flowdit records 17,346 monthly visits with +6% month-over-month growth and Free Trial pricing. Ollama records 9,421,973 monthly visits with +4.3% growth and Free, Freemium, Paid pricing.
AI-powered SOPs and digital work instructions for the shop floor
Run and build with open AI models locally or in the cloud
| Dimension / Metric | | |
|---|---|---|
| Official Domain | flowdit.com | ollama.com |
| Pricing Model | Free Trial | Free, Freemium, Paid |
| Monthly Visits | 17.35K (17,346) | 9.42M (9,421,973) |
| MoM Traffic Delta | +979 (+6%) | +389.71K (+4.3%) |
| Primary Market & Share | 🇺🇸 United States (26.2%) | 🇨🇳 China (15.9%) |
| Direct Visits / mo | 7.01K | 4.02M |
| User Rating | 4.3 | 4.8 |
| Supported Platforms | Website | app, open-source, website |
AI-powered SOPs and digital work instructions for the shop floor
Upload Word, Excel or PDF procedures — or photos of paper forms — and let AI produce an editable draft instruction you can verify step by step.
Each instruction is versioned and approved before release, and read acknowledgments record who confirmed which version and when.
Operators open instructions on a tablet or smartphone, scan a QR code at the machine, and get an in-app assistant that answers from your manuals.
Build checklists with photos, videos, measurement fields and sign-offs in a drag-and-drop no-code editor, with audit and inspection workflows.
Run and build with open AI models locally or in the cloud
Install once and pull open-weight models by name; Ollama handles weights, quantization and versioning for you.
A built-in server exposes a straightforward REST API, so scripts, editors and agents can talk to local models with minimal setup.
Route requests to hosted open models when your laptop cannot hold the checkpoint you need, with per-token pricing and concurrency tiers.
Access families such as Llama, Qwen, DeepSeek, Gemma, Mistral and gpt-oss from a single interface.
SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.
Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.
Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.
Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.
Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.
Turn any workflow into polished video documentation in minutes
Turn policies into AI-enforced workflows you can prove
Free / Open-sourceOpen-source local AI server supporting multimodal inference including vision and speech, expanding beyond Ollama's text focus.
Free / Open-sourceOpen-source local AI server supporting multimodal inference including vision and speech, expanding beyond Ollama's text focus.
AI knowledge base software for docs, SOPs and self-service support
AI knowledge base software for docs, SOPs and self-service support
Free / Open-sourceLocal coding agent that executes natural language instructions directly inside your terminal environment.
Free / Open-sourceLocal coding agent that executes natural language instructions directly inside your terminal environment.
Record a process once and get a written SOP with screenshots, a video, and an AI voiceover
Record a process once and get a written SOP with screenshots, a video, and an AI voiceover
