NVIDIA Nemotron 3.5 Lightning 30B A3B vs Stable Diffusion 3.5 Medium

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens1,049K0K
Model facts checkedSep 3, 2026View model evidence →Aug 28, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Different Model RolesThese models do not share a sourced market category. Their primary-source facts remain comparable below, while performance claims require matched evidence.

Available Benchmarks

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldNVIDIA Nemotron 3.5 Lightning 30B-A3Bstable-diffusion-3.5-medium
DeveloperNVIDIAStability AI
FamilyNvidia Nemotron 3 5 LightningStable Diffusion 3 5 Medium
ModelNVIDIA Nemotron 3.5 Lightning 30B-A3Bstable-diffusion-3.5-medium
VersionNVIDIA Nemotron 3.5 Lightning 30B-A3Bstable-diffusion-3.5-medium
Lifecycleactiveactive
Released2026-08-112024-10-29
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextImage
Context window1,049K0K
Total parameters30B2.5B
Active parameters3BUnknown
Licenseopenmdw-1.1other
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessFireworks Ai (Standard)Hugging Face (Standard), Stability AI (Pay as you go)
Capabilitiesagents, chat, generation, reasoning, toolsgeneration

NVIDIA Nemotron 3.5 Lightning 30B A3B Capabilities

agentschatgenerationreasoningtools
Serving providers1
Canonical IDnvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

Stable Diffusion 3.5 Medium Capabilities

generation
Serving providers2
Canonical IDstabilityai/stable-diffusion-3.5-medium

Primary Evidence

Sources and Freshness

Questions

NVIDIA Nemotron 3.5 Lightning 30B A3B vs Stable Diffusion 3.5 Medium FAQs

Is NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both NVIDIA Nemotron 3.5 Lightning 30B A3B and Stable Diffusion 3.5 Medium, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

NVIDIA Nemotron 3.5 Lightning 30B A3B has the larger sourced context window. NVIDIA Nemotron 3.5 Lightning 30B A3B supports 1,049K and Stable Diffusion 3.5 Medium supports 0K.

Which performs better in benchmarks, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium be self-hosted?+

Both models have the same recorded self-hosting status: supported. NVIDIA Nemotron 3.5 Lightning 30B A3B is open weight; Stable Diffusion 3.5 Medium is open weight.

Can NVIDIA Nemotron 3.5 Lightning 30B A3B and Stable Diffusion 3.5 Medium understand images?+

NVIDIA Nemotron 3.5 Lightning 30B A3B is not documented with image input; Stable Diffusion 3.5 Medium is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

Neither has a larger sourced maximum output. NVIDIA Nemotron 3.5 Lightning 30B A3B is — and Stable Diffusion 3.5 Medium is —.

Do NVIDIA Nemotron 3.5 Lightning 30B A3B and Stable Diffusion 3.5 Medium support reasoning and tool use?+

NVIDIA Nemotron 3.5 Lightning 30B A3B: reasoning and tool calling. Stable Diffusion 3.5 Medium: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

NVIDIA Nemotron 3.5 Lightning 30B A3B has 1 sourced provider route; Stable Diffusion 3.5 Medium has 2, so Stable Diffusion 3.5 Medium has broader tracked availability.

Which offers better value, NVIDIA Nemotron 3.5 Lightning 30B A3B or Stable Diffusion 3.5 Medium?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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