Comparison
evalplus vs gpt4all
Verdict
Pick evalplus when evalplus is primarily Python; gpt4all is C++; pick gpt4all when gpt4all is primarily C++; evalplus is Python.
Markdown twin · evalplus alternatives · gpt4all alternatives
GraphCanon updated today
Trust & integrity
| Signal | evalplus | gpt4all |
|---|---|---|
| Maintenance | Slowing (282d since push) As of today · github_public_v1 | Dormant (409d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No lockfile As of today · none |
Tagline
- evalplus
- Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024
- gpt4all
- Run Local LLMs on Any Device
Stars
- evalplus
- 1.8k
- gpt4all
- 77k
Forks
- evalplus
- 202
- gpt4all
- 8.3k
Open issues
- evalplus
- 66
- gpt4all
- 768
Language
- evalplus
- Python
- gpt4all
- C++
Adopt for
- evalplus
- -
- gpt4all
- GPT4All is an open-source project designed to facilitate the local deployment of large language models (LLMs). It supports commercial usage with a permissive MIT license and is implemented in C++.
Persona
- evalplus
- -
- gpt4all
- -
Runtime
- evalplus
- -
- gpt4all
- -
License
- evalplus
- Apache-2.0
- gpt4all
- MIT
Last pushed
- evalplus
- Oct 2, 2025
- gpt4all
- May 27, 2025
Categories
- evalplus
- Developer Tools, Inference & Serving, LLM Frameworks
- gpt4all
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- evalplus
- Slowing (36%)
- gpt4all
- Dormant (18%)
Days since push
- evalplus
- 282d
- gpt4all
- 409d
Open issues (now)
- evalplus
- 66
- gpt4all
- 768
Security scan
- evalplus
- No criticals
- gpt4all
- No lockfile
Full report
- evalplus
- Trust report
- gpt4all
- Trust report
Choose evalplus if…
- evalplus is primarily Python; gpt4all is C++.
- License: evalplus is Apache-2.0, gpt4all is MIT.
- Tags unique to evalplus: benchmark, chatgpt, efficiency, gpt-4.
- Also covers Developer Tools.
- evalplus ships Docker support for self-hosted deployment.
When NOT to use evalplus
- Last GitHub push was 282 days ago (slowing maintenance, Oct 2, 2025). Validate activity before betting a new project on evalplus.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose gpt4all if…
- gpt4all is primarily C++; evalplus is Python.
- License: gpt4all is MIT, evalplus is Apache-2.0.
- Tags unique to gpt4all: ai-chat, llm-inference.
- - When you require on-device inference capabilities without reliance on cloud services.
When NOT to use gpt4all
- - In environments strictly requiring models supported by mainstream frameworks like TensorFlow or PyTorch, as GPT4All focuses on its standalone implementation.
- - When the project demands seamless integration with popular cloud infrastructures that don't align well with local deployments.
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 Jul 11, 2026
- GitHub forks (evalplus/evalplus) · observed Jul 11, 2026
- Last push (evalplus/evalplus) · observed Oct 2, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (nomic-ai/gpt4all) · observed Jul 11, 2026
- GitHub forks (nomic-ai/gpt4all) · observed Jul 11, 2026
- Last push (nomic-ai/gpt4all) · observed May 27, 2025
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: evalplus 1.8k · gpt4all 77k (synced Jul 11, 2026).
Common questions
- What is the difference between evalplus and gpt4all?
- evalplus: Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024. gpt4all: Run Local LLMs on Any Device. See the comparison table for live GitHub stats and shared categories.
- When should I choose evalplus over gpt4all?
- Choose evalplus over gpt4all when evalplus is primarily Python; gpt4all is C++; License: evalplus is Apache-2.0, gpt4all is MIT; Tags unique to evalplus: benchmark, chatgpt, efficiency, gpt-4; Also covers Developer Tools; evalplus ships Docker support for self-hosted deployment.
- When should I choose gpt4all over evalplus?
- Choose gpt4all over evalplus when gpt4all is primarily C++; evalplus is Python; License: gpt4all is MIT, evalplus is Apache-2.0; Tags unique to gpt4all: ai-chat, llm-inference; - When you require on-device inference capabilities without reliance on cloud services.
- When should I avoid evalplus?
- Last GitHub push was 282 days ago (slowing maintenance, Oct 2, 2025). Validate activity before betting a new project on evalplus. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid gpt4all?
- - In environments strictly requiring models supported by mainstream frameworks like TensorFlow or PyTorch, as GPT4All focuses on its standalone implementation. - When the project demands seamless integration with popular cloud infrastructures that don't align well with local deployments.
- Is evalplus or gpt4all more popular on GitHub?
- gpt4all has more GitHub stars (77,386 vs 1,774). Stars measure visibility, not whether either tool fits your constraints.
- Are evalplus and gpt4all open source?
- Yes - both are open-source projects on GitHub (evalplus: Apache-2.0, gpt4all: MIT).
- Where can I find alternatives to evalplus or gpt4all?
- GraphCanon lists graph-backed alternatives at evalplus alternatives and gpt4all alternatives (evalplus markdown twin, gpt4all 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 gpt4all?
- evalplus: Slowing. gpt4all: 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 gpt4all?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: evalplus trust report; gpt4all trust report.