laya-typed-decisions-noulxp vs solar-decide: System One models compared

Q: Can I run laya-typed-decisions-noulxp or solar-decide locally?

laya-typed-decisions-noulxp yes — systemone pull convai-innovations/laya-typed-decisions-noulxp downloads its weights. The other is only served as a hosted API.

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The short version

laya-typed-decisions-noulxp has open weights you can download and run; solar-decide is only available as a hosted API.

Both answer choice, score, noul, classify and route questions.

solar-decide reads up to 512K tokens of state, against 1K tokens for laya-typed-decisions-noulxp.

laya-typed-decisions-noulxp is licensed apache-2.0; solar-decide, proprietary.

Property	convai-innovations/laya-typed-decisions-noulxp	upstage/solar-decide
Summary	Unofficial NoulXP package of Convai Innovations' Laya typed-decisions (Apache-2.0), fp32-o23: checked against the model's own answers, none changed. Not made by Convai Innovations.	Upstage's structured decision model, a System One endpoint on Solar Mini 4. Returns a choice, a score or a yes/no answer with a probability read from the model, in one forward pass, on the same /v1/systemone schema as Jev.
Decides	choice, score, noul, classify, route	choice, score, noul, classify, route
Architecture	laya	solar
Fine-tuned from	convai-innovations/laya	—
License	apache-2.0	proprietary
Availability	Open weights	Hosted API
Hosted by	—	Upstage
Input price	—	$0.10/MTok
Decision accuracy	—	—
Calibration error	—	—
Valid action rate	—	—
Median latency	126 ms	—
p95 latency	2185 ms	—
Evaluation suite

convai-innovations/laya-typed-decisions-noulxp

upstage/solar-decide

Summary

Unofficial NoulXP package of Convai Innovations' Laya typed-decisions (Apache-2.0), fp32-o23: checked against the model's own answers, none changed. Not made by Convai Innovations.

Upstage's structured decision model, a System One endpoint on Solar Mini 4. Returns a choice, a score or a yes/no answer with a probability read from the model, in one forward pass, on the same /v1/systemone schema as Jev.

Decides

choice, score, noul, classify, route

Architecture

laya

solar

Fine-tuned from

convai-innovations/laya

—

License

apache-2.0

proprietary

Availability

Open weights

Hosted API

Hosted by

—

Upstage

Input price

—

$0.10/MTok

Decision accuracy

—

Calibration error

—

Valid action rate

—

Median latency

126 ms

—

p95 latency

2185 ms

—

Evaluation suite

Questions

What is the difference between laya-typed-decisions-noulxp and solar-decide?

laya-typed-decisions-noulxp is from Convai Innovations and solar-decide from Upstage. laya-typed-decisions-noulxp has open weights you can download and run; solar-decide is only available as a hosted API. Both answer choice, score, noul, classify and route questions. solar-decide reads up to 512K tokens of state, against 1K tokens for laya-typed-decisions-noulxp. laya-typed-decisions-noulxp is licensed apache-2.0; solar-decide, proprietary.

Which is more accurate, laya-typed-decisions-noulxp or solar-decide?

Neither publishes an accuracy figure. Test both on your own labelled examples.

Which is cheaper, laya-typed-decisions-noulxp or solar-decide?

laya-typed-decisions-noulxp: Free (open weights). solar-decide: $0.1 / $0 per 1M. Open weights cost nothing per call beyond your own hardware.

Can I run laya-typed-decisions-noulxp or solar-decide locally?

laya-typed-decisions-noulxp yes — systemone pull convai-innovations/laya-typed-decisions-noulxp downloads its weights. The other is only served as a hosted API.