Comparison
tree-of-thought-llm vs graph-of-thoughts
Verdict
Pick tree-of-thought-llm if the 'Tree of Thoughts' approach provides a structured way to deliberate problem-solving using large language models and is well-suited for tasks requiring exploration through a tree-like structure; pick graph-of-thoughts if the Graph of Thoughts tool is designed for leveraging large language models and graph structures to solve elaborate problems.
Markdown twin · tree-of-thought-llm alternatives · graph-of-thoughts alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | tree-of-thought-llm | graph-of-thoughts |
|---|---|---|
| Maintenance | Dormant (577d since push) As of 1d · github_public_v1 | Slowing (125d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- tree-of-thought-llm
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
- graph-of-thoughts
- Implementation of Graph of Thoughts for large language models problem-solving
Stars
- tree-of-thought-llm
- 6.0k
- graph-of-thoughts
- 2.8k
Forks
- tree-of-thought-llm
- 624
- graph-of-thoughts
- 217
Open issues
- tree-of-thought-llm
- 8
- graph-of-thoughts
- 7
Language
- tree-of-thought-llm
- Python
- graph-of-thoughts
- Python
Adopt for
- tree-of-thought-llm
- The 'Tree of Thoughts' approach provides a structured way to deliberate problem-solving using large language models and is well-suited for tasks requiring exploration through a tree-like structure.
- graph-of-thoughts
- The Graph of Thoughts tool is designed for leveraging large language models and graph structures to solve elaborate problems.
Persona
- tree-of-thought-llm
- -
- graph-of-thoughts
- -
Runtime
- tree-of-thought-llm
- -
- graph-of-thoughts
- -
License
- tree-of-thought-llm
- MIT
- graph-of-thoughts
- Other
Last pushed
- tree-of-thought-llm
- Jan 16, 2025
- graph-of-thoughts
- Mar 24, 2026
Categories
- tree-of-thought-llm
- LLM Frameworks, Model Training
- graph-of-thoughts
- LLM Frameworks, Model Training
Trust and health
Maintenance
- tree-of-thought-llm
- Dormant (18%)
- graph-of-thoughts
- Slowing (36%)
Days since push
- tree-of-thought-llm
- 577d
- graph-of-thoughts
- 125d
Open issues (now)
- tree-of-thought-llm
- 8
- graph-of-thoughts
- 7
Stars delta
- tree-of-thought-llm
- +18 (30d)
- graph-of-thoughts
- Unknown
Open issues delta
- tree-of-thought-llm
- 0 (30d)
- graph-of-thoughts
- Unknown
OSV dependency advisories
- tree-of-thought-llm
- Published findings
- graph-of-thoughts
- No lockfile (source not queried)
Full report
- tree-of-thought-llm
- Trust report
- graph-of-thoughts
- Trust report
Shared compatibility
- Python · tree-of-thought-llm: Python runtime · graph-of-thoughts: Python runtime
Choose tree-of-thought-llm if…
- License: tree-of-thought-llm is MIT, graph-of-thoughts is Other.
- Requirements: Min 4 GB RAM.
- Tags unique to tree-of-thought-llm: llm, prompting, tree-of-thoughts, tree-search.
- - Use 'tree-of-thought-llm' when you need an approach that handles deliberative reasoning problems, like the game of 24, leveraging large language models.
When NOT to use tree-of-thought-llm
- - Avoid using 'tree-of-thought-llm' for problems that do not benefit from tree-like exploration or where the solution does not involve deliberate reasoning or step-by-step evaluation.
- - If real-time decision-making is critical and computational resources are limited, this tool might be too slow due to its reliance on large language models like GPT-4 which may introduce latency.
Choose graph-of-thoughts if…
- License: graph-of-thoughts is Other, tree-of-thought-llm is MIT.
- Requirements: Min 8 GB RAM.
- Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, prompt-engineering.
- 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (princeton-nlp/tree-of-thought-llm) · observed Aug 17, 2026
- GitHub forks (princeton-nlp/tree-of-thought-llm) · observed Aug 17, 2026
- Last push (princeton-nlp/tree-of-thought-llm) · observed Jan 16, 2025
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (spcl/graph-of-thoughts) · observed Jul 28, 2026
- GitHub forks (spcl/graph-of-thoughts) · observed Jul 28, 2026
- Last push (spcl/graph-of-thoughts) · observed Mar 24, 2026
- License file (Other) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: tree-of-thought-llm 6.0k · graph-of-thoughts 2.8k (synced Aug 17, 2026).
Common questions
- What is the difference between tree-of-thought-llm and graph-of-thoughts?
- tree-of-thought-llm: [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models. 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-thought-llm over graph-of-thoughts?
- Choose tree-of-thought-llm over graph-of-thoughts when License: tree-of-thought-llm is MIT, graph-of-thoughts is Other; Requirements: Min 4 GB RAM; Tags unique to tree-of-thought-llm: llm, prompting, tree-of-thoughts, tree-search; - Use 'tree-of-thought-llm' when you need an approach that handles deliberative reasoning problems, like the game of 24, leveraging large language models.
- When should I choose graph-of-thoughts over tree-of-thought-llm?
- Choose graph-of-thoughts over tree-of-thought-llm when License: graph-of-thoughts is Other, tree-of-thought-llm is MIT; Requirements: Min 8 GB RAM; Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, prompt-engineering; 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-thought-llm?
- - Avoid using 'tree-of-thought-llm' for problems that do not benefit from tree-like exploration or where the solution does not involve deliberate reasoning or step-by-step evaluation. - If real-time decision-making is critical and computational resources are limited, this tool might be too slow due to its reliance on large language models like GPT-4 which may introduce latency.
- 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-thought-llm or graph-of-thoughts more popular on GitHub?
- tree-of-thought-llm has more GitHub stars (6,048 vs 2,826). Stars measure visibility, not whether either tool fits your constraints.
- Are tree-of-thought-llm and graph-of-thoughts open source?
- Yes - both are open-source projects on GitHub (tree-of-thought-llm: MIT, graph-of-thoughts: Other).
- Where can I find alternatives to tree-of-thought-llm or graph-of-thoughts?
- GraphCanon lists graph-backed alternatives at tree-of-thought-llm alternatives and graph-of-thoughts alternatives (tree-of-thought-llm markdown twin, graph-of-thoughts markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, tree-of-thought-llm or graph-of-thoughts?
- tree-of-thought-llm: Dormant. 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-thought-llm and graph-of-thoughts?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: tree-of-thought-llm trust report; graph-of-thoughts trust report.