head to head · open source
ponytail vs tick-stock-panel
ponytail has 182,779 GitHub stars, 10,094 forks, 270 open issues and last shipped 5 days ago. tick-stock-panel has 6,902 stars, 1,662 forks, 25 open issues and last shipped yesterday. ponytail leads on adoption by 2,548% (182,779 vs 6,902 stars). ponytail is written in JavaScript under MIT; tick-stock-panel is written in Python under MIT. ponytail has attracted 6% as many forks as stars, tick-stock-panel 24%. tick-stock-panel was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (llm), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| ponytail | tick-stock-panel | |
|---|---|---|
| GitHub stars | ★ 183K | ★ 6.9K |
| License | MIT | MIT |
| Written in | JavaScript | Python |
| Last push | 2026-10-29 | 2026-11-02 |
| Forks | ⑂ 10K | ⑂ 1.7K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick ponytail if
- You weight community size — 183K stars and counting
- You want the MIT license terms
- Your stack matches JavaScript
- You value the larger contributor base for long-term maintenance
pick tick-stock-panel if
- You want the tick-stock-panel feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and tick-stock-panel fits your workflow better
About ponytail
Ponytail He says nothing. He writes one line. It works. 54% less code (up to 94%) · 20% cheaper · 27% faster · 100% safe Measured on real Claude Code sessions editing a real open source repo (FastAPI + React), against the same agent with no skill. 54% is the mean across 12 feature tasks (Haiku 4.5, n=4); it reaches 94% where an agent over builds (a date picker) and is near zero where the code is already minimal. ponytail keeps every safety guard while a bare "write one liners" prompt drops one. (The earlier single shot benchmark reported 80 94% as a flat figure; against a fair agentic…
read the full ponytail overview →
About tick-stock-panel
📈 TSP · A股智能量化工作台 自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 多数据源能力路由 · 分钟级策略执行 · 全时段异动监控 · AI 辅助研究 ✨ 核心功能 · 📸 界面预览 · 🏗️ 技术架构 · 🚀 快速开始 · ⚙️ 配置 · 📚 完整文档 [!IMPORTANT] 本项目以 个人开源 为主进行开发维护，数据源插件化，可任意接入第三方数据源。仅供学习研究使用。 ⚠️ 本项目谨作为本地量化提供解决思路与方案， 不作为投资软件或者看盘软件 。 明确不做 ：不对标同花顺 / 通达信，不内置「AI 荐股 / 涨停预测」。 📮 有任何项目问题可邮件联系 415333856@qq.com · 觉得有用请点个 ⭐ Star 💡 为什么做 TSP ✨ 核心功能 🔀 能力路由 6 类数据集按源能力独立路由, 换源不换口径 🔍 选股引擎 25 内置策略 + 自定义信号 + AI 生成, 毫秒级扫全 A 股 📊 指标流水线 68 列指标与信号, 一次扫表落盘 enriched Parquet 🧪 回测研究 因子/策略/分钟回测, T+1/费用/滑点, 因子归因 🔬 因子平台 DSL 自定义因子 + 检验组合, 与策略双向联动 ⛏️ 因子挖掘 样本外搜索多因子组合, 显式发布、永不上线 🌡️ 市场环境 情绪周期 6 阶段 + 概念/行业主线排名 🚨 异动监控…
read the full tick-stock-panel overview →
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Frequently asked questions
Is ponytail or tick-stock