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Announcing Artificial Analysis Long Context Reasoning (AA-LCR), a new benchmark to evaluate long context performance through testing reasoning capabilities across multiple long documents (~100k tokens) The focus of AA-LCR is to replicate real knowledge work and reasoning tasks,

Here is the new Artificial Analysis Intelligence Index standing. The inclusion of AA-LCR in Artificial Analysis Intelligence Index v2.2 marginally improves the relative ranking of Claude 4 Sonnet (Thinking) from 58 to 59 points and is now equivalent to DeepSeek R1 0528. Note:

Example Question: For the company and quarter where the company reported a 13.5% decline on the prior quarter’s operating income. What was their adjusted EBITDA? List the company name and adjusted EBITDA Example Document Provided to Answer Question: d1io3yog0oux5.cloudfront.net/_7d21ae8f93fa6…

Link to question dataset on @HuggingFace: huggingface.co/datasets/Artif…

Link to AA-LCR announcement: artificialanalysis.ai/articles/annou… Includes further details regarding AA-LCR including how the dataset was developed. You can learn more about the Artificial Analysis Intelligence Index v2.2 at artificialanalysis.ai/methodology/in… Detailed AA-LCR results on Artificial