Mathpix records 257,060 monthly visits with -6.9% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Ollama records 9,421,973 monthly visits with +4.3% growth and Free, Freemium, Paid pricing.
AI document conversion for math, chemistry, tables and full PDFs
Run and build with open AI models locally or in the cloud
| Dimension / Metric | ||
|---|---|---|
| Official Domain | mathpix.com | ollama.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free, Freemium, Paid |
| Monthly Visits | 257.06K (257,060) | 9.42M (9,421,973) |
| MoM Traffic Delta | -18.91K (-6.9%) | +389.71K (+4.3%) |
| Primary Market & Share | 🇮🇳 India (19%) | 🇨🇳 China (15.9%) |
| Direct Visits / mo | 138.07K | 4.02M |
| User Rating | 4.5 | 4.8 |
| Supported Platforms | Website | app, open-source, website |
AI document conversion for math, chemistry, tables and full PDFs
Recognises printed and handwritten math, chemistry diagrams, tables and text across many languages and returns editable output such as LaTeX, Markdown, MathML, SMILES or ChemDraw.
Screenshot any region of your screen or a web page and copy the converted math, chemistry or text straight to your clipboard with a keyboard shortcut.
The OCR API and Files API let you embed the same conversion engine in your own product, with support for Python and CLI workflows and full PDF document processing.
Convert PDFs to LaTeX, Word, Excel, Markdown, HTML or Overleaf-ready output, and images to LaTeX, AsciiMath, CSV or other structured formats.
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 desktop and web PDF utility with AI features, but offers weaker mathematical symbol and LaTeX conversion.
Provides versatile PDF editing and conversion tools, but lacks Mathpix's deep scientific equation and chemistry recognition.
Provides versatile PDF editing and conversion tools, but lacks Mathpix's deep scientific equation and chemistry recognition.
SpecialistProvides interactive document Q&A and summary features, but lacks advanced LaTeX export and math OCR capabilities.
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.
Offers robust PDF querying and extraction features, but is less specialized in complex mathematical and chemical notation.
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.
SpecialistFocuses specifically on turning handwritten notes and photos into clean LaTeX code, but lacks broader document parsing.
SpecialistFocuses specifically on turning handwritten notes and photos into clean LaTeX code, but lacks broader document parsing.
SpecialistAutomates data extraction from unstructured documents into structured formats, but lacks interactive scientific equation editing.
SpecialistAutomates data extraction from unstructured documents into structured formats, but lacks interactive scientific equation editing.
