DeepReinforce
3 models across 2 families · Latest: Ornith-1.0 9B (2026-06)
DeepReinforce's portfolio covers 3 active models across 2 current families, spanning coding, rag, and agents. Open a model detail page to compare provider routes and sourced benchmarks.
Covers 5 workload areas across 3 active tracked models; last verified 2026-08-26.
Use it for
- Teams evaluating coding, rag, and agents across this lab's releases
- Comparing model families before committing to a flagship
- Migration and pricing follow-ups across 3 tracked models
Do not use it for
- Choosing a hosting provider without opening a model page for price ladders
Active models
3
Current models from this lab, excluding deprecated ones
Active families
2
Current model families from this lab
Open catalog
3 open
3 open source / 0 open weights
Lowest output price
Not tracked
No provider output pricing linked yet
Latest dated release
2026-06-25
Ornith-1.0 9B
Freshness
2026-08-26
Researched 26d ago
Information
Release cadence
- Dated releases
- 3
- Latest model
- Ornith-1.0 9B
- Latest date
- 2026-06-25
Where this lab wins
- Coding: 3 tracked models with SWE-bench / HumanEval-style scores.
- RAG: 3 tracked models with ruler / needle retrieval benchmarks.
- Agentic: 3 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
- Long-context: 3 tracked models with context-token or InfiniteBench-class signal.
Flagship quality / price signal
- Flagship
- Ornith-1.0 35B
- Selection source
- Best sourced coding Q/$
- Coding grade
- unknown
- Benchmark / output price
- Not enough sourced benchmark and price coverage
About
DeepReinforce, now publicly branded as Ornith, is an AI research company specializing in reinforcement learning methods for language models. Its Ornith model family uses self-scaffolding and self-improvement training: models learn to generate tasks, design execution harnesses, and produce solution rollouts rather than relying only on hand-engineered scaffolds. The first public release was Ornith 1.0 in June 2026.
Featured models
| Model | Released | Context | Input price ($/1M) | Output price ($/1M) | License | Openness |
|---|---|---|---|---|---|---|
| Ornith-1.0 9B | 2026-06-25 | 262k | - | - | MIT | Open source |
| Ornith-1.0 35B | 2026-06-25 | 262k | - | - | MIT | Open source |
| Ornith-1.0 397B | 2026-06-25 | 262k | - | - | MIT | Open source |
Model families
Recent releases
- Ornith-1.0 9B- 2026-06-25
- Ornith-1.0 35B- 2026-06-25
- Ornith-1.0 397B- 2026-06-25
Explore related pages
Last reviewed: 2026-08-26. Data sourced from public lab announcements and provider documentation.