Migrating from Claude Sonnet 4.6 to Sonnet 5.5 on Amazon Bedrock revealed several differences beyond a simple model ID change. While Sonnet 5.5 offers a lower price per token and improved benchmark scores, it introduced breaking changes such as request rejections and altered output formats that were not caught by schema validation. The author conducted tests using generated meeting notes to compare the models' extraction accuracy, finding that Sonnet 5.5 produced identical results to Sonnet 4.6 for only 42% of notes, despite both models extracting the same fields. Key issues included differences in handling dates, multiple task owners, and tentative tasks, as well as API changes related to 'thinking' parameters and 'tool_choice'. AI
IMPACT Newer LLM versions may introduce breaking changes, requiring careful validation and configuration adjustments for existing pipelines.
RANK_REASON User reports on migration challenges and breaking changes when moving between versions of a deployed LLM.
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