--- title: "tree-of-thoughts vs graph-of-thoughts" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kyegomez-tree-of-thoughts-vs-spcl-graph-of-thoughts" tools: ["kyegomez-tree-of-thoughts", "spcl-graph-of-thoughts"] --- # tree-of-thoughts vs graph-of-thoughts *GraphCanon updated Jul 28, 2026* ## Verdict Pick tree-of-thoughts if (Tree-of-Thoughts) Plug in and Play Implementation of Tree of Thoughts for Elevated Model Reasoning; pick graph-of-thoughts if the Graph of Thoughts tool is designed for leveraging large language models and graph structures to solve elaborate problems. [tree-of-thoughts](https://discord.gg/qUtxnK2NMf) reports 4.6k GitHub stars, 374 forks, and 21 open issues, last pushed Jul 29, 2025. [graph-of-thoughts](https://arxiv.org/pdf/2308.09687.pdf) has 2.8k stars, 217 forks, and 7 open issues, last pushed Mar 24, 2026. Figures are from public GitHub metadata via [tree-of-thoughts's repository](https://github.com/kyegomez/tree-of-thoughts) and [graph-of-thoughts's repository](https://github.com/spcl/graph-of-thoughts). | | [tree-of-thoughts](/tools/kyegomez-tree-of-thoughts.md) | [graph-of-thoughts](/tools/spcl-graph-of-thoughts.md) | | --- | --- | --- | | Tagline | Plug in and Play Implementation of Tree of Thoughts for Elevated Model Reasoning | Implementation of Graph of Thoughts for large language models problem-solving | | Stars | 4,590 | 2,826 | | Forks | 374 | 217 | | Open issues | 21 | 7 | | Language | Python | Python | | Adopt for | (Tree-of-Thoughts) Plug in and Play Implementation of Tree of Thoughts for Elevated Model Reasoning | The Graph of Thoughts tool is designed for leveraging large language models and graph structures to solve elaborate problems. | | Persona | - | - | | Runtime | - | - | | License | Licensed under Apache-2.0, allowing for wide usage but requires preservation of copyright and license notices | Other | | Categories | Evaluation & Observability, Model Training | LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [tree-of-thoughts](/tools/kyegomez-tree-of-thoughts.md) | [graph-of-thoughts](/tools/spcl-graph-of-thoughts.md) | | --- | --- | --- | | Days since push | 364d | 125d | | Open issues (now) | 21 | 7 | | Owner type | User | Organization | | Full report | [trust report](/tools/kyegomez-tree-of-thoughts/trust.md) | [trust report](/tools/spcl-graph-of-thoughts/trust.md) | ## Decision facts: tree-of-thoughts - **Pricing:** freemium - Free to use due to open-source nature; potential costs associated with hosting and any paid models it interfaces with - **Requirements:** Min 4 GB RAM - **Adopt for:** (Tree-of-Thoughts) Plug in and Play Implementation of Tree of Thoughts for Elevated Model Reasoning - **License detail:** Licensed under Apache-2.0, allowing for wide usage but requires preservation of copyright and license notices ## Decision facts: graph-of-thoughts - **Pricing:** freemium - **Requirements:** Min 8 GB RAM - **Adopt for:** The Graph of Thoughts tool is designed for leveraging large language models and graph structures to solve elaborate problems. - **License detail:** Other ## Choose when ### Choose tree-of-thoughts if… - License: tree-of-thoughts is Apache-2.0, graph-of-thoughts is Other. - Pricing: Free to use due to open-source nature; potential costs associated with hosting and any paid models it interfaces with. - Requirements: Min 4 GB RAM. - Tags unique to tree-of-thoughts: artificial-intelligence, chatgpt, deep-learning, gpt4. - Also covers Evaluation & Observability. - - When you require enhanced reasoning capabilities from large language models through structured problem-solving techniques ### Choose graph-of-thoughts if… - License: graph-of-thoughts is Other, tree-of-thoughts is Apache-2.0. - Requirements: Min 8 GB RAM. - Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, large language models. - Also covers LLM Frameworks. - Use when you need to solve complex problem scenarios that require the interplay between advanced language understanding and structured problem decomposition capabilities. ## When NOT to use tree-of-thoughts - - Avoid if you need solutions that are heavily customizable beyond what is provided, as it may not offer deep configuration options - - Should be avoided in scenarios where minimal dependency installations are critical, as this tool might come with broader package dependencies that could complicate setup ## When NOT to use graph-of-thoughts - Avoid using Graph of Thoughts for simpler, straightforward queries or when real-time performance is critical because it may introduce overhead due to its complex graph processing. - Do not use this tool where privacy and data security are paramount concerns if the official license does not sufficiently protect your needs. ## Common questions ### What is the difference between tree-of-thoughts and graph-of-thoughts? tree-of-thoughts: Plug in and Play Implementation of Tree of Thoughts for Elevated Model Reasoning. graph-of-thoughts: Implementation of Graph of Thoughts for large language models problem-solving. See the comparison table for live GitHub stats and shared categories. ### When should I choose tree-of-thoughts over graph-of-thoughts? Choose tree-of-thoughts over graph-of-thoughts when License: tree-of-thoughts is Apache-2.0, graph-of-thoughts is Other; Pricing: Free to use due to open-source nature; potential costs associated with hosting and any paid models it interfaces with; Requirements: Min 4 GB RAM; Tags unique to tree-of-thoughts: artificial-intelligence, chatgpt, deep-learning, gpt4; Also covers Evaluation & Observability; - When you require enhanced reasoning capabilities from large language models through structured problem-solving techniques. ### When should I choose graph-of-thoughts over tree-of-thoughts? Choose graph-of-thoughts over tree-of-thoughts when License: graph-of-thoughts is Other, tree-of-thoughts is Apache-2.0; Requirements: Min 8 GB RAM; Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, large language models; Also covers LLM Frameworks; Use when you need to solve complex problem scenarios that require the interplay between advanced language understanding and structured problem decomposition capabilities. ### When should I avoid tree-of-thoughts? - Avoid if you need solutions that are heavily customizable beyond what is provided, as it may not offer deep configuration options - Should be avoided in scenarios where minimal dependency installations are critical, as this tool might come with broader package dependencies that could complicate setup ### When should I avoid graph-of-thoughts? Avoid using Graph of Thoughts for simpler, straightforward queries or when real-time performance is critical because it may introduce overhead due to its complex graph processing. Do not use this tool where privacy and data security are paramount concerns if the official license does not sufficiently protect your needs. ### Is tree-of-thoughts or graph-of-thoughts more popular on GitHub? tree-of-thoughts has more GitHub stars (4,590 vs 2,826). Stars measure visibility, not whether either tool fits your constraints. ### Are tree-of-thoughts and graph-of-thoughts open source? Yes - both are open-source projects on GitHub (tree-of-thoughts: Apache-2.0, graph-of-thoughts: Other). ### Where can I find alternatives to tree-of-thoughts or graph-of-thoughts? GraphCanon lists graph-backed alternatives at [tree-of-thoughts alternatives](/tools/kyegomez-tree-of-thoughts/alternatives) and [graph-of-thoughts alternatives](/tools/spcl-graph-of-thoughts/alternatives) ([tree-of-thoughts markdown twin](/tools/kyegomez-tree-of-thoughts/alternatives.md), [graph-of-thoughts markdown twin](/tools/spcl-graph-of-thoughts/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/kyegomez-tree-of-thoughts-vs-spcl-graph-of-thoughts.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, tree-of-thoughts or graph-of-thoughts? tree-of-thoughts: Slowing. graph-of-thoughts: Slowing. 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 tree-of-thoughts and graph-of-thoughts? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [tree-of-thoughts trust report](/tools/kyegomez-tree-of-thoughts/trust); [graph-of-thoughts trust report](/tools/spcl-graph-of-thoughts/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kyegomez-tree-of-thoughts`](/api/graphcanon/graph?tool=kyegomez-tree-of-thoughts) - 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/_