NVIDIAReleased Oct 16, 2026
NewOpen weights
Nemotron Labs Dory 1.0 4B
Nemotron Labs Dory 1.0 4B doesn't have a Composite IQ yet. A score needs measured results in at least two of the seven dimensions, and none have published results so far.
Composite IQ ?
—
Effective cost
Not priced
No standard API rate
Speed
Not measured
No speed data yet
Context
262Ktokens
262,144 tokens in
Evidence
0of 7 dims
0 of 39 benchmarks
IQ profile
Seven dimensions, averaged equally into Composite IQ
Profile not available yetThe radar appears once at least two dimensions have measured benchmark results.
MeasuredEstimated
#1 in dimensionTop-10 median
IQ dimensions
Ranks are among models scored in each dimension. Ranges are model-based estimates, not calibrated confidence intervals.
DimensionIQPosition · 70–160RankEvidencevs Top 10
Nemotron Labs Dory 1.0 4BTop-10 median#1 in dimension100 = average human
Benchmark results
0 of 39 Composite IQ benchmarks have a published result for Nemotron Labs Dory 1.0 4B. Benchmarks without a result stay listed so gaps are visible.
Abstract Reasoning IQ 102 · estimatedNo published results0/5
No published results yet for Abstract Reasoning. The 102 shown is estimated from Nemotron Labs Dory 1.0 4B's other dimensions and will be replaced as results come in. How estimates work
ARC-AGI-3ARC-AGI-2ARC-AGI-1Chess PuzzlesMystery Game Puzzles
Mathematical Reasoning no scoreNo published results0/5
No published results yet for Mathematical Reasoning. How estimates work
FrontierMath Tier 4FrontierMath Tier 1-3ProofBench 1.1MathArenaAIME
Academic Reasoning IQ 100 · estimatedNo published results0/6
No published results yet for Academic Reasoning. The 100 shown is estimated from Nemotron Labs Dory 1.0 4B's other dimensions and will be replaced as results come in. How estimates work
Humanity's Last ExamGPQA DiamondCritPtSciCodeMMLU-ProMMMU-Pro
Programmatic Reasoning no scoreNo published results0/6
No published results yet for Programmatic Reasoning. How estimates work
LiveCodeBenchIOI V2Terminal-Bench 4.0ProgramBenchSWE-rebenchMirrorCode
Computer Use no scoreNo published results0/5
No published results yet for Computer Use. How estimates work
BrowseCompOSWorld-VerifiedMCP AtlasArena.ai Agent ArenaAgents' Last Exam
Reliability no scoreNo published results0/6
No published results yet for Reliability. How estimates work
SimpleQA VerifiedaaOmniscienceBullshitBench v2IFBenchAA Long Context Reasoning v1.1FACTS Grounding
Knowledge Work no scoreNo published results0/6
No published results yet for Knowledge Work. How estimates work
AA-Briefcase v1.1GDPval-AA v2.1AutomationBench-AAGDP.pdfAA-AnalystAgentEnterpriseOps-Gym-AA
Release & availability
Facts from the publisher's announcement and documentation.
- Released
- Developer
- NVIDIA
- Access
- OpenMDW-1.1 weights available in BF16, MXFP8, NVFP4 and GGUF formats for local deployment.
- Weights
- Open weightsDownloadable and self-hostable
- Inputs
- text
- Context
- 262,144 tokens
- API price
- No per-token rateNo current standard hosted token price has been verified for this exact checkpoint; downloadable weights do not imply a free hosted API.
What NVIDIA says
- NVIDIA released this 4B-parameter latent-recurrent language model on October 16, 2026.
- One checkpoint supports different recurrent loop counts; NVIDIA recommends two loops as the default.
Limitations
- Loop count changes inference compute; formats and loop settings are not separate model identities.
- Publisher AA estimates and evaluations use a distinct harness, including a different AA-LCR judge; no benchmark claims are imported into canonical AA fields.
Publisher statements, not AI IQ measurements.
About this score
How much of Nemotron Labs Dory 1.0 4B's IQ is measured, and how the rest is estimated.
0/ 39benchmark results
0/ 7dimensions measured
2estimated
0/5Abstract
0/5Math
0/6Academic
0/6Coding
0/5Computer Use
0/6Reliability
0/6Knowledge Work
Bar height = share of benchmarks with resultsEstimatedNo score
Measured results are shown as published
Every score in the benchmark tables comes from its source unchanged. Composite IQ averages all seven dimensions equally.
Estimates fill the gaps
Abstract Reasoning and Academic Reasoning have no published results yet, so their IQ is estimated from Nemotron Labs Dory 1.0 4B's other dimensions.
A missing result is not a zero
Benchmark versions and evaluation harnesses can differ between sources, so small gaps between models may not be meaningful.
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Nemotron Labs Dory 1.0 4BComparison model
Frequently asked questions
Quick answers about Nemotron Labs Dory 1.0 4B, drawn from the same data as the rest of this page.
How AI IQ scores models →Get this data from the API →- What is the IQ of Nemotron Labs Dory 1.0 4B?
- Nemotron Labs Dory 1.0 4B does not yet have an estimated IQ. AI IQ publishes a composite score once a model has source-backed benchmark results in at least two of its seven capability dimensions.
- What is Nemotron Labs Dory 1.0 4B best at?
- There isn't any published benchmark data to judge that yet. None of the seven dimensions AI IQ scores has a measured result for Nemotron Labs Dory 1.0 4B, so its strengths and weaknesses can't be compared with other models.
- What is the EQ of Nemotron Labs Dory 1.0 4B?
- Nemotron Labs Dory 1.0 4B doesn't have an EQ score yet. EQ (emotional reasoning) is calculated from EQ-Bench 4 and AttuneBench, and neither has published a result for Nemotron Labs Dory 1.0 4B. AI IQ doesn't estimate EQ from other benchmarks, so the score appears once one of those results is published.
- Which benchmarks has Nemotron Labs Dory 1.0 4B been tested on?
- None yet. Nemotron Labs Dory 1.0 4B has no published results on the 39 benchmarks behind AI IQ's Composite IQ. AI IQ only uses published, source-backed results, so its profile fills in as evaluations of this model appear.
- How much does Nemotron Labs Dory 1.0 4B cost?
- AI IQ doesn't have a verified standard per-token API price for Nemotron Labs Dory 1.0 4B, so it can't calculate an effective cost. This is common for models offered only through subscriptions, restricted-access programs, or self-hosting.
- Is Nemotron Labs Dory 1.0 4B open source?
- Yes — Nemotron Labs Dory 1.0 4B is an open-weights model: its trained weights are published, so it can be downloaded and self-hosted.
- Who developed Nemotron Labs Dory 1.0 4B?
- Nemotron Labs Dory 1.0 4B was developed by NVIDIA, based in the United States.
- When was Nemotron Labs Dory 1.0 4B released?
- Nemotron Labs Dory 1.0 4B was publicly released on October 16, 2026.
- How large is the context window of Nemotron Labs Dory 1.0 4B?
- Nemotron Labs Dory 1.0 4B supports a context window of 262,144 tokens — the amount of text it can consider in a single request.
- How fast is Nemotron Labs Dory 1.0 4B?
- AI IQ doesn't have independent speed measurements for Nemotron Labs Dory 1.0 4B yet. Speed comes from independent tests of a model's hosted API, which aren't available for every model — especially new, restricted-access, or self-hosted ones.