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ModelCap

Nemotron 3.5 Lightning

Current board #76Official publisher releaseNewRestricted licenseFree tier7d #102 → #76

NVIDIA·nvidia/nemotron-3.5-lightning

Nemotron 3.5 Lightning is ModelCap current-board rank #76 with Index 31.3 (Measured), from the ModelCap Index as of 13 Aug 2026, 22:42 UTC.

Nemotron 3.5 Lightning listed OpenRouter input price is $0.10 per 1M tokens and listed output price is $0.25 per 1M tokens, from OpenRouter listed prices as of 13 Aug 2026, 22:42 UTC.

Nemotron 3.5 Lightning has a published context limit of 1M tokens in the ModelCap catalogue as of 13 Aug 2026, 22:42 UTC.

Nemotron 3.5 Lightning has 3 published OpenRouter serving endpoints, from OpenRouter as of 13 Aug 2026, 22:42 UTC.

Nemotron 3.5 Lightning weight access is restricted license, from ModelCap classification of published repository metadata as of 13 Aug 2026, 22:42 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
31.3#76
Measured · 20% support · score interval 31.3–48.1
Evidence as of 13 Aug 2026, 22:42 UTC
Market Gravity
53.6Increased by 3.0
Secondary market signal
Input
$0.10
per 1M tokens
Output
$0.25
per 1M tokens
Context
1M
tokens
Providers
3
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
DeepInfrabf16Cheapest$0.08$0.20262Kbf1699.28%
CoreWeavebf16$0.10$0.25262Kbf16100.0%
Venicefp4$0.10$0.251Mfp4100.0%

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

ProviderInputOutputContextTTFTThroughputFeatures
fireworks-ai
live
262K458 ms288.1 tok/stools · structured

Reported evaluation leads (5)

Excluded from score

Structured rows reported in this exact model repository at the pinned revision below. They are useful research leads, but remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
cais/hle
hle
11.72
Unpinned
not published
Reported
Quarantined
Idavidrein/gpqa
diamond
75.44
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Multilingual
swe_bench_multilingual_%_resolved
39.33
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
51.56
Unpinned
not published
Reported
Quarantined
TIGER-Lab/MMLU-Pro
mmlu_pro
81.94
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
31.3
Measured · 1 public benchmark observation across 1 board
Current board
#76
Public rank basis
Measured (measured)
Index support
20.0% · limited
Index interval
31.3–48.1
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
13 Aug 2026, 22:42 UTC
Identity binding
Exact catalogue product · nvidia/nvidia/nemotron-3.5-lightning/bf16 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16@d468880b6ad3c6e0d21377ce7242adaea4cc884d (not the evaluation revision)
Index observations used
1
Qualified Index evidence point
39.7
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
39.7
Evidence status
provisional · 50% mass
General preference
39.7
Coding
Agents & tools
Reasoning
Evidence breadth
80%
Evidence coverage
20%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
36.4
Liquidity (providers × uptime)
84.6
Open reach (HF downloads)
Surface (context / tools / modalities)
85.0
Freshness
99.1
  • · OpenRouter popularity #38
  • · 3 live providers
  • · Catalogue: context 1000000, reasoning, tools
  • · First seen 2026-08-11

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
80.4
strong · 94% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
92.5
Deployability
96.2
Evaluation provenance
37.9

Missing: artifactReproducibility.base-lineage, evaluationProvenance.evaluation-dataset-revisions.

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

Market activity

Venue coverage
Market Gravity
53.6
OpenRouter weekly popularity
#38 of 306

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

No matched Arena rating

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

Market Gravity breakdown

Usage55%
36.4

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
84.6

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%
99.1

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

Specification

Context window
1M tokens
Max output
262K tokens
Inputs
Text
Outputs
Text
Tokenizer
Other
Cached input tokens
$0.05 / 1M
First seen on OpenRouter
11 Aug 2026

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • 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
d468880b6ad3
Parameters
31.6B
Architecture
NemotronHForCausalLM
Model type
nemotron_h
Hugging Face downloads (30d)
22K
Downloads (all time)
22K
Likes
129
Repository updated
13 Aug 2026, 18:36 UTC