Unverified50% confidenceFactExact time
d1-ultra is a multimodal decision model specifically handling classification, routing, and scoring tasks; its input supports text and images, and it does not generate text but rather outputs structured probabilistic judgments.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
Unverifiedd1 represents a division-of-labor approach: generation tasks are given to language models, judgment tasks are given to decision models, and routing, classification, and scoring scenarios require low-latency, interpretable, verifiable output.78% similarPartially VerifiedA Decision Model returns a probability or classification result for content rather than outputting long passages of text, and its structured output can be used directly in if statements in code.75% similarUnverifiedDecisions API is a System 1 type model that does not follow the Next Token Prediction approach, but instead directly predicts the probabilities of various possible outcomes.73% similarVerifiedDecision-type models excel at structured tasks such as classification, routing, and judgment, rather than long-form text generation.72% similarVerifiedDecision models are a specialized architecture distinct from generative language models, with the core goal of outputting structured judgment results for given inputs rather than generating natural language text.69% similar
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