# Label Studio vs Rerun Label Studio verzeichnet 137.199 monatliche Besuche mit -16,1 % Wachstum gegenüber dem Vormonat und einem Preismodell „Preise auf Anfrage, Kostenlos“. Rerun verzeichnet 54.018 monatliche Besuche mit -23,7 % Wachstum und einem Preismodell „Kostenlos“. | Kennzahl | [Label Studio](https://openaitools.app/de/tool/label-studio) | [Rerun](https://openaitools.app/de/tool/rerun) | | :--- | :--- | :--- | | Website-URL | https://labelstud.io | https://rerun.io | | Kategorien | KI-Entwicklertools, Large Language Models (LLMs), Open-Source-KI-Modelle | KI-Entwicklertools, Log-Management, KI für Datenanalyse, KI-Monitoring | | Preismodell | Preise auf Anfrage, Kostenlos | Kostenlos | | Monatliche Besuche | 137.199 | 54.018 | | MoM-Wachstumsrate | -16,1 % | -23,7 % | | Primärmarkt | Vereinigte Staaten | Vereinigte Staaten | | Direkte Besuche | 47.139 | 24.880 | | Bewertungsergebnis | 4,7 | 4,6 | | Anzahl gespeicherter Einträge | 2 | 1 | | Unterstützte Plattformen | Website | Website | ## Label Studio Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks. **Preise und Tarife:** Label Studio Community Edition is free and open source under HumanSignal. Label Studio Enterprise is quote-based and sold via HumanSignal, adding advanced modalities, managed deployment options and enterprise support. - **All data modalities:** Programmable interfaces and custom templates let one workspace handle images, video, audio, text, PDFs, time series and multi-modal tasks. - **LLM, RAG and agent evaluation:** Build custom benchmarks and rubrics, run side-by-side model comparisons, and grade generated answers against retrieved sources for RAG evaluation. - **RLHF and fine-tuning data:** Collect human preferences, corrections and rankings to feed reinforcement learning from human feedback and fine-tuning workflows. - **ML pipeline integration:** Connect observability tools, storage and any model to power AI-assisted pre-labeling, benchmarking and continuous evaluation. - **Specialist enterprise modalities:** Label Studio Enterprise adds native DICOM handling that preserves windowing and slice geometry, plus LiDAR point clouds with calibrated camera fusion. **Einschränkungen:** The most advanced modalities (native DICOM, LiDAR, many enterprise connectors) are gated behind the paid Enterprise tier; Self-hosting the open-source edition means you own setup, upgrades and scaling; Very flexible configuration can be intimidating for teams that want a fully managed turnkey product [Profile (Markdown)](https://openaitools.app/de/tool/label-studio.md) ## Rerun Rerun is an open-source SDK and visualizer for multimodal, multi-rate data, positioned as the data layer for physical AI. Using Python, Rust, or C++ APIs, developers can log robotics, computer vision, and sensor data and review it in a viewer that handles time series and 3D together. **Preise und Tarife:** The Rerun SDK and viewer are open source and free to use. Rerun also offers Rerun Hub, a production backend, whose pricing is arranged separately with the team. Check the Rerun website and GitHub repository for current terms. - **Multimodal data visualization:** Log, store, and view images, point clouds, 3D transforms, and time series together in one viewer. - **Open-source logging SDK:** Record multi-rate, multimodal data as column-chunks in rrd files, or convert from other formats. - **Query and transform:** Run full dataframe or SQL queries over robotics data, down into columns, time ranges, and values. - **Edge and stream transforms:** Add derived columns and evolve schemas without breaking history, on the edge or near the data. - **Rerun Hub backend:** A hosted backend with catalog, byte-range indexing, and retrieval that turns object stores into a queryable dataset. **Stärken:** Open-source core with permissive use across research and production; Handles multimodal and multi-rate data in one viewer; APIs for Python, Rust, and C++; Query and transform data without an export step **Einschränkungen:** Requires coding in Rust, Python, or C++ to get full value; The hosted Rerun Hub backend is a newer, additional product beyond the free SDK; Visualization work is aimed at engineering teams, not