Stable Audio 3 Medium vs Stable Diffusion 3.5 Large

At a Glance

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Pricing and Limits
Context windowMaximum documented tokensNot reported0K
Model facts checkedAug 28, 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

Fieldstable-audio-3-mediumstable-diffusion-3.5-large
DeveloperStability AIStability AI
FamilyStable Audio 3 MediumStable Diffusion 3 5 Large
Modelstable-audio-3-mediumstable-diffusion-3.5-large
Versionstable-audio-3-mediumstable-diffusion-3.5-large
Lifecycleactiveactive
Released2026-05-202024-10-22
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesAudioImage
Context windowUnknown0K
Total parameters2.3B8.1B
Active parametersUnknownUnknown
Licenseotherother
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessHugging Face (Standard)Hugging Face (Standard), Stability AI (Pay as you go)
Capabilitiesgenerationgeneration

Stable Audio 3 Medium Capabilities

generation
Serving providers1
Canonical IDstabilityai/stable-audio-3-medium

Stable Diffusion 3.5 Large Capabilities

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

Primary Evidence

Sources and Freshness

Questions

Stable Audio 3 Medium vs Stable Diffusion 3.5 Large FAQs

Is Stable Audio 3 Medium or Stable Diffusion 3.5 Large better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Stable Audio 3 Medium and Stable Diffusion 3.5 Large, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

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, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

Neither model has a larger sourced context window in this comparison. Stable Audio 3 Medium is — and Stable Diffusion 3.5 Large is 0K.

Which performs better in benchmarks, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

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

Can Stable Audio 3 Medium or Stable Diffusion 3.5 Large be self-hosted?+

Both models have the same recorded self-hosting status: supported. Stable Audio 3 Medium is open weight; Stable Diffusion 3.5 Large is open weight.

Can Stable Audio 3 Medium and Stable Diffusion 3.5 Large understand images?+

Stable Audio 3 Medium is not documented with image input; Stable Diffusion 3.5 Large is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

Neither has a larger sourced maximum output. Stable Audio 3 Medium is — and Stable Diffusion 3.5 Large is —.

Do Stable Audio 3 Medium and Stable Diffusion 3.5 Large support reasoning and tool use?+

Stable Audio 3 Medium: none of these features are definitively sourced. Stable Diffusion 3.5 Large: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

Stable Audio 3 Medium has 1 sourced provider route; Stable Diffusion 3.5 Large has 2, so Stable Diffusion 3.5 Large has broader tracked availability.

Which offers better value, Stable Audio 3 Medium or Stable Diffusion 3.5 Large?+

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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