1 of 1 viewpoints · Newest sources first
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Slack reports better offline results with fewer tokens In a customer testimonial published by Anthropic, Slack’s Curtis Allen reports that Sonnet 5.5 outperformed Sonnet 5 on almost all of their offline Slackbot evaluations without prompt changes, using fewer steps and about 14% fewer output tokens.
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Curtis Allen · Sep 28, 2026
Customer testimonials published by Anthropic for Claude Sonnet 5.5 Original excerpt
“Without changing any of our prompts, Claude Sonnet 5.5 did better than Sonnet 5 on almost all of our offline Slackbot evals, in fewer steps and with about 14% fewer output tokens. When someone gives Slackbot a task, quality and speed are what matter most, and Sonnet 5.5 allows Slackbot to deliver better outcomes for users, faster.” Source & context
Publication dates describe the sources, not changes in belief.