Markup: Document Annotation records 263 monthly visits with -17.8% month-over-month growth and Free pricing. Ollama records 9,421,973 monthly visits with +4.3% growth and Free, Freemium, Paid pricing.
Turn free text into structured, model-ready data with AI-assisted annotation.
Run and build with open AI models locally or in the cloud
| Dimension / Metric | | |
|---|---|---|
| Official Domain | getmarkup.com | ollama.com |
| Pricing Model | Free | Free, Freemium, Paid |
| Monthly Visits | 263 (263) | 9.42M (9,421,973) |
| MoM Traffic Delta | -57 (-17.8%) | +389.71K (+4.3%) |
| Primary Market & Share | 🇹🇷 Türkiye (100%) | 🇨🇳 China (15.9%) |
| Direct Visits / mo | 109 | 4.02M |
| User Rating | 4 | 4.8 |
| Supported Platforms | Website | app, open-source, website |
Turn free text into structured, model-ready data with AI-assisted annotation.
Mark up documents and free text to extract names, entities, relationships and fields into clean tabular or JSON output.
Built for NLP and ML workflows, so exported datasets plug into model training pipelines without heavy reformatting.
AI assistance proposes labels and extractions to reduce repetitive manual work, while you keep final control over correctness.
An interactive demo lets you test the annotation flow before committing to a full project setup.
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.
Human-validated training data and evaluation services for frontier AI models
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.
AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models
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.
The multimodal data layer for computer vision and physical AI teams
Free / Open-sourceLabel any data. Evaluate any AI.
AI workflow platform for document-heavy back-office operations
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.
