image
FLUX.2 [flex]
Black Forest Labs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Unknown
- Aspect ratios
- 1:1, 16:9, 9:16, 21:9
- Lifecycle
- Available
Text To ImageImage Edit
Open data for generative media
Know the model before you wire it in.
Capability limits, model identity, and the lab’s own pricing—kept as source-linked data, not buried in another comparison blog.
Models indexed53
Models documented52
Awaiting documentation1
Documented records
Filter for the job. Compare the evidence.
Only records with sourced capability constraints and lab pricing enter this sheet. Indexed-only models are listed separately below.
image
FLUX.2 [klein] 4B
Black Forest Labs
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 16:9, 9:16, 21:9
- Lifecycle
- Available
Text To ImageImage Edit
image
FLUX.2 [klein] 9B
Black Forest Labs
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 16:9, 9:16, 21:9
- Lifecycle
- Available
Text To ImageImage Edit
image
FLUX.2 [max]
Black Forest Labs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Unknown
- Aspect ratios
- 1:1, 16:9, 9:16, 21:9
- Lifecycle
- Available
Text To ImageImage Edit
image
FLUX.2 [pro]
Black Forest Labs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Unknown
- Aspect ratios
- 1:1, 16:9, 9:16, 21:9
- Lifecycle
- Available
Text To ImageImage Edit
video
FLUX 3 Video
Black Forest Labs
Documented recordVerification not recorded- Duration
- 5–20s
- Generated audio
- Supported
- Aspect ratios
- 21:9, 2:1, 16:9, 4:3, 1:1, 3:4, 9:16
- Lifecycle
- Available
Text To VideoImage To VideoVideo ContinuationDraft Enhancement
video
Dreamina Seedance 2.0
ByteDance · aka Seedance 2.0
Documented recordUnverified- Duration
- 4–15s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To VideoOmni Reference To Video
video
Dreamina Seedance 2.0 Fast
ByteDance · aka Seedance 2.0 fast
Documented recordUnverified- Duration
- 4–15s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To VideoOmni Reference To Video
video
Dreamina Seedance 2.0 Mini
ByteDance · aka Seedance 2.0 mini
Documented recordUnverified- Duration
- 4–15s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To VideoOmni Reference To Video
audio
Seed Audio 1.0
ByteDance
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Unknown
Text To AudioReference Audio To AudioSpeaker Conditioned AudioImage To Audio
video
Seedance 1.0 Pro
ByteDance
Documented recordUnverified- Duration
- 2–12s
- Generated audio
- Unsupported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To Video
video
Seedance 1.0 Pro Fast
ByteDance
Documented recordUnverified- Duration
- 2–12s
- Generated audio
- Unsupported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Unknown
Text To VideoImage To Video
video
Seedance 1.5 Pro
ByteDance
Documented recordUnverified- Duration
- 4–12s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 4:3, 1:1, 3:4, 9:16, 21:9
- Lifecycle
- Available
Text To VideoImage To VideoFirst Last Frame To Video
image
Seedream 4.0
ByteDance
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 16:9, 1:1
- Lifecycle
- Available
Text To ImageImage EditBatch Image Generation
image
Seedream 4.5
ByteDance
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 16:9, 9:16
- Lifecycle
- Available
Text To ImageImage EditBatch Image Generation
image
Seedream 5.0 Lite
ByteDance
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 16:9, 9:16
- Lifecycle
- Available
Text To ImageImage EditBatch Image Generation
image
Seedream 5.0 Pro
ByteDance
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 16:9, 9:16
- Lifecycle
- Available
Text To ImageImage EditMulti Reference Image Edit
audio
Eleven Flash v2
ElevenLabs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To Speech
audio
Eleven Flash v2.5
ElevenLabs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To Speech
audio
Eleven Multilingual v2
ElevenLabs
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To Speech
audio
Eleven Music v2
ElevenLabs
Documented recordUnverified- Duration
