Comparison
eval-view vs autoarena
Verdict
Pick eval-view if regression testing for AI agents to detect behavioral changes and output quality regressions over time; pick autoarena if autoarena automates evaluations for LLMs and RAG systems through a user-friendly interface where projects are created and judged without manual intervention by the users.
Markdown twin · eval-view alternatives · autoarena alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | eval-view | autoarena |
|---|---|---|
| Maintenance | Very active (6d since push) As of 3w · github_public_v1 | Dormant (589d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- eval-view
- Regression testing for AI agents
- autoarena
- Automated evaluation of LLMs and RAG systems
Stars
- eval-view
- 126
- autoarena
- 108
Forks
- eval-view
- 21
- autoarena
- 9
Open issues
- eval-view
- 3
- autoarena
- 4
Language
- eval-view
- Python
- autoarena
- TypeScript
Adopt for
- eval-view
- Regression testing for AI agents to detect behavioral changes and output quality regressions over time.
- autoarena
- autoarena automates evaluations for LLMs and RAG systems through a user-friendly interface where projects are created and judged without manual intervention by the users.
Persona
- eval-view
- -
- autoarena
- -
Runtime
- eval-view
- -
- autoarena
- -
License
- eval-view
- The software uses the Apache-2.0 license, offering permissive terms for use and distribution.
- autoarena
- Apache-2.0 license
Last pushed
- eval-view
- Jul 26, 2026
- autoarena
- Dec 16, 2024
Categories
- eval-view
- AI Agents, Evaluation & Observability
- autoarena
- Evaluation & Observability
Trust and health
Maintenance
- eval-view
- Very active (96%)
- autoarena
- Dormant (18%)
Days since push
- eval-view
- 6d
- autoarena
- 589d
Open issues (now)
- eval-view
- 3
- autoarena
- 4
Owner type
- eval-view
- User
- autoarena
- Organization
Full report
- eval-view
- Trust report
- autoarena
- Trust report
Shared compatibility
- Python · eval-view: Python runtime · autoarena: Python runtime
Choose eval-view if…
- eval-view is primarily Python; autoarena is TypeScript.
- Pricing: Free to use under the terms of the Apache License, Version 2.0..
- Requirements: Python environment is required for installation and usage.; Installation with pip: `pip install evalview`; Offline support means no live API keys necessary for the basic diff functionality..
- Tags unique to eval-view: agent-benchmark, agent-evaluation, ai-agents, regression-testing.
- Also covers AI Agents.
- eval-view ships Docker support for self-hosted deployment.
- When you need to track and assess the behavior consistency of your AI agent across versions without involving live API calls.
When NOT to use eval-view
- If you do not need to monitor specific behavioral characteristics such as tool call sequences and parameter consistency over time.
- When real-time output quality evaluation is critical, as eval-view's offline diffing does not provide immediate feedback on output changes without an LLM judge.
Choose autoarena if…
- autoarena is primarily TypeScript; eval-view is Python.
- Requirements: Python environment and internet access are needed for PyPI installation via pip..
- Tags unique to autoarena: ai, evaluation, llm-evaluation, rag.
- When you need a TypeScript-based tool to rank LLMs and RAG systems via automated head-to-head comparisons, and a web UI is preferable.
When NOT to use autoarena
- If your environment lacks the necessary Python packages or you cannot install from PyPI due to restrictions.
- When real-time evaluation needs surpass capabilities, such as requiring immediate feedback beyond autoarena's batch-processing approach.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (hidai25/eval-view) · observed Aug 2, 2026
- GitHub forks (hidai25/eval-view) · observed Aug 2, 2026
- Last push (hidai25/eval-view) · observed Jul 26, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (kolenaIO/autoarena) · observed Jul 29, 2026
- GitHub forks (kolenaIO/autoarena) · observed Jul 29, 2026
- Last push (kolenaIO/autoarena) · observed Dec 16, 2024
- License file (Apache-2.0) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: eval-view 126 · autoarena 108 (synced Aug 2, 2026).
Common questions
- What is the difference between eval-view and autoarena?
- eval-view: Regression testing for AI agents. autoarena: Automated evaluation of LLMs and RAG systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose eval-view over autoarena?
- Choose eval-view over autoarena when eval-view is primarily Python; autoarena is TypeScript; Pricing: Free to use under the terms of the Apache License, Version 2.0.; Requirements: Python environment is required for installation and usage.; Installation with pip:
pip install evalview; Offline support means no live API keys necessary for the basic diff functionality.; Tags unique to eval-view: agent-benchmark, agent-evaluation, ai-agents, regression-testing; Also covers AI Agents; eval-view ships Docker support for self-hosted deployment; When you need to track and assess the behavior consistency of your AI agent across versions without involving live API calls. - When should I choose autoarena over eval-view?
- Choose autoarena over eval-view when autoarena is primarily TypeScript; eval-view is Python; Requirements: Python environment and internet access are needed for PyPI installation via pip.; Tags unique to autoarena: ai, evaluation, llm-evaluation, rag; When you need a TypeScript-based tool to rank LLMs and RAG systems via automated head-to-head comparisons, and a web UI is preferable.
- When should I avoid eval-view?
- If you do not need to monitor specific behavioral characteristics such as tool call sequences and parameter consistency over time. When real-time output quality evaluation is critical, as eval-view's offline diffing does not provide immediate feedback on output changes without an LLM judge.
- When should I avoid autoarena?
- If your environment lacks the necessary Python packages or you cannot install from PyPI due to restrictions. When real-time evaluation needs surpass capabilities, such as requiring immediate feedback beyond autoarena's batch-processing approach.
- Is eval-view or autoarena more popular on GitHub?
- eval-view has more GitHub stars (126 vs 108). Stars measure visibility, not whether either tool fits your constraints.
- Are eval-view and autoarena open source?
- Yes - both are open-source projects on GitHub (eval-view: Apache-2.0, autoarena: Apache-2.0).
- Where can I find alternatives to eval-view or autoarena?
- GraphCanon lists graph-backed alternatives at eval-view alternatives and autoarena alternatives (eval-view markdown twin, autoarena 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, eval-view or autoarena?
- eval-view: Very active. autoarena: 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 eval-view and autoarena?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: eval-view trust report; autoarena trust report.