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Pending benchmarksTracking since Oct 20, 2026

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.

Announced facts

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.

Next steps

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)
Self-reported

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.

Receipts

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, 2026

Tracking continues until an independent board lists it.