--- title: "CosyVoice vs hopsworks" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/funaudiollm-cosyvoice-vs-logicalclocks-hopsworks" tools: ["funaudiollm-cosyvoice", "logicalclocks-hopsworks"] --- # CosyVoice vs hopsworks *GraphCanon updated Jul 12, 2026* ## Verdict Pick CosyVoice when cosyVoice is primarily Python; hopsworks is Java; pick hopsworks when hopsworks is primarily Java; CosyVoice is Python. [CosyVoice](https://funaudiollm.github.io/cosyvoice3) reports 22k GitHub stars, 2.5k forks, and 767 open issues, last pushed May 25, 2026. [hopsworks](https://hopsworks.ai) has 1.3k stars, 158 forks, and 16 open issues, last pushed Feb 10, 2025. Figures are from public GitHub metadata via [CosyVoice's repository](https://github.com/FunAudioLLM/CosyVoice) and [hopsworks's repository](https://github.com/logicalclocks/hopsworks). | | [CosyVoice](/tools/funaudiollm-cosyvoice.md) | [hopsworks](/tools/logicalclocks-hopsworks.md) | | --- | --- | --- | | Tagline | Multi-lingual large voice generation model with full-stack abilities for inference, training and deployment. | Hopsworks - Data-Intensive AI platform with a Feature Store | | Stars | 22,089 | 1,303 | | Forks | 2,545 | 158 | | Open issues | 767 | 16 | | Language | Python | Java | | Adopt for | CosyVoice is a Python-based multi-lingual large voice generation model. It supports extensive capabilities including fine-tuning, TTS (Text-To-Speech), and natural language generation. | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | AGPL-3.0 | | Categories | Model Training, Inference & Serving, Speech & Audio | Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [CosyVoice](/tools/funaudiollm-cosyvoice.md) | [hopsworks](/tools/logicalclocks-hopsworks.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Dormant (18%) | | Days since push | 46d | 516d | | Open issues (now) | 767 | 16 | | Full report | [trust report](/tools/funaudiollm-cosyvoice/trust.md) | [trust report](/tools/logicalclocks-hopsworks/trust.md) | ## Decision facts: CosyVoice - **Adopt for:** CosyVoice is a Python-based multi-lingual large voice generation model. It supports extensive capabilities including fine-tuning, TTS (Text-To-Speech), and natural language generation. ## Choose when ### Choose CosyVoice if… - CosyVoice is primarily Python; hopsworks is Java. - License: CosyVoice is Apache-2.0, hopsworks is AGPL-3.0. - Tags unique to CosyVoice: cantonese, audio-generation, chinese, english. - Also covers Model Training, Speech & Audio. - When you need support for multiple languages like Cantonese, Chinese, English, Japanese, and Korean. ### Choose hopsworks if… - hopsworks is primarily Java; CosyVoice is Python. - License: hopsworks is AGPL-3.0, CosyVoice is Apache-2.0. - Tags unique to hopsworks: data-science, governance, feature-store, aws. ## When NOT to use CosyVoice - If your project specifically requires fine-tuned performance in languages not supported by CosyVoice such as Arabic or Spanish. - When strict real-time speech synthesis requirements are essential, as CosyVoice may face delays depending on the environment's computational power and model complexity. ## When NOT to use hopsworks - Last GitHub push was 517 days ago (dormant maintenance, Feb 10, 2025). Validate activity before betting a new project on hopsworks. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## Common questions ### What is the difference between CosyVoice and hopsworks? CosyVoice: Multi-lingual large voice generation model with full-stack abilities for inference, training and deployment.. hopsworks: Hopsworks - Data-Intensive AI platform with a Feature Store. See the comparison table for live GitHub stats and shared categories. ### When should I choose CosyVoice over hopsworks? Choose CosyVoice over hopsworks when CosyVoice is primarily Python; hopsworks is Java; License: CosyVoice is Apache-2.0, hopsworks is AGPL-3.0; Tags unique to CosyVoice: cantonese, audio-generation, chinese, english; Also covers Model Training, Speech & Audio; When you need support for multiple languages like Cantonese, Chinese, English, Japanese, and Korean. ### When should I choose hopsworks over CosyVoice? Choose hopsworks over CosyVoice when hopsworks is primarily Java; CosyVoice is Python; License: hopsworks is AGPL-3.0, CosyVoice is Apache-2.0; Tags unique to hopsworks: data-science, governance, feature-store, aws. ### When should I avoid CosyVoice? If your project specifically requires fine-tuned performance in languages not supported by CosyVoice such as Arabic or Spanish. When strict real-time speech synthesis requirements are essential, as CosyVoice may face delays depending on the environment's computational power and model complexity. ### When should I avoid hopsworks? Last GitHub push was 517 days ago (dormant maintenance, Feb 10, 2025). Validate activity before betting a new project on hopsworks. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### Is CosyVoice or hopsworks more popular on GitHub? CosyVoice has more GitHub stars (22,089 vs 1,303). Stars measure visibility, not whether either tool fits your constraints. ### Are CosyVoice and hopsworks open source? Yes - both are open-source projects on GitHub (CosyVoice: Apache-2.0, hopsworks: AGPL-3.0). ### Where can I find alternatives to CosyVoice or hopsworks? GraphCanon lists graph-backed alternatives at [CosyVoice alternatives](/tools/funaudiollm-cosyvoice/alternatives) and [hopsworks alternatives](/tools/logicalclocks-hopsworks/alternatives) ([CosyVoice markdown twin](/tools/funaudiollm-cosyvoice/alternatives.md), [hopsworks markdown twin](/tools/logicalclocks-hopsworks/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/funaudiollm-cosyvoice-vs-logicalclocks-hopsworks.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, CosyVoice or hopsworks? CosyVoice: Steady. hopsworks: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for CosyVoice and hopsworks? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [CosyVoice trust report](/tools/funaudiollm-cosyvoice/trust); [hopsworks trust report](/tools/logicalclocks-hopsworks/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=funaudiollm-cosyvoice`](/api/graphcanon/graph?tool=funaudiollm-cosyvoice) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_