Comparison
evalplus vs chatgpt-plugin-eval
Verdict
Pick evalplus if evalplus offers tools for rigorously benchmarking and evaluating large language models like GPT-4 and ChatGPT in synthesizing program code using Python under the Apache-2.0 license; pick chatgpt-plugin-eval if chatgpt-plugin-eval is an evaluation framework designed specifically to assess security, privacy, and safety concerns related to third-party plugins interfacing with large language models like ChatGPT.
Markdown twin · evalplus alternatives · chatgpt-plugin-eval alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | evalplus | chatgpt-plugin-eval |
|---|---|---|
| Maintenance | Slowing (306d since push) As of 2w · github_public_v1 | Dormant (736d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 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
- evalplus
- Rigorous evaluation of LLM-synthesized code
- chatgpt-plugin-eval
- Framework for Evaluating Security in LLM Plugin Ecosystems
Stars
- evalplus
- 1.8k
- chatgpt-plugin-eval
- 29
Forks
- evalplus
- 205
- chatgpt-plugin-eval
- 7
Open issues
- evalplus
- 71
- chatgpt-plugin-eval
- 1
Language
- evalplus
- Python
- chatgpt-plugin-eval
- HTML
Adopt for
- evalplus
- evalplus offers tools for rigorously benchmarking and evaluating large language models like GPT-4 and ChatGPT in synthesizing program code using Python under the Apache-2.0 license.
- chatgpt-plugin-eval
- chatgpt-plugin-eval is an evaluation framework designed specifically to assess security, privacy, and safety concerns related to third-party plugins interfacing with large language models like ChatGPT.
Persona
- evalplus
- -
- chatgpt-plugin-eval
- -
Runtime
- evalplus
- -
- chatgpt-plugin-eval
- -
License
- evalplus
- Apache-2.0
- chatgpt-plugin-eval
- The license information for chatgpt-plugin-eval is unknown.
Last pushed
- evalplus
- Oct 2, 2025
- chatgpt-plugin-eval
- Jul 29, 2024
Categories
- evalplus
- Evaluation & Observability
- chatgpt-plugin-eval
- Evaluation & Observability
Trust and health
Maintenance
- evalplus
- Slowing (36%)
- chatgpt-plugin-eval
- Dormant (18%)
Days since push
- evalplus
- 306d
- chatgpt-plugin-eval
- 736d
Open issues (now)
- evalplus
- 71
- chatgpt-plugin-eval
- 1
OSV dependency advisories
- evalplus
- No published findings from this source as of 2026-07-11
- chatgpt-plugin-eval
- No lockfile (source not queried)
Full report
- evalplus
- Trust report
- chatgpt-plugin-eval
- Trust report
Choose evalplus if…
- evalplus is primarily Python; chatgpt-plugin-eval is HTML.
- Tags unique to evalplus: benchmark, efficiency, program-synthesis, testing.
- evalplus ships Docker support for self-hosted deployment.
- When you need advanced benchmarks specific to large language model generated program synthesis, such as from GPT-4 or ChatGPT.
When NOT to use evalplus
- Avoid if you require broad language model benchmarking that is not specifically focused on program synthesis capabilities.
- Do not use evalplus if your project does not benefit from or need Docker-based isolation for code execution safety measures, such as in controlled lab environments without external dependencies.
Choose chatgpt-plugin-eval if…
- chatgpt-plugin-eval is primarily HTML; evalplus is Python.
- Tags unique to chatgpt-plugin-eval: llm-plugins, privacy, security.
- - When evaluating the security risks of integrating third-party services into your LLM platform through plugins
When NOT to use chatgpt-plugin-eval
- - In cases where only generic, high-level security guidance is required without an in-depth framework analysis
- - When the primary focus is on improving performance metrics rather than addressing specific security and privacy concerns of LLM plugins
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (evalplus/evalplus) · observed Aug 5, 2026
- GitHub forks (evalplus/evalplus) · observed Aug 5, 2026
- Last push (evalplus/evalplus) · observed Oct 2, 2025
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (llm-platform-security/chatgpt-plugin-eval) · observed Aug 5, 2026
- GitHub forks (llm-platform-security/chatgpt-plugin-eval) · observed Aug 5, 2026
- Last push (llm-platform-security/chatgpt-plugin-eval) · observed Jul 29, 2024
- License file (unknown) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: evalplus 1.8k · chatgpt-plugin-eval 29 (synced Aug 5, 2026).
Common questions
- What is the difference between evalplus and chatgpt-plugin-eval?
- evalplus: Rigorous evaluation of LLM-synthesized code. chatgpt-plugin-eval: Framework for Evaluating Security in LLM Plugin Ecosystems. See the comparison table for live GitHub stats and shared categories.
- When should I choose evalplus over chatgpt-plugin-eval?
- Choose evalplus over chatgpt-plugin-eval when evalplus is primarily Python; chatgpt-plugin-eval is HTML; Tags unique to evalplus: benchmark, efficiency, program-synthesis, testing; evalplus ships Docker support for self-hosted deployment; When you need advanced benchmarks specific to large language model generated program synthesis, such as from GPT-4 or ChatGPT.
- When should I choose chatgpt-plugin-eval over evalplus?
- Choose chatgpt-plugin-eval over evalplus when chatgpt-plugin-eval is primarily HTML; evalplus is Python; Tags unique to chatgpt-plugin-eval: llm-plugins, privacy, security; - When evaluating the security risks of integrating third-party services into your LLM platform through plugins.
- When should I avoid evalplus?
- Avoid if you require broad language model benchmarking that is not specifically focused on program synthesis capabilities. Do not use evalplus if your project does not benefit from or need Docker-based isolation for code execution safety measures, such as in controlled lab environments without external dependencies.
- When should I avoid chatgpt-plugin-eval?
- - In cases where only generic, high-level security guidance is required without an in-depth framework analysis - When the primary focus is on improving performance metrics rather than addressing specific security and privacy concerns of LLM plugins
- Is evalplus or chatgpt-plugin-eval more popular on GitHub?
- evalplus has more GitHub stars (1,794 vs 29). Stars measure visibility, not whether either tool fits your constraints.
- Are evalplus and chatgpt-plugin-eval open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to evalplus or chatgpt-plugin-eval?
- GraphCanon lists graph-backed alternatives at evalplus alternatives and chatgpt-plugin-eval alternatives (evalplus markdown twin, chatgpt-plugin-eval 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, evalplus or chatgpt-plugin-eval?
- evalplus: Slowing. chatgpt-plugin-eval: 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 evalplus and chatgpt-plugin-eval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: evalplus trust report; chatgpt-plugin-eval trust report.