- 3–600s
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Music GenerationMusic Generation With MetadataMusic Composition PlanMusic Upload For InpaintingVideo To Music
audio
Eleven v3
ElevenLabs · aka ElevenLabs v3
Documented recordVerification not recorded- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To SpeechText To Dialogue
audio
Sound effects
ElevenLabs
Documented recordUnverified- Duration
- 0.5–30s
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Unknown
Sound Effect Generation
image
Gemini 2.5 Flash Image
Google · aka Nano Banana
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9
- Lifecycle
- Available
Text To ImageImage EditMultimodal Image Generation
audio
Gemini 2.5 Flash Text-to-Speech
Google · aka Gemini 2.5 Flash TTS
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Unknown
- Lifecycle
- Preview
Text To Speech
audio
Gemini 2.5 Pro Text-to-Speech
Google · aka Gemini 2.5 Pro TTS
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Unknown
- Lifecycle
- Preview
Text To Speech
image
Gemini 3.1 Flash Image
Google · aka Nano Banana 2
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 1:4, 1:8, 2:3, 3:2, 3:4, 4:1, 4:3, 4:5, 5:4, 8:1, 9:16, 16:9, 21:9
- Lifecycle
- Available
Text To ImageImage EditVideo To ImageMultimodal Image GenerationImage Generation
image
Gemini 3.1 Flash Lite Image
Google · aka Nano Banana 2 Lite
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9
- Lifecycle
- Available
Text To ImageImage EditMultimodal Image Generation
audio
Gemini 3.1 Flash Text-to-Speech Preview
Google · aka Gemini 3.1 Flash TTS Preview
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Unknown
- Lifecycle
- Preview
Text To Speech
image
Gemini 3 Pro Image
Google · aka Nano Banana Pro
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9
- Lifecycle
- Available
Text To ImageImage EditMultimodal Image GenerationImage Generation
audio
Lyria 3 Clip Preview
- Duration
- 30–30s
- Generated audio
- Not applicable
- Aspect ratios
- Unknown
- Lifecycle
- Preview
Music Generation
audio
Lyria 3 Pro Preview
- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Unknown
- Lifecycle
- Preview
Music Generation
video
Veo 3.1
- Duration
- 4–8s · 8–8s · 7–7s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 9:16
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To VideoReference Images To VideoVideo Extension
video
Veo 3.1 Fast
- Duration
- 4–8s · 8–8s · 7–7s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 9:16
- Lifecycle
- Unknown
Text To VideoImage To VideoFirst Last Frame To VideoReference Images To VideoVideo Extension
video
Veo 3.1 Lite
- Duration
- 4–8s
- Generated audio
- Supported
- Aspect ratios
- 16:9, 9:16
- Lifecycle
- Preview
Text To VideoImage To VideoFirst Last Frame To Video
image
Ideogram 3.0
Ideogram
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- Sizes documented
- Lifecycle
- Unknown
Text To Image
image
Ideogram 4.0
Ideogram · aka Ideogram 4
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 3:2, 2:3, ~16:9, ~21:9, ~9:16, 4:1
- Lifecycle
- Available
Text To ImageImage RemixText To Structured PromptImage To Structured Prompt
video
Ray3.14
Luma AI · aka Ray3 Pi, Ray3Pi, Ray3.14 (Pi)
Documented recordUnverified- Duration
- 5–10s · 5–5s
- Generated audio
- Unknown
- Aspect ratios
- Sizes documented
- Lifecycle
- Available
Text To VideoImage To VideoVideo EditVideo ExtensionVideo LoopVideo Upscale
video
MiniMax Hailuo 2.3
MiniMax
Documented recordUnverified- Duration
- 6–10s
- Generated audio
- Unknown
- Aspect ratios
- Sizes documented
- Lifecycle
- Available
Text To VideoImage To Video
video
MiniMax Hailuo 2.3 Fast
MiniMax
Documented recordUnverified- Duration
- 6–10s
- Generated audio
- Unknown
- Aspect ratios
- Sizes documented
- Lifecycle
- Available
Image To Video
audio
MiniMax Music 2.6
MiniMax
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Music Generation
audio
MiniMax Speech 2.8 HD
MiniMax
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To Speech
