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ModelCap

Llama 3 1 Nemotron Ultra 253B v1

Arena #225Official publisher releaseRestricted license6.9d #164 → #172

NVIDIA·#172 of 352 on the current board

Llama 3 1 Nemotron Ultra 253B v1 is a language model from NVIDIA. It ranks #172 of 352 on ModelCap's current board, with an Index score of 38.9, measured on 2 public benchmarks. Its score range of 32.3–45.5 spans positions #145–#225. Its weights are downloadable under a use-restricted licence.

Figures as of 6 Nov 2026, 20:49 UTC · download the public dataset · methodology

ModelCap Index · Current board
38.9#172
Measured on 2 public benchmarks · range 32.3–45.5
Evidence as of 28 Oct 2026, 00:00 UTC
Market Gravity
8.1
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Unlisted
no listed API price
Output
Unlisted
no listed API price
Context
—
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

ModelCap Index · Current board

Methodology
38.9
Measured on 2 public benchmarks
Current board
#172 of 352
Score range
32.3–45.5
Rank range
#145–#225
Evidence as of
28 Oct 2026, 00:00 UTC
Benchmarks used
Arena Coding, Arena Overall
Technical details
Public rank basis
Measured (measured)
Evidence label
Measured · 2 public benchmark observations across 2 boards
Index support
42.5% · moderate
Identity binding
Exact catalogue product · nvidia/nvidia/Llama-3_1-Nemotron-Ultra-253B-v1 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata nvidia/Llama-3_1-Nemotron-Ultra-253B-v1@5b47def5b8957142d82faeb44bfad9349d02840d (not the evaluation revision)
Index observations used
2
Qualified Index evidence point
38.9
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
38.9
Evidence status
confirmed · 71% mass
General preference
39.0
Coding
38.2
Agents & tools
—
Reasoning
—
Evidence breadth
92%
Evidence coverage
43%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
—
Liquidity (providers × uptime)
—
Open reach (HF downloads)
—
Surface (context / tools / modalities)
0.0
Freshness
11.1
  • · Catalogue surface
  • · First seen 2025-04-07

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
55.8
partial · 70% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
92.5
Deployability
8.0
Evaluation provenance
46.9

Not yet published: the base model it derives from, a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
8.1
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#225 of 419
Rating
1347.6
95% confidence interval
1336–1359
Votes
3K
Source published at
28 Oct 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
11.1

Time since first public availability, on a six-month half-life.

Specification

Model ID
nvidia/Llama-3_1-Nemotron-Ultra-253B-v1
Declared output cap
Unknown

OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata

Inputs
Text
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
7 Apr 2025

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Pinned revision
5b47def5b895
Parameters
253.4B
Architecture
DeciLMForCausalLM
Model type
nemotron-nas
Hugging Face downloads (30d)
3K
Downloads (all time)
621K
Likes
360
Repository updated
15 Oct 2025, 16:21 UTC

Compare Llama 3 1 Nemotron Ultra 253B v1 with

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Benchmark leaderboards featuring Llama 3 1 Nemotron Ultra 253B v1

All leaderboards
Public benchmark boards on which Llama 3 1 Nemotron Ultra 253B v1 has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena text leaderboardArena (LMArena)13481336–1359#225 of 419Not reported28 Oct 2026
Arena coding leaderboardArena (LMArena)13901361–1420#224 of 414Default28 Oct 2026
BFCL V4 function-calling leaderboardUC Berkeley (Gorilla)10.0#82 of 83Function calling12 Apr 2026

Alternatives to Llama 3 1 Nemotron Ultra 253B v1, by the numbers

Ranked neighbours

Models within 3 places of #172 on the ModelCap Index.

Other ranked NVIDIA models

The same publisher's other current models with a public Index position.

Llama 3 1 Nemotron Ultra 253B v1: common questions

How does Llama 3 1 Nemotron Ultra 253B v1 rank among AI models?

Llama 3 1 Nemotron Ultra 253B v1 holds ModelCap Index position #172 of 352 ranked language models as of 6 November 2026, with an Index score of 38.9 (interval 32.3–45.5); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does Llama 3 1 Nemotron Ultra 253B v1 cost per 1M tokens?

No live API price is listed for Llama 3 1 Nemotron Ultra 253B v1 in the current snapshot as of 6 November 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is Llama 3 1 Nemotron Ultra 253B v1 open-weight?

Restricted license (nvidia-open-model-license). Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment. The repository is nvidia/Llama-3_1-Nemotron-Ultra-253B-v1 on Hugging Face.

Which benchmarks has Llama 3 1 Nemotron Ultra 253B v1 been evaluated on?

Llama 3 1 Nemotron Ultra 253B v1 has published results on 3 public boards tracked by ModelCap as of 6 November 2026: Arena text 1348 (#225 of 419), Arena coding 1390 (#224 of 414) and BFCL V4 10.0 (#82 of 83). Each board page ranks every tracked model on that benchmark. The ModelCap Index scores the results its methodology admits, with published uncertainty, and shows reference boards without scoring them.

How does Llama 3 1 Nemotron Ultra 253B v1 compare with Llama 3 3 Nemotron Super 49B v1 5?

Llama 3 1 Nemotron Ultra 253B v1 ranks #172 (Index 38.9) and Llama 3 3 Nemotron Super 49B v1 5 ranks #171 (Index 38.9) on the ModelCap Index as of 6 November 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was Llama 3 1 Nemotron Ultra 253B v1 released?

Llama 3 1 Nemotron Ultra 253B v1 first appeared in the catalogue on 7 Apr 2025. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.