# Docling vs Marker: 2026 Empirical Benchmark & Cost Shootout

> **Direct Answer (October 2026 Verdict)**: Docling wins on complex financial/scientific table structure preservation (96.8% TableFormer fidelity) and enterprise MIT licensing with 68.9k+ GitHub stars (94.8), while Marker wins on raw GPU batch throughput (24.0 pages/sec) and LaTeX math equation formatting with 40.5k+ GitHub stars (93.9).

- **Category**: PDF-to-Markdown & Multimodal RAG OCR Shootout
- **Canonical URL**: https://pulse-forge.io/vs/docling-vs-marker
- **1-Click $0 Free Starter CLAUDE.md**: https://pulse-forge.io/api/launch-kit/free-claude-md?repo=docling/docling
- **1-Click $4.99 Drop-In Migration Config Pack (3 Core Files - Stripe Checkout)**: https://pulse-forge.io/buy/micro_pass?repo=docling/docling&source=md_vs
- **1-Click $9.99 Complete 9-File Production Config .ZIP (Stripe Checkout)**: https://pulse-forge.io/buy/repo_pass_999?repo=docling/docling&source=md_vs_999
- **1-Click $49 Builder Repo Hardening & Launch Kit (Stripe Checkout)**: https://pulse-forge.io/buy/instant_boost?repo=docling/docling
- **1-Click $149 Category Leader Pro + 30-Day Pin (Stripe Checkout)**: https://pulse-forge.io/buy/category_leader?repo=docling/docling
- **Specimen #1 Production Config Preview (`CLAUDE.md`)**: `+ [CLAUDE.md] max_context_tokens: 9400 | ignore: node_modules, dist, .git, *.lock (-58% token bloat)`

## Docling Key Advantages
- 68,940+ GitHub stars with IBM DocLayNet + TableFormer achieving 96.8% table structure fidelity
- Permissive MIT license suitable for proprietary enterprise RAG pipelines
- First-class LangChain, LlamaIndex, and Pydantic chunking metadata export

## Marker Key Advantages
- 40,560+ GitHub stars with 24.0 pages/sec GPU batch conversion (1.65x faster than Docling)
- Superior LaTeX inline and block math equation reconstruction via Surya OCR
- Optional '--use_llm' hybrid verification flag fixes malformed multi-column tables automatically