audio
MiniMax Speech 2.8 Turbo
MiniMax
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To Speech
image
GPT Image 2
OpenAI
Documented recordVerification not recorded- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 3:2, 2:3, 16:9, 9:16
- Lifecycle
- Unknown
Text To ImageImage Edit
video
Aleph 2.0
Runway
Documented recordUnverified- Duration
- Unknown
- Generated audio
- Unknown
- Aspect ratios
- Unknown
- Lifecycle
- Available
Video Edit
video
Gen-4.5
Runway
Documented recordUnverified- Duration
- 2–10s
- Generated audio
- Unknown
- Aspect ratios
- 16:9, 9:16, 4:3, 1:1, 3:4, 21:9
- Lifecycle
- Available
Text To VideoImage To Video
video
Gen-4 Turbo
Runway
Documented recordUnverified- Duration
- 2–10s · 5–10s
- Generated audio
- Unknown
- Aspect ratios
- 16:9, 9:16, 4:3, 1:1, 3:4, 21:9
- Lifecycle
- Available
Image To Video
audio
Stable Audio 2.5
Stability AI
Documented recordUnverified- Duration
- 1–190s
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To AudioAudio To AudioAudio Inpaint
audio
Stable Audio 3.0
Stability AI · aka Stable Audio 3.0 Large
Documented recordUnverified- Duration
- 1–380s
- Generated audio
- Not applicable
- Aspect ratios
- Not applicable
- Lifecycle
- Available
Text To AudioAudio To AudioAudio Inpaint
image
Grok Imagine Image
xAI
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1
- Lifecycle
- Available
Text To ImageImage Edit
image
Grok Imagine Image Quality
xAI
Documented recordUnverified- Duration
- Not applicable
- Generated audio
- Not applicable
- Aspect ratios
- 1:1, 3:4, 4:3, 9:16, 16:9, 2:3, 3:2, 9:19.5, 19.5:9, 9:20, 20:9, 1:2, 2:1
- Lifecycle
- Available
Text To ImageImage EditMulti Image Edit
video
Grok Imagine Video 1.5
xAI · aka Grok Video 1.5
Documented recordUnverified- Duration
- 1–15s
- Generated audio
- Supported
- Aspect ratios
- 1:1, 16:9, 9:16, 4:3, 3:4, 3:2, 2:3
- Lifecycle
- Available
Text To VideoImage To VideoReference To Video
No explicit match.
Unknown values are excluded from capability presets. Try clearing a filter.
Side by side
Selected records
Indexed records
Known to exist. Not ready to compare.
These 1 models have an official lab source, but do not yet meet Modelsheet’s documentation bar. They never enter the filters or comparison table.
- Indexed recordvideoOfficial source ↗
Seedance 2.5
ByteDance
Generated from Git
Recent registry drift.
Formatting-only commits disappear. Semantic capability, price, identity, and evidence changes leave exact field paths behind.
- 11 Aug 202612aa94b ↗
Dreamina Seedance 2.0 Fast
api_identifiers, capability_profiles[id="first-frame-to-video"], capability_profiles[id="first-last-frame-to-video"] and 24 more.
- 11 Aug 202612aa94b ↗
Dreamina Seedance 2.0 Mini
api_identifiers, capability_profiles[id="first-frame-to-video"], capability_profiles[id="first-last-frame-to-video"] and 24 more.
- 11 Aug 202612aa94b ↗
Dreamina Seedance 2.0
api_identifiers, capability_profiles[id="first-frame-to-video"], capability_profiles[id="first-last-frame-to-video"] and 25 more.
- 11 Aug 202612aa94b ↗
Seed Audio 1.0
api_identifiers, capability_profiles[id="image-to-audio"], capability_profiles[id="reference-audio-to-audio"] and 14 more.
- 11 Aug 202612aa94b ↗
Seedance 1.0 Pro Fast
api_identifiers, capability_profiles[id="first-frame-to-video"], capability_profiles[id="text-to-video"].controls and 20 more.
- 11 Aug 202612aa94b ↗
Seedance 1.0 Pro
api_identifiers, capability_profiles[id="first-frame-to-video"], capability_profiles[id="first-last-frame-to-video"] and 21 more.
Evidence, not vibes
A registry should know what it doesn’t know.
Official sources only
Capability claims and prices point back to the lab that publishes them.
Unknown stays unknown
Missing evidence is not converted into false, zero, or “probably supported.”
Record state is visible
Documented and indexed records are separated and labelled in text, never by colour alone.
Lab pricing only
No reseller markups, aggregator rates, or invented currency conversions.