Executive Summary
- •Liquid AI released d1-ultra, an API-only multimodal decision model that evaluates text and image questions in a single forward pass with 0 output tokens.
- •Priced at $0.042 per 1M input tokens, the model achieved a vendor-reported score of 65 on the Artificial Analysis Decision Index, ranking #1 ahead of TypeSafe's Jev 1.13 at 58.
- •Each question in a request is billed as a separate prompt—charging 1,536 tokens per 1024x1024 image per question—while exact parameter counts and model weights remain undisclosed.
Community Sentiment
Key Developments & Data
Zubiqo Strategic Assessment
Primary Impact
AI application developers and enterprise engineering teams running high-volume classification, moderation, guardrail, and prompt-routing pipelines.
Strategic Shift
A move away from using general-purpose generative LLMs as judges and routers toward specialized zero-output-token probability models that eliminate generation latency and output token fees.
The Ripple Effect
While eliminating output token billing reduces single-question classification costs, Liquid's per-question input billing structure multiplies token consumption when batching multiple rubric checks against the same image or context.
This intelligence assessment is generated by Zubiqo's AI for informational purposes only.
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