Ornith-1.5 is a new family of open-source large language models comprising 9B Dense, 35B MoE, and 397B MoE variants trained using self-improving strategies. The models achieve state-of-the-art performance among open-source models of comparable size and deliver results comparable to Claude Opus 4.8 across reasoning, agentic, and coding tasks.

  • Terminal-Bench 2.1: 86.1
  • SWE-Bench: 86 on verified, 65.1 on pro, 79.6 on Multilingual
  • DeepSWE: 56
  • HLE: 44.6
  • ClawEval: 81.4
  • Tool Decathlon: 71.2