general business users; Advanced production features assume existing logging pipelines [Profile (Markdown)](https://openaitools.app/de/tool/rerun.md) ## Häufig gestellte Fragen ### Wie vergleichen sich Label Studio und Rerun beim monatlichen Traffic? Label Studio hat 137.199 monatliche Besuche, während Rerun 54.018 verzeichnet. Traffic-Schätzungen beschreiben die Publikumsgröße, nicht die Produktqualität. ### Wie vergleichen sich ihre Wachstumsraten? Label Studio verzeichnet eine Wachstumsrate von -16,1 % gegenüber dem Vormonat; Rerun verzeichnet -23,7 %. ### Wie vergleichen sich die Preise? Label Studio: Preise auf Anfrage, Kostenlos. Label Studio Community Edition is free and open source under HumanSignal. Label Studio Enterprise is quote-based and sold via HumanSignal, adding advanced modalities, managed deployment options and enterprise support. Rerun: Kostenlos. The Rerun SDK and viewer are open source and free to use. Rerun also offers Rerun Hub, a production backend, whose pricing is arranged separately with the team. Check the Rerun website and GitHub repository for current terms. ## Alternativen | # | Tool-Name | Monatliche Besuche | MoM-Wachstumsrate | Preismodell | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Ollama](https://openaitools.app/de/tool/ollama) | 9.421.973 | +4,3 % | Free, Freemium, Paid | Offene KI-Modelle lokal oder in der Cloud ausführen und entwickeln | [.md](https://openaitools.app/de/tool/ollama.md) | | 2 | [Datadog](https://openaitools.app/de/tool/datadog) | 5.175.760 | -4,8 % | Freemium, Kostenlose Testversion, Kostenpflichtig, Preise auf Anfrage, Kostenlos | Einheitliche Observability, Security und Incident Response für Engineering-Teams im Cloud-Maßstab | [.md](https://openaitools.app/de/tool/datadog.md) | | 3 | [ModelScope](https://openaitools.app/de/tool/modelscope-community) | 3.085.423 | +5,1 % | Kostenlos | ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure. | [.md](https://openaitools.app/de/tool/modelscope-community.md) | | 4 | [Invisible Technologies](https://openaitools.app/de/tool/invisible-technologies-inc) | 1.364.520 | +64,4 % | Preise auf Anfrage | Enterprise-KI-Infrastruktur, bei der Software und menschliche Experten zusammenarbeiten | [.md](https://openaitools.app/de/tool/invisible-technologies-inc.md) | | 5 | [Open WebUI](https://openaitools.app/de/tool/open-webui) | 804.534 | -2,8 % | Freemium | Open WebUI is an open-source, self-hosted AI interface that lets individuals and organizations run any model — local or cloud — inside a workspace they fully control. It ships as a one-command install, supports Ollama, O | [.md](https://openaitools.app/de/tool/open-webui.md) | | 6 | [Labelbox](https://openaitools.app/de/tool/labelbox) | 762.803 | -22,8 % | Preise auf Anfrage | Die Umgebungen, auf denen Frontier-KI trainiert — und die Agenten für die Routinearbeit | [.md](https://openaitools.app/de/tool/labelbox.md) | | 7 | [Appen](https://openaitools.app/de/tool/appen-com) | 665.840 | +0,2 % | Preise auf Anfrage | Von Menschen validierte Trainingsdaten und Evaluierung für Frontier-KI-Modelle | [.md](https://openaitools.app/de/tool/appen-com.md) | | 8 | [SuperAnnotate](https://openaitools.app/de/tool/super-annotate) | 386.034 | +37,4 % | Kostenlose Testversion, Preise auf Anfrage | SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and | [.md](https://openaitools.app/de/tool/super-annotate.md) | | 9 | [Weights & Biases (CoreWeave Forge)](https://openaitools.app/de/tool/prompts) | 315.624 | -80,2 % | Freemium, Preise auf Anfrage, Kostenlos | Verfolge, evaluiere und liefere KI-Modelle und Agenten in einer verbundenen Umgebung. | [.md](https://openaitools.app/de/tool/prompts.md) | | 10 | [Arize AI](https://openaitools.app/de/tool/arize-com) | 249.028 | +3,2 % | Kostenpflichtig, Preise auf Anfrage | Agent-Observability, Evaluation und kontinuierliche Verbesserung für Produktions-KI | [.md](https://openaitools.app/de/tool/arize-com.md) | --- Quelle: https://openaitools.app/de/compare/label-studio-vs-rerun More Markdown: [Kategorien](https://openaitools.app/de/categories.md) · [Traffic-Rankings](https://openaitools.app/de/rankings.md) · [llms.txt](https://openaitools.app/de/llms.txt)