Liquid AI's first decision model, served only through the Liquid API. Returns Choice, Score and Noul answers with probability distributions and zero output tokens, on the /v1/systemone request shape used by TypeSafe's SDK.
Respan's behaviour-scoring model for evals, guardrails and monitoring. For each plain-language behaviour you define, it reads a conversation or agent trace and returns the probability the behaviour is present, absent or not observable, in one forward pass.
Decides
choice, score, noul, classify, route
noul, classify
Architecture
d1
span
Fine-tuned from
—
—
License
proprietary
proprietary
Availability
Hosted API
Hosted API
Hosted by
Liquid AI
Respan
Input price
—
$0.020/MTok
Decision accuracy
—
—
Calibration error
—
—
Valid action rate
—
—
Median latency
—
—
p95 latency
—
—
Evaluation suite
Figures are from each model’s manifest; accuracy and latency are what the publishers report, on their own suites and hardware. Add a third model.
Questions
What is the difference between d1 and span-01?
d1 is from Liquid AI and span-01 from Respan. Both are only available as a hosted API. Both answer noul and classify questions. Only d1 answers choice, score and route.
Which is more accurate, d1 or span-01?
Neither publishes an accuracy figure. Test both on your own labelled examples.
Which is cheaper, d1 or span-01?
d1: Hosted, price not published. span-01: $0.02 / $0 per 1M. Open weights cost nothing per call beyond your own hardware.