Which is more popular, Auto-claude-code-research-in-sleep or autoresearch?

autoresearch has more GitHub stars (97,067 vs 16,857).

Which is more actively developed, Auto-claude-code-research-in-sleep or autoresearch?

Auto-claude-code-research-in-sleep had more commits in the last 90 days (203 vs 0).

Should I use Auto-claude-code-research-in-sleep or autoresearch?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

Auto-claude-code-research-in-sleep vs autoresearch

Side-by-side comparison of two AI agent tools

Auto-claude-code-research-in-sleepopen-source

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automat

autoresearchfree

AI agents running research on single-GPU nanochat training automatically

Metrics

	Auto-claude-code-research-in-sleep	autoresearch
Stars	16.9k	97.1k
Star velocity /mo	1.4k	6.2k
Commits (90d)	203	0
Releases (6m)	10	0
Overall score	0.7709925604868993	0.4420925143599578

Pros

+完全自主的夜间实验能力，无需人工干预即可进行数百次训练迭代
+简洁的三文件架构设计，降低复杂性同时保持实验灵活性
+固定时间预算确保不同实验配置之间的公平比较和评估

Cons

-限制为单GPU环境，无法扩展到大规模分布式训练
-5分钟的固定训练窗口可能限制复杂模型或大数据集的充分训练
-需要NVIDIA GPU硬件支持，增加了使用门槛

Use Cases

•自动超参数调优，让AI代理探索最佳学习率、批量大小和优化器设置
•神经网络架构搜索，自主试验不同的模型设计和层配置
•夜间无人值守的研究实验，充分利用计算资源进行持续优化

View Auto-claude-code-research-in-sleep Details View autoresearch Details

FAQ

Which is more popular, Auto-claude-code-research-in-sleep or autoresearch?: autoresearch has more GitHub stars (97,067 vs 16,857).
Which is more actively developed, Auto-claude-code-research-in-sleep or autoresearch?: Auto-claude-code-research-in-sleep had more commits in the last 90 days (203 vs 0).
Should I use Auto-claude-code-research-in-sleep or autoresearch?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.