Comparison
mteb vs chain-of-thought-hub
Verdict
Pick mteb when mteb is primarily Python; chain-of-thought-hub is Jupyter Notebook; pick chain-of-thought-hub when chain-of-thought-hub is primarily Jupyter Notebook; mteb is Python.
Markdown twin · mteb alternatives · chain-of-thought-hub alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | mteb | chain-of-thought-hub |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Dormant (706d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- mteb
- State-of-the-art evaluation of embeddings across languages and modalities
- chain-of-thought-hub
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Stars
- mteb
- 3.3k
- chain-of-thought-hub
- 2.8k
Forks
- mteb
- 638
- chain-of-thought-hub
- 144
Open issues
- mteb
- 295
- chain-of-thought-hub
- 27
Language
- mteb
- Python
- chain-of-thought-hub
- Jupyter Notebook
Adopt for
- mteb
- -
- 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
Persona
- mteb
- -
- chain-of-thought-hub
- -
Runtime
- mteb
- -
- chain-of-thought-hub
- -
License
- mteb
- Apache-2.0
- chain-of-thought-hub
- The MIT license permits the use of Chain-of-Thought Hub in both open source and commercial projects with acknowledgment.
Last pushed
- mteb
- Jul 9, 2026
- chain-of-thought-hub
- Aug 4, 2024
Categories
- mteb
- Evaluation & Observability
- chain-of-thought-hub
- Evaluation & Observability
Trust and health
Maintenance
- mteb
- Very active (96%)
- chain-of-thought-hub
- Dormant (18%)
Days since push
- mteb
- 1d
- chain-of-thought-hub
- 706d
Open issues (now)
- mteb
- 295
- chain-of-thought-hub
- 27
Owner type
- mteb
- Organization
- chain-of-thought-hub
- User
Full report
- mteb
- Trust report
- chain-of-thought-hub
- Trust report
Choose mteb if…
- mteb is primarily Python; chain-of-thought-hub is Jupyter Notebook.
- License: mteb is Apache-2.0, chain-of-thought-hub is MIT.
- Tags unique to mteb: benchmark, embeddings, evaluation, information-retrieval.
- mteb ships Docker support for self-hosted deployment.
When NOT to use mteb
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose chain-of-thought-hub if…
- chain-of-thought-hub is primarily Jupyter Notebook; mteb is Python.
- License: chain-of-thought-hub is MIT, mteb is Apache-2.0.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (embeddings-benchmark/mteb) · observed Jul 11, 2026
- GitHub forks (embeddings-benchmark/mteb) · observed Jul 11, 2026
- Last push (embeddings-benchmark/mteb) · observed Jul 9, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (FranxYao/chain-of-thought-hub) · observed Jul 11, 2026
- GitHub forks (FranxYao/chain-of-thought-hub) · observed Jul 11, 2026
- Last push (FranxYao/chain-of-thought-hub) · observed Aug 4, 2024
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: mteb 3.3k · chain-of-thought-hub 2.8k (synced Jul 11, 2026).
Common questions
- What is the difference between mteb and chain-of-thought-hub?
- mteb: State-of-the-art evaluation of embeddings across languages and modalities. chain-of-thought-hub: Benchmarking large language models' complex reasoning ability with chain-of-thought prompting. See the comparison table for live GitHub stats and shared categories.
- When should I choose mteb over chain-of-thought-hub?
- Choose mteb over chain-of-thought-hub when mteb is primarily Python; chain-of-thought-hub is Jupyter Notebook; License: mteb is Apache-2.0, chain-of-thought-hub is MIT; Tags unique to mteb: benchmark, embeddings, evaluation, information-retrieval; mteb ships Docker support for self-hosted deployment.
- When should I choose chain-of-thought-hub over mteb?
- Choose chain-of-thought-hub over mteb when chain-of-thought-hub is primarily Jupyter Notebook; mteb is Python; License: chain-of-thought-hub is MIT, mteb is Apache-2.0; 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 avoid mteb?
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- 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.
- Is mteb or chain-of-thought-hub more popular on GitHub?
- mteb has more GitHub stars (3,349 vs 2,777). Stars measure visibility, not whether either tool fits your constraints.
- Are mteb and chain-of-thought-hub open source?
- Yes - both are open-source projects on GitHub (mteb: Apache-2.0, chain-of-thought-hub: MIT).
- Where can I find alternatives to mteb or chain-of-thought-hub?
- GraphCanon lists graph-backed alternatives at mteb alternatives and chain-of-thought-hub alternatives (mteb markdown twin, chain-of-thought-hub 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, mteb or chain-of-thought-hub?
- mteb: Very active. chain-of-thought-hub: 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 mteb and chain-of-thought-hub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mteb trust report; chain-of-thought-hub trust report.