Baseten
Baseten ends the free launch of elephant-1 and mammoth-1 and adds per-replica metrics.
Comparison · ai-assistants
Docling vs opencode
A side-by-side editorial comparison of Docling and opencode — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:open-source
Docling vs opencode: at a glance
What is Docling?
Docling ships a native PDF pipeline and Apple Pages support while maturing its VLM integration layer.
Docling is releasing almost daily, expanding its supported document format surface with each version. Recent additions include a native PDF pipeline, completed Apple Pages support, JATS external hyperlinks, LaTeX output, and CUDA support for RapidOCR on ONNX Runtime. Threaded docling-parse is now the default, and VLM backends (Chandra, Unlimited-OCR) are getting tighter version management and error handling.
What is opencode?
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
Docling vs opencode: editorial side-by-side
Docling
5.0AI-ASSISTANTS
Docling ships a native PDF pipeline and Apple Pages support while maturing its VLM integration layer.
◆ Current state
Docling is releasing almost daily, expanding its supported document format surface with each version. Recent additions include a native PDF pipeline, completed Apple Pages support, JATS external hyperlinks, LaTeX output, and CUDA support for RapidOCR on ONNX Runtime. Threaded docling-parse is now the default, and VLM backends (Chandra, Unlimited-OCR) are getting tighter version management and error handling.
◆ Where it's heading
Docling is converging on a universal document parsing pipeline — every major format (PDF, DOCX, PPTX, Apple Pages, AsciiDoc, WebVTT, EBCDIC, JATS) processed through a single interface, with multiple output formats (Markdown, JSON, LaTeX). The VLM integration is moving from experimental to production-ready as the team adds CUDA hardware support, min-version enforcement, and format-specific model handling. Scientific document workflows are an emerging target given the LaTeX output and JATS support.
◆ Prediction
The experimental two-stage VLM pipeline will stabilize into a production path in the next few releases. Scientific document ingestion (LaTeX, JATS, math-heavy PDFs) will likely become a promoted use case as the output format support deepens.
opencode
5.0AI-ASSISTANTS
opencode's feed goes quiet after V2 took over, with only CI and animation tags.
◆ Current state
The two new tags are housekeeping: the GitHub Action now pins actions/cache to a commit SHA, and an app tag changes how an orb animation is derived. The substantive changes remain V2's promotion to the main branch, the VS Code extension 1.0 that launches the V2 CLI, and the retirement of the separate beta repo.
◆ Where it's heading
opencode has spent October consolidating on V2 and cleaning up its release pipeline. The tags since then are small and auxiliary, which suggests the next user-facing release will be a V2 CLI version rather than more 1.18.x patches.
◆ Prediction
Expect the first V2-numbered CLI release to appear next; the entries don't show when.
Alternatives to Docling and opencode
Other ai-assistants products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Docling or opencode.
Ollama
Ollama v0.40.11 adds local speech output on macOS, with an OpenAI-compatible audio endpoint.
GitHub Copilot
Copilot adds GPT-6.1 Terra as a cheaper agentic default and makes assisted permissions GA.
LobeChat
LobeHub canary.3 adds Projects with a lead agent, multi-file Canvas artifacts and Docs.
Claude
Claude Duet opens a proactive-agent app to Pro and Max, the first move after the 5.5 rollout.
DocsBot AI
DocsBot publishes an e-commerce case study while waiting for its November launch week.
See all Docling alternatives → · See all opencode alternatives →
Recent activity from Docling and opencode
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoopencode@opencode/pty 0.3.2 published on protocol 7
- 4d agoopencodeGitHub Action pins actions/cache to a commit SHA
- 8d agoopencodeApp orb animation now derived from iOS simulation
- 8d agoopencodegithub-v1.2.27: GitHub app drops unused token-exchange route
- 13d agoopencodeRelease pipeline drops the separate opencode-beta repo
- 16d agoopencodeVS Code extension 1.0 launches the V2 CLI
- 1mo agoDoclingv2.126.0: native PDF pipeline, Apple Pages complete, JATS hyperlinks
- 1mo agoDoclingv2.125.0: CUDA RapidOCR, VLM min-version check, HTML table fixes
- 1mo agoDoclingv2.124.0: LaTeX output format added
- 2mo agoDoclingv2.123.1
- 2mo agoDoclingv2.123.0: threaded parsing now default across all interfaces
- 2mo agoDoclingv2.122.0: compact_tables, Apple Pages heading recovery, layout speed
Frequently asked questions
What is the difference between Docling and opencode?
Both compete on the same themes — open-source — within ai-assistants. Docling and opencode are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Docling better than opencode?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Docling and opencode are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other ai-assistants products to evaluate alongside.
What are the best alternatives to Docling?
Top Docling alternatives in ai-assistants are ranked by recent ship velocity. Browse the "Docling alternatives" section above for the current picks, or visit /alternatives/docling for the full list with editorial commentary on each.
What are the best alternatives to opencode?
Top opencode alternatives in ai-assistants are ranked by recent ship velocity. Browse the "opencode alternatives" section above for the current picks, or visit /alternatives/opencode for the full list with editorial commentary on each.