Each project is classified by the value it adds, its research status, requirements, and real operating costs.
Cut costsResearch queue
OpenCut-app/OpenCut
OpenCut
IN ONE SENTENCEKeep everyday timeline editing, media organization, and export inside an open-source video workspace.
OpenCut is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- Web / 桌面路线
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
meituan-longcat/LongCat-Video
LongCat-Video
IN ONE SENTENCEMake a person, animated character, or animal speak naturally from one image and an audio track.
LongCat-Video is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python / CUDA GPU / Docker
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsTesting
lipku/LiveTalking
LiveTalking
IN ONE SENTENCEDrive a real-time talking avatar from text or audio and stream it to the web, live video, or a virtual camera.
LiveTalking is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- 云 GPU candidate
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityVerified
KlingAIResearch/LivePortrait
LivePortrait
IN ONE SENTENCEAnimate a portrait from one image and a driving video with efficient motion and expression control.
LivePortrait is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source model
- Requirements
- Windows / Linux / Apple Silicon Mac
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
debpalash/VoiceStudio
VoiceStudio
IN ONE SENTENCEClone voices, dub video, transcribe speech, and build audiobooks locally without a required subscription.
VoiceStudio is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source speech tool
- Requirements
- macOS Apple Silicon / Windows / Linux / Docker
- Real cost
- AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsNew discovery
QuentinFuxa/WhisperLiveKit
WhisperLiveKit
IN ONE SENTENCEConvert live speech into low-latency captions with speaker separation, translation, and an API.
WhisperLiveKit is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- Requirements to be verified
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
ItusiAI/Open-Magiviz
Open-Magiviz
IN ONE SENTENCEMove from a story idea through characters and storyboards to generated scenes and a complete video.
Open-Magiviz is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Web / Next.js / PostgreSQL / self-hosted
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
ATH-MaaS/Pixelle-Video
Pixelle-Video
IN ONE SENTENCETurn a topic into an automated pipeline for script, visuals, voice, music, and final video assembly.
Pixelle-Video is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source model
- Requirements
- Requirements to be verified
- Real cost
- Actual cost still needs verification.
Automate workTesting
calesthio/OpenMontage
OpenMontage
IN ONE SENTENCETurn a brief into research, script, media, voice, subtitles, editing, rendering, and a finished video.
OpenMontage is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python / Node.js / FFmpeg / AI 编程 Agent
- Real cost
- AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
Comfy-Org/ComfyUI
ComfyUI
IN ONE SENTENCEBuild generation workflows like blocks, save them once, and reuse them for images, video, audio, and 3D.
ComfyUI is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.
- Project type
- Workflow automation platform
- Requirements
- Windows / macOS / Linux / Localorcloud
- Real cost
- GPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
Wan-Video/Wan2.1
Wan2.1
IN ONE SENTENCEUse one open model family for text-to-video, image-to-video, frame control, editing, and audio tasks.
Wan2.1 is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python / NVIDIA GPU; 部分模型可用消费级显卡
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
Tencent-Hunyuan/HunyuanVideo-1.5
HunyuanVideo 1.5
IN ONE SENTENCERun Tencent's open video-generation models through local GPU, Diffusers, or ComfyUI workflows.
HunyuanVideo 1.5 is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Linux / Python 3.10+ / NVIDIA GPU; 模型卸载时官方minimum约 14GB VRAM
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
Lightricks/LTX-Video
LTX-Video
IN ONE SENTENCEControl video development with keyframes, extend clips forward or backward, and generate picture with sound.
LTX-Video is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python / NVIDIA GPU / ComfyUI / online demo
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
MartinDelophy/ai-video-editor
Timeline Studio
IN ONE SENTENCEEdit multitrack video, subtitles, dubbing, AI enhancement, and offline exports directly in the browser.
Timeline Studio is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- 桌面Browser / PWA / WebGPU
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
invoke-ai/InvokeAI
InvokeAI
IN ONE SENTENCECombine generation, inpainting, a creative canvas, asset management, and node workflows locally.
