HEAD TO HEAD

decision-flash vs laya-cybersec

Q: Can I run decision-flash or laya-cybersec locally?

laya-cybersec yes — systemone pull textcortex/laya-cybersec downloads its weights. The other is only served as a hosted API.

Telnyx: decision-flash and TextCortex: laya-cybersec, compared on what they decide, where they run, what they cost and what their publishers report.

The short version

decision-flash is only available as a hosted API; laya-cybersec has open weights you can download and run.
Both answer noul and classify questions.
Only decision-flash answers choice, score and route.
decision-flash is licensed proprietary; laya-cybersec, other.

Property	telnyx/decision-flash	textcortex/laya-cybersec
Summary	Telnyx's hosted decision models, in beta on Telnyx Inference. One request carries shared state and up to 64 typed questions (choice, yes/no noul, ordered score) and returns a probability per option, with no generated text, on a TypeSafe-compatible /v1/systemone route.	Laya fine-tune that scans untrusted text (extracted files, knowledge-base documents, agent skills, tool descriptions) for prompt injection and data exfiltration in English and German, as a noul question answered in one forward pass. 322M parameters, PyTorch and ONNX.
Decides	choice, score, noul, classify, route	noul, classify
Architecture	telnyx-decision	laya
Fine-tuned from	—	convaiinnovations/laya-multilingual
License	proprietary	Unspecified; training data includes CC BY-NC-SA 4.0 material (non-commercial), not relicensed
Availability	Hosted API	Open weights
Hosted by	Telnyx	—
Input price	$0.035/MTok	—
Decision accuracy	—	—
Calibration error	—	—
Valid action rate	—	—
Median latency	—	95.4 ms

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 decision-flash and laya-cybersec?

decision-flash is from Telnyx and laya-cybersec from TextCortex. decision-flash is only available as a hosted API; laya-cybersec has open weights you can download and run. Both answer noul and classify questions. Only decision-flash answers choice, score and route. decision-flash is licensed proprietary; laya-cybersec, other.

Which is more accurate, decision-flash or laya-cybersec?

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

Which is cheaper, decision-flash or laya-cybersec?

decision-flash: $0.035 / $0 per 1M. laya-cybersec: Free (open weights). Open weights cost nothing per call beyond your own hardware.

Can I run decision-flash or laya-cybersec locally?

laya-cybersec yes — systemone pull textcortex/laya-cybersec downloads its weights. The other is only served as a hosted API.