stable-audio-3-medium vs Inkling
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | stable-audio-3-medium | Inkling |
|---|---|---|
| Developer | Stability AI | Thinking Machines Lab |
| Family | Stable Audio 3 Medium | Inkling |
| Model | stable-audio-3-medium | Inkling |
| Version | stable-audio-3-medium | Inkling |
| Lifecycle | active | active |
| Released | 2026-05-20 | 2026-07-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio |
| Output modalities | Audio | Text |
| Context window | Unknown | 1,048,576 |
| Total parameters | 2,305,495,793 | 975,000,000,000 |
| Active parameters | Unknown | 41,000,000,000 |
| License | other | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Hugging Face (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | generation | agents, chat, coding, generation, reasoning, tools, vision |
15 comparable fields · 11 material differences · Pair passes the primary-source comparison gate
stable-audio-3-medium Capabilities
Inkling Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
| vs | InklingThinking Machines Lab | cross-developer peerstext | |
Kimi-K3Moonshot AI | vs | InklingThinking Machines Lab | cross-developer peersimage, text |
| vs | InklingThinking Machines Lab | cross-developer peerstext | |
Seed 2.0 LiteByteDance Seed | vs | InklingThinking Machines Lab | cross-developer peersaudio, image, text, video |
Muse Spark 1.1Meta | vs | InklingThinking Machines Lab | cross-developer peersaudio, image, text, video |
Nova 2 LiteAmazon | vs | InklingThinking Machines Lab | cross-developer peersimage, text, video |
MiniMax-M3MiniMax | vs | InklingThinking Machines Lab | cross-developer peersimage, text |
VibeVoice-ASR-Streaming-1.5BMicrosoft | vs | InklingThinking Machines Lab | cross-developer peersaudio, text |
DeepSeek-V4-Pro-BaseDeepSeek | vs | InklingThinking Machines Lab | cross-developer peerstext |
MiniMax-Music3MiniMax | vs | stable-audio-3-mediumStability AI | cross-developer peersaudio |
Phi-4-multimodal-instructMicrosoft | vs | stable-audio-3-mediumStability AI | cross-developer peersaudio |
MiniMax-Music3MiniMax | vs | InklingThinking Machines Lab | cross-developer peersaudio |
Primary Evidence
Sources and Freshness
Questions
stable-audio-3-medium vs Inkling FAQs
Is stable-audio-3-medium or Inkling better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both stable-audio-3-medium and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, stable-audio-3-medium or Inkling?+
Only Inkling has a directly sourced input price: $0.95 per million tokens. Only Inkling has a directly sourced output price: $4.05 per million tokens.
Which has a larger context window, stable-audio-3-medium or Inkling?+
Neither model has a larger sourced context window in this comparison. stable-audio-3-medium is — and Inkling is 1,048,576.
Which performs better in benchmarks, stable-audio-3-medium or Inkling?+
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 Inkling be self-hosted?+
Both models have the same recorded self-hosting status: supported. stable-audio-3-medium is open weight; Inkling is open weight.
Can stable-audio-3-medium and Inkling understand images?+
stable-audio-3-medium is not documented with image input; Inkling is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, stable-audio-3-medium or Inkling?+
Neither has a larger sourced maximum output. stable-audio-3-medium is — and Inkling is —.
Do stable-audio-3-medium and Inkling support reasoning and tool use?+
stable-audio-3-medium: none of these features are definitively sourced. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, stable-audio-3-medium or Inkling?+
stable-audio-3-medium has 1 sourced provider route; Inkling has 4, so Inkling has broader tracked availability.
Which offers better value, stable-audio-3-medium or Inkling?+
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.