--- title: "starcoder vs TTS" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bigcode-project-starcoder-vs-coqui-ai-tts" tools: ["bigcode-project-starcoder", "coqui-ai-tts"] --- # starcoder vs TTS *GraphCanon updated Jul 11, 2026* ## Verdict Pick starcoder when license: starcoder is Apache-2.0, TTS is MPL-2.0; pick TTS when license: TTS is MPL-2.0, starcoder is Apache-2.0. [starcoder](https://github.com/bigcode-project/starcoder) reports 7.5k GitHub stars, 528 forks, and 103 open issues, last pushed Feb 27, 2024. [TTS](http://coqui.ai) has 46k stars, 6.2k forks, and 4 open issues, last pushed Aug 16, 2024. Figures are from public GitHub metadata via [starcoder's repository](https://github.com/bigcode-project/starcoder) and [TTS's repository](https://github.com/coqui-ai/TTS). | | [starcoder](/tools/bigcode-project-starcoder.md) | [TTS](/tools/coqui-ai-tts.md) | | --- | --- | --- | | Tagline | Home of StarCoder: fine-tuning & inference! | 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production | | Stars | 7,508 | 45,737 | | Forks | 528 | 6,152 | | Open issues | 103 | 4 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MPL-2.0 | | Categories | Inference & Serving, Model Training, Speech & Audio | Inference & Serving, Model Training, Speech & Audio | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [starcoder](/tools/bigcode-project-starcoder.md) | [TTS](/tools/coqui-ai-tts.md) | | --- | --- | --- | | Days since push | 865d | 693d | | Open issues (now) | 103 | 4 | | Security scan | 48 low (48 low) | 137 low (137 low) | | Full report | [trust report](/tools/bigcode-project-starcoder/trust.md) | [trust report](/tools/coqui-ai-tts/trust.md) | ## Shared compatibility - **Python**: [starcoder](/tools/bigcode-project-starcoder.md) - Python runtime; [TTS](/tools/coqui-ai-tts.md) - Python runtime ## Choose when ### Choose starcoder if… - License: starcoder is Apache-2.0, TTS is MPL-2.0. ### Choose TTS if… - License: TTS is MPL-2.0, starcoder is Apache-2.0. - Tags unique to TTS: deep-learning, glow-tts, hifigan, melgan. - TTS ships Docker support for self-hosted deployment. ## When NOT to use starcoder - Last GitHub push was 866 days ago (dormant maintenance, Feb 27, 2024). Validate activity before betting a new project on starcoder. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## When NOT to use TTS - Last GitHub push was 694 days ago (dormant maintenance, Aug 16, 2024). Validate activity before betting a new project on TTS. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Common questions ### What is the difference between starcoder and TTS? starcoder: Home of StarCoder: fine-tuning & inference!. TTS: 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production. See the comparison table for live GitHub stats and shared categories. ### When should I choose starcoder over TTS? Choose starcoder over TTS when License: starcoder is Apache-2.0, TTS is MPL-2.0. ### When should I choose TTS over starcoder? Choose TTS over starcoder when License: TTS is MPL-2.0, starcoder is Apache-2.0; Tags unique to TTS: deep-learning, glow-tts, hifigan, melgan; TTS ships Docker support for self-hosted deployment. ### When should I avoid starcoder? Last GitHub push was 866 days ago (dormant maintenance, Feb 27, 2024). Validate activity before betting a new project on starcoder. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### When should I avoid TTS? Last GitHub push was 694 days ago (dormant maintenance, Aug 16, 2024). Validate activity before betting a new project on TTS. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is starcoder or TTS more popular on GitHub? TTS has more GitHub stars (45,737 vs 7,508). Stars measure visibility, not whether either tool fits your constraints. ### Are starcoder and TTS open source? Yes - both are open-source projects on GitHub (starcoder: Apache-2.0, TTS: MPL-2.0). ### Where can I find alternatives to starcoder or TTS? GraphCanon lists graph-backed alternatives at [starcoder alternatives](/tools/bigcode-project-starcoder/alternatives) and [TTS alternatives](/tools/coqui-ai-tts/alternatives) ([starcoder markdown twin](/tools/bigcode-project-starcoder/alternatives.md), [TTS markdown twin](/tools/coqui-ai-tts/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/bigcode-project-starcoder-vs-coqui-ai-tts.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, starcoder or TTS? starcoder: Dormant. TTS: 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 starcoder and TTS? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [starcoder trust report](/tools/bigcode-project-starcoder/trust); [TTS trust report](/tools/coqui-ai-tts/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bigcode-project-starcoder`](/api/graphcanon/graph?tool=bigcode-project-starcoder) - 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/_