SpecialistAll-in-one AI video generator, timeline editor, and Seedance 2.5 studio for creators and marketers.
SpecialistAll-in-one AI video generator, timeline editor, and Seedance 2.5 studio for creators and marketers.
Higgsfield records 47,127,865 monthly visits with +16.2% month-over-month growth and Freemium, Free Trial pricing. TrainEngine.ai records 331 monthly visits with -84.8% growth and Paid pricing.

Train your own Stable Diffusion and SDXL image models in the cloud
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | higgsfield.ai | trainengine.ai |
| Pricing Model | Freemium, Free Trial | Paid |
| Monthly Visits | 47.13M (47,127,865) | 331 (331) |
| MoM Traffic Delta | +6.57M (+16.2%) | -1.84K (-84.8%) |
| Primary Market & Share | 🇺🇸 United States (18%) | 🌐 Global (—) |
| Direct Visits / mo | 25.42M | 137 |
| User Rating | 4.4 | 4 |
| Supported Platforms | Website | Website |

AI-native creative suite for cinematic video and images
Generate short cinematic clips from prompts, photos or reference footage using frontier video models hosted in one place.
Direct camera moves, motion transfer and physics-style effects to get deliberate, cinematic results rather than random generation.
Cinema Studio, Ads Studio, Marketing Studio, Shorts Studio and Lipsync Studio package production-ready pipelines for common output types.
Upload one video and recast its motion with your own characters, locations and products, or swap elements while keeping the rest intact.

Train your own Stable Diffusion and SDXL image models in the cloud
Upload your own images and fine-tune Stable Diffusion models in the cloud using DreamBooth, including Stable Diffusion XL, without needing a local GPU.
Choose public models that the community can discover and generate from, or private models whose images stay exclusive to your account.
Every trained model becomes a generator that can produce unlimited AI assets in its learned style and subject matter.
Refine existing models with revisions and download finished weights in .CKPT (SD 1.5) or LoRA (SDXL) format for use in other tools.
SpecialistAll-in-one AI video generator, timeline editor, and Seedance 2.5 studio for creators and marketers.
SpecialistAll-in-one AI video generator, timeline editor, and Seedance 2.5 studio for creators and marketers.
Free / Open-sourceCommunity-driven AI art, video, and character creation platform
Free / Open-sourceCommunity-driven AI art, video, and character creation platform

Free / Open-sourceThe AI lab behind some of the most striking text-to-image and video models
Free / Open-sourceThe AI lab behind some of the most striking text-to-image and video models

Industry-standard cinematic video generation and editing tools, but can be more expensive for high-volume use.
Industry-standard cinematic video generation and editing tools, but can be more expensive for high-volume use.
Free / Open-sourceDiscover, download and generate with open-source AI models for image, video and 3D.
SpecialistAggregates multiple top-tier video generation models in one place, but acts as a wrapper rather than foundation model.
SpecialistAggregates multiple top-tier video generation models in one place, but acts as a wrapper rather than foundation model.

Free / Open-sourceRoyalty-free stock photos, vectors and video with built-in AI creation tools
Free / Open-sourceRoyalty-free stock photos, vectors and video with built-in AI creation tools
Maintains strong character consistency across generated video clips, but has a more limited community ecosystem.
Maintains strong character consistency across generated video clips, but has a more limited community ecosystem.
Free / Open-sourceOne workspace for 50+ AI image, video, and audio models
Free / Open-sourceOne workspace for 50+ AI image, video, and audio models
SpecialistOne browser studio for AI video, image, audio and characters
SpecialistOne browser studio for AI video, image, audio and characters
SpecialistFree AI video generator with lip sync and multilingual delivery
SpecialistFree AI video generator with lip sync and multilingual delivery
Free / Open-sourceFree online AI image generation, video creation and model hosting in your browser
Free / Open-sourceFree online AI image generation, video creation and model hosting in your browser