InvokeAI is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source image tool
- Requirements
- Local Web UI / GPU
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
mcmonkeyprojects/SwarmUI
SwarmUI
IN ONE SENTENCEUse a simple generation screen and advanced Comfy workflows from the same local image interface.
SwarmUI is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source image tool
- Requirements
- Windows / macOS / Linux; Localor云 GPU
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
ByteDance-Seed/BAGEL
BAGEL
IN ONE SENTENCEUnderstand, generate, and edit images with one open multimodal model from ByteDance Seed.
BAGEL is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source model
- Requirements
- Python / Gradio / CUDA GPU
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
lllyasviel/Fooocus
Fooocus
IN ONE SENTENCEFocus on prompts instead of parameters with a streamlined local image-generation experience.
Fooocus is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source image tool
- Requirements
- Windows / Linux / Colab; NVIDIA GPU preferred
- Real cost
- GPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
Acly/krita-ai-diffusion
Krita AI Diffusion
IN ONE SENTENCEGenerate, inpaint, upscale, and use references without leaving Krita's real editing workflow.
Krita AI Diffusion is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- Krita 5.2+; Windows / macOS / Linux
- Real cost
- GPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
lllyasviel/stable-diffusion-webui-forge
Stable Diffusion WebUI Forge
IN ONE SENTENCEManage models, LoRAs, and ControlNet with more efficient local Stable Diffusion inference.
Stable Diffusion WebUI Forge is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source image tool
- Requirements
- Windows 一键包 / Python self-hosted
- Real cost
- AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
Kwai-Kolors/Kolors
Kolors
IN ONE SENTENCEGenerate images with stronger Chinese and English text rendering for posters and visual content.
Kolors is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source image tool
- Requirements
- Python / Gradio / ComfyUI / NVIDIA CUDA
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
Stability-AI/generative-models
Stability Generative Models
IN ONE SENTENCEStart from Stability AI's official code, inference examples, and model-license boundaries.
Stability Generative Models is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source model
- Requirements
- Python 3.10 / CUDA / Streamlit
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
KDE/kdenlive
Kdenlive
IN ONE SENTENCEKeep professional multitrack editing, transitions, and audio work inside a mature open-source editor.
Kdenlive is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Windows / macOS / Linux
- Real cost
- GPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
lllyasviel/FramePack
FramePack
IN ONE SENTENCEGenerate longer image-to-video sequences in segments on comparatively modest local GPU hardware.
FramePack is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Windows / Linux / NVIDIA RTX 30、40、50 系; minimum 6GB VRAM
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
zai-org/CogVideo
CogVideo / CogVideoX
IN ONE SENTENCEBring text, reference images, and existing clips into an open, self-deployable video-generation workflow.
CogVideo / CogVideoX is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python / NVIDIA GPU / Colab
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
ace-step/ACE-Step-1.5
ACE-Step 1.5
IN ONE SENTENCEGenerate complete songs, covers, edits, and separated stems from a description or reference audio.
ACE-Step 1.5 is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source model
- Requirements
- Windows / macOS / Linux; CUDA、Apple Silicon、ROCm、Intel XPU or CPU
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
QwenAudio/CosyVoice
CosyVoice
IN ONE SENTENCEBuild multilingual, Chinese-dialect, cross-lingual cloning, and streaming speech services from one model family.
CosyVoice is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source speech tool
- Requirements
- Python / Linux / Docker / NVIDIA GPU
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
hexgrad/kokoro
Kokoro
IN ONE SENTENCECreate lightweight multilingual text-to-speech that is fast enough to integrate into real content workflows.
Kokoro is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source speech tool
- Requirements
- Python 3.10–3.13 / Localor Colab
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
modelscope/ClearerVoice-Studio
ClearerVoice-Studio
IN ONE SENTENCERepair noisy, reverberant, or unclear recordings with enhancement, separation, and target-speaker extraction.
ClearerVoice-Studio is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source speech tool
- Requirements
- Python / Linux preferred / Localor GPU
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.