Comparison
chain-of-thought-hub vs ChainForge
Verdict
Pick chain-of-thought-hub if chain-of-Thought Hub measures the performance of large language models (LLMs) on complex tasks by using carefully selected datasets across various domains such as math, science, coding, and knowledge. It evaluates if LLM; pick ChainForge if web-based visual programming tool for prompt testing on LLMs; supports local installation and Docker for advanced feature access.
Markdown twin · chain-of-thought-hub alternatives · ChainForge alternatives
GraphCanon updated Sep 20, 2026
9views this month
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Trust & integrity
| Signal | chain-of-thought-hub | ChainForge |
|---|---|---|
| Maintenance | Dormant (762d since push) As of Sep 6, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 6, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- chain-of-thought-hub
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
- ChainForge
- An open-source visual programming environment for battle-testing prompts to LLMs.
Stars
- chain-of-thought-hub
- 2.8k
- ChainForge
- 3.0k
Forks
- chain-of-thought-hub
- 144
- ChainForge
- 257
Open issues
- chain-of-thought-hub
- 27
- ChainForge
- 70
Language
- chain-of-thought-hub
- Jupyter Notebook
- ChainForge
- TypeScript
Adopt for
- chain-of-thought-hub
- Chain-of-Thought Hub measures the performance of large language models (LLMs) on complex tasks by using carefully selected datasets across various domains such as math, science, coding, and knowledge. It evaluates if LLM
- ChainForge
- Web-based visual programming tool for prompt testing on LLMs; supports local installation and Docker for advanced feature access.
Persona
- chain-of-thought-hub
- -
- ChainForge
- -
Runtime
- chain-of-thought-hub
- -
- ChainForge
- -
License
- chain-of-thought-hub
- The MIT license permits the use of Chain-of-Thought Hub in both open source and commercial projects with acknowledgment.
- ChainForge
- MIT
Last pushed
- chain-of-thought-hub
- Aug 4, 2024
- ChainForge
- Sep 19, 2026
Categories
- chain-of-thought-hub
- Evaluation & Observability
- ChainForge
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- chain-of-thought-hub
- Dormant (18%)
- ChainForge
- Very active (96%)
Days since push
- chain-of-thought-hub
- 762d
- ChainForge
- 0d
Open issues (now)
- chain-of-thought-hub
- 27
- ChainForge
- 70
Stars delta
- chain-of-thought-hub
- 0 (30d)
- ChainForge
- +3 (30d)
Full report
- chain-of-thought-hub
- Trust report
- ChainForge
- Trust report
Shared compatibility
- Python · chain-of-thought-hub: Python runtime · ChainForge: Python runtime
Choose chain-of-thought-hub if…
- chain-of-thought-hub is primarily Jupyter Notebook; ChainForge is TypeScript.
- Requirements: Min 8 GB RAM; Chain-of-Thought Hub is designed to be integrated into environments for evaluating LLMs using Jupyter Notebooks.
- Tags unique to chain-of-thought-hub: chain-of-thought prompting, complex reasoning, llm-benchmarking.
- Use Chain-of-Thought Hub when you need to benchmark smaller LLMs against larger ones for complex reasoning abilities.
When NOT to use chain-of-thought-hub
- Do not use Chain-of-Thought Hub if your focus is on general conversational capabilities rather than specific, challenging problem-solving tasks.
- Avoid this tool if you are primarily interested in simpler language processing tasks that do not involve chain-of-thought prompting or complex datasets.
Choose ChainForge if…
- ChainForge is primarily TypeScript; chain-of-thought-hub is Jupyter Notebook.
- Tags unique to ChainForge: ai, evaluation, large-language-models, llmops.
- Also covers LLM Frameworks.
- ChainForge ships Docker support for self-hosted deployment.
- Need extensive features beyond web limitations
When NOT to use ChainForge
- Looking for a solution without local setup or Docker support
- Prefer not managing API keys via environment variable configuration
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (FranxYao/chain-of-thought-hub) · observed Sep 20, 2026
- GitHub forks (FranxYao/chain-of-thought-hub) · observed Sep 20, 2026
- Last push (FranxYao/chain-of-thought-hub) · observed Aug 4, 2024
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ianarawjo/ChainForge) · observed Sep 20, 2026
- GitHub forks (ianarawjo/ChainForge) · observed Sep 20, 2026
- Last push (ianarawjo/ChainForge) · observed Sep 19, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: chain-of-thought-hub 2.8k · ChainForge 3.0k (synced Sep 20, 2026).
Common questions
- What is the difference between chain-of-thought-hub and ChainForge?
- chain-of-thought-hub: Benchmarking large language models' complex reasoning ability with chain-of-thought prompting. ChainForge: An open-source visual programming environment for battle-testing prompts to LLMs.. See the comparison table for live GitHub stats and shared categories.
- When should I choose chain-of-thought-hub over ChainForge?
- Choose chain-of-thought-hub over ChainForge when chain-of-thought-hub is primarily Jupyter Notebook; ChainForge is TypeScript; Requirements: Min 8 GB RAM; Chain-of-Thought Hub is designed to be integrated into environments for evaluating LLMs using Jupyter Notebooks; Tags unique to chain-of-thought-hub: chain-of-thought prompting, complex reasoning, llm-benchmarking; Use Chain-of-Thought Hub when you need to benchmark smaller LLMs against larger ones for complex reasoning abilities.
- When should I choose ChainForge over chain-of-thought-hub?
- Choose ChainForge over chain-of-thought-hub when ChainForge is primarily TypeScript; chain-of-thought-hub is Jupyter Notebook; Tags unique to ChainForge: ai, evaluation, large-language-models, llmops; Also covers LLM Frameworks; ChainForge ships Docker support for self-hosted deployment; Need extensive features beyond web limitations.
- When should I avoid chain-of-thought-hub?
- Do not use Chain-of-Thought Hub if your focus is on general conversational capabilities rather than specific, challenging problem-solving tasks. Avoid this tool if you are primarily interested in simpler language processing tasks that do not involve chain-of-thought prompting or complex datasets.
- When should I avoid ChainForge?
- Looking for a solution without local setup or Docker support Prefer not managing API keys via environment variable configuration
- Is chain-of-thought-hub or ChainForge more popular on GitHub?
- ChainForge has more GitHub stars (3,030 vs 2,774). Stars measure visibility, not whether either tool fits your constraints.
- Are chain-of-thought-hub and ChainForge open source?
- Yes - both are open-source projects on GitHub (chain-of-thought-hub: MIT, ChainForge: MIT).
- Where can I find alternatives to chain-of-thought-hub or ChainForge?
- GraphCanon lists graph-backed alternatives at chain-of-thought-hub alternatives and ChainForge alternatives (chain-of-thought-hub markdown twin, ChainForge 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, chain-of-thought-hub or ChainForge?
- chain-of-thought-hub: Dormant. ChainForge: Very active. 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 chain-of-thought-hub and ChainForge?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: chain-of-thought-hub trust report; ChainForge trust report.