Comparison
repobench vs ai-berkshire
Verdict
Pick repobench when license: repobench is CC-BY-4.0, ai-berkshire is MIT; pick ai-berkshire when license: ai-berkshire is MIT, repobench is CC-BY-4.0.
Markdown twin · repobench alternatives · ai-berkshire alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | repobench | ai-berkshire |
|---|---|---|
| Maintenance | Dormant (694d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- repobench
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024
- ai-berkshire
- AI-era Berkshire: a value investing research framework utilizing Claude Code / Codex with methodologies from Warren Buffett, Charlie Munger among others and multi-Agent adversarial analysis.
Stars
- repobench
- 212
- ai-berkshire
- 13k
Forks
- repobench
- 13
- ai-berkshire
- 1.8k
Open issues
- repobench
- 12
- ai-berkshire
- 17
Language
- repobench
- Python
- ai-berkshire
- Python
Adopt for
- repobench
- -
- ai-berkshire
- ai-berkshire implements a unique approach to value investing research through AI agents powered by Claude Code/Codex, inspired by the methodologies of Warren Buffett and Charlie Munger amongst other investors. The tool's
Persona
- repobench
- -
- ai-berkshire
- -
Runtime
- repobench
- -
- ai-berkshire
- -
License
- repobench
- CC-BY-4.0
- ai-berkshire
- MIT
Last pushed
- repobench
- Aug 16, 2024
- ai-berkshire
- Jul 11, 2026
Categories
- repobench
- Evaluation & Observability
- ai-berkshire
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- repobench
- Dormant (18%)
- ai-berkshire
- Very active (96%)
Days since push
- repobench
- 694d
- ai-berkshire
- 0d
Open issues (now)
- repobench
- 12
- ai-berkshire
- 17
Security scan
- repobench
- No criticals
- ai-berkshire
- No MCP manifest
Full report
- repobench
- Trust report
- ai-berkshire
- Trust report
Choose repobench if…
- License: repobench is CC-BY-4.0, ai-berkshire is MIT.
- Tags unique to repobench: python.
- Leaner open-issue backlog (12).
When NOT to use repobench
- Last GitHub push was 695 days ago (dormant maintenance, Aug 16, 2024). Validate activity before betting a new project on repobench.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose ai-berkshire if…
- License: ai-berkshire is MIT, repobench is CC-BY-4.0.
- Tags unique to ai-berkshire: ai, financial-analysis, investment-research, portfolio-management.
- Also covers AI Agents.
- You need to leverage multi-Agent adversarial analysis for deep fundamental stock market assessment aligned with renowned investor philosophies.
When NOT to use ai-berkshire
- If your investment research requires real-time trading data or dynamic algorithmic trading strategies which are not the tool's expertise.
- When you prefer a more manual or traditional approach to value investing that does not integrate AI-driven adversarial agent methodologies.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Leolty/repobench) · observed Jul 11, 2026
- GitHub forks (Leolty/repobench) · observed Jul 11, 2026
- Last push (Leolty/repobench) · observed Aug 16, 2024
- License file (CC-BY-4.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (xbtlin/ai-berkshire) · observed Jul 11, 2026
- GitHub forks (xbtlin/ai-berkshire) · observed Jul 11, 2026
- Last push (xbtlin/ai-berkshire) · observed Jul 11, 2026
- 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: repobench 212 · ai-berkshire 13k (synced Jul 11, 2026).
Common questions
- What is the difference between repobench and ai-berkshire?
- repobench: ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024. ai-berkshire: AI-era Berkshire: a value investing research framework utilizing Claude Code / Codex with methodologies from Warren Buffett, Charlie Munger among others and multi-Agent adversarial analysis.. See the comparison table for live GitHub stats and shared categories.
- When should I choose repobench over ai-berkshire?
- Choose repobench over ai-berkshire when License: repobench is CC-BY-4.0, ai-berkshire is MIT; Tags unique to repobench: python; Leaner open-issue backlog (12).
- When should I choose ai-berkshire over repobench?
- Choose ai-berkshire over repobench when License: ai-berkshire is MIT, repobench is CC-BY-4.0; Tags unique to ai-berkshire: ai, financial-analysis, investment-research, portfolio-management; Also covers AI Agents; You need to leverage multi-Agent adversarial analysis for deep fundamental stock market assessment aligned with renowned investor philosophies.
- When should I avoid repobench?
- Last GitHub push was 695 days ago (dormant maintenance, Aug 16, 2024). Validate activity before betting a new project on repobench. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid ai-berkshire?
- If your investment research requires real-time trading data or dynamic algorithmic trading strategies which are not the tool's expertise. When you prefer a more manual or traditional approach to value investing that does not integrate AI-driven adversarial agent methodologies.
- Is repobench or ai-berkshire more popular on GitHub?
- ai-berkshire has more GitHub stars (12,711 vs 212). Stars measure visibility, not whether either tool fits your constraints.
- Are repobench and ai-berkshire open source?
- Yes - both are open-source projects on GitHub (repobench: CC-BY-4.0, ai-berkshire: MIT).
- Where can I find alternatives to repobench or ai-berkshire?
- GraphCanon lists graph-backed alternatives at repobench alternatives and ai-berkshire alternatives (repobench markdown twin, ai-berkshire 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, repobench or ai-berkshire?
- repobench: Dormant. ai-berkshire: 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 repobench and ai-berkshire?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: repobench trust report; ai-berkshire trust report.