Best AI for Word Problems
Find the best AI for math word problems. Ranked across translating prose into equations, multi-step reasoning, and grounded numerical answers.
3 challenges20 models#1 Claude Fable 5
How Word Problems rankings are computed
20 models tested across 3 word problems challenges. Composite score: 30% Rival Index, 20% task coverage, 20% challenge-scoped duel performance, 15% recency, 15% tier. Deduplicated by product line. Claude Fable 5 leads at 89.1/100. Drawn from Rival's open dataset of 21,000+ human preference votes.
Rival's Pick
#3 Rival IndexAnthropic flagshipToo close to call
Head-to-Head
Full Rankings
20 models#
Model
Coverage
Index
Price
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Challenges3
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