Laboratory
Entity that develops or publishes the model and maintains its technical and safety documentation.
VERIFIED ORGANISATION
NVIDIA
Explore the documented models, published evaluations and primary sources associated with this organisation.
01 / MODELS
Verified catalogue
OPEN LONG-DURATION AGENTS
NVIDIA Nemotron 3 Ultra
Open 550B-parameter MoE model for orchestration, research, code, and long-duration agents.
18 SEP 2026↗ 4B RECURRENT REASONINGNemotron Labs Dory 1.0 4B
NVIDIA text model released on October 16, 2026, with 4 billion parameters and a recurrent architecture. It reuses a block of layers to adjust compute per token without switching checkpoints. English and a validated 256K-token context are documented. It does not generate images, audio or video.
17 OCT 2026↗02 / EVALUATIONS
Published results
Figures are shown with the context reported by their source. A provider result is not an independent comparison and does not replace your own evaluation.
| Model | Benchmark | Result | Metric |
|---|---|---|---|
| NVIDIA Nemotron 3 Ultra | Coste en SWE-bench | Up to −30 % | Published cost per completed task |
| Nemotron Labs Dory 1.0 4B | SciCode | 34,94 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | SWE-bench Verified | 59,5 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | Terminal-Bench 2.1 (Terminus 2) | 18,1 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | Tau3-bench (Banking) | 12,89 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | GDPval-AA v2 (NVIDIA anchors) | 946 | BF16 Elo · 2 loops |
| Nemotron Labs Dory 1.0 4B | GPQA Diamond (sin herramientas) | 72,41 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | HLE (texto, sin herramientas) | 10,89 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | IFBench | 77,94 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | AA-LCR (NVIDIA, Qwen3 judge) | 71 | BF16 score · 2 loops |
| Nemotron Labs Dory 1.0 4B | AA-Omniscience (accuracy) | 10,08 | BF16 score · 2 loops |
03 / METHOD
How to read the directory
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Model
Identifiable version with limits, modalities, and behavior that may change between releases.
Access channel
API, application, associated cloud, or commercial plan; each channel may have different pricing, retention, and limits.
Source and date
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ANALYSIS
Related analysis
04 / SOURCES
Traceability
TECHNICAL SHEETOfficial NVIDIA Nemotron catalogdeveloper.nvidia.com↗CATALOGCatálogo oficial del proveedordeveloper.nvidia.com↗MODEL CARDDory 1.0 4B · BF16 and benchmarkshuggingface.co↗FORMATDory 1.0 4B · MXFP8huggingface.co↗FORMATDory 1.0 4B · NVFP4huggingface.co↗FORMATDory 1.0 4B · GGUF Q5_K_Mhuggingface.co↗LICENSEOpenMDW License Agreement 1.1openmdw.ai↗BENCHMARKSciCodehuggingface.co↗