Is Deployxa LM 1.0 state of the art?Pending benchmarks.Announced Oct 20, 2026; no independent results yet.
Deployxa's 1.5B open-weights SRE model that diagnoses container and deployment failures and returns machine-executable JSON fix recipes. Weights under Apache 2.0 on Hugging Face (a LoRA adapter on Qwen2.5-Coder-1.5B-Instruct) and on Ollama; 860 MB at Q4_K_M.
The details so far
- Lab
- Deployxa
- Announced
- Oct 20, 2026
- API
- Not yet
- Open weights
- Published
- Parameters
- 1.5B
- Lab
- Deployxa
- Weights
- Apache 2.0 LoRA adapter on Hugging Face (base Qwen2.5-Coder-1.5B-Instruct); Ollama deployxa/deployxa-lm
- Footprint
- 860 MB (Q4_K_M GGUF)
- Output
- JSON remediation recipes; abstains and escalates on thin telemetry (lab statement)
- Eval harness
- Cloud SRE Bench on GitHub (26-case public subset), the lab's own; not Vals AI's SRE Bench
- Hosted
- Live console at chat.deployxa.com; powers Deployxa Cloud's orchestrator (lab statement)
Tags marked unsure are not stated on the lab's own pages.
What would let us call it
Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.
- Publicly announced with a source
- Usable by the public (API or weights)
- Listed on an independent board we track
- Enough results for a rank in a category
- Holds across two snapshots (crowns only)
What the lab claims
Self-reported. Shown for context; not used in any verdict.
Lab claim: on its 384-incident eval, root-cause accuracy 76.4% (GPT-4o 71.4%, Claude 3.5 Sonnet 69.2%) and verified container recovery 48.2% (GPT-4o 37.3%).
Lab claim: 5.8% false alarms, 16× fewer than regex rules, and 0/50 prompt leaks.
Sources
LABDeployxa announcement on Xx.com/deployxa/status/2112573330528014803 · Oct 20, 2026REPOdeployxa-lm-1.0 on Hugging Facehuggingface.co/deployxa/deployxa-lm-1.0 · Oct 19, 2026REPOdeployxa/deployxa-lm on Ollamaollama.com/deployxa/deployxa-lm · Oct 20, 2026REPOCloud SRE Bench harness on GitHubgithub.com/deployxa/cloud-sre-bench · Oct 20, 2026Tracking continues until an independent board lists it.