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Ornith-1.0-397B

Ornith AI released Ornith-1.0-397B, a 397-billion-parameter mixture-of-experts model with 262K context, on 2026-06-25, now superseded by Ornith-1.5-397B. The model self-reports coding scores of 77.5 on Terminal-Bench 2.1, 82.4 on SWE-bench Verified, and 48.2 on NL2Repo, reasoning scores of 30.2 on HLE and 88.1 on GPQA-Diamond, and agentic scores of 76.4 on MCP-Atlas, 43.2 on Toolathlon-Verified, and 77.1 on ClawEval. It is MIT-licensed on HuggingFace at ornith-ai/Ornith-1.0-397B, with FP8 and GGUF quantizations available.

read1 min views2 publishedAug 24, 2026
Ornith-1.0-397B
Image: Tokenstead (auto-discovered)

MoE workstation**~397B total params, MoE** - the original Ornith-1.0 flagship, released 2026-06-25 and superseded by Ornith-1.5-397B. Self-scaffolding: the model jointly learns to generate solution rollouts and the task-specific harnesses that guide them. 262K context, MIT-licensed on HuggingFace at ornith-ai/Ornith-1.0-397B

(FP8 and GGUF quantizations). #

**Coding (vendor self-reported):** Terminal-Bench 2.1 77.5, SWE-bench Verified 82.4, NL2Repo 48.2. -
**Reasoning:** HLE 30.2, GPQA-Diamond 88.1. -

Agentic: MCP-Atlas 76.4, Toolathlon-Verified 43.2, ClawEval 77.1.

Superseded by Ornith-1.5-397B (TB-2.1 86.1, SWE-bench Verified 86.0). Prefer 1.5 for new work. Server-class only. coding reasoning agentic

  • 397.0B
  • 262k
  • mit
  • 🇺🇸 USA
  • Jun 2026

Scores #

Coding

88

Reasoning

86

Tool calling

82

General

85

Or run it in the cloud #

No per-token API provider pricing tracked for Ornith-1.0-397B yet.

For flagship list prices, see the
[calculator](/calculator).

PRICE HISTORY

Inference cost over time #

Data accumulates from the first daily sync - longer ranges populate over time. Prices come from OpenRouter snapshots, not a historical API.

price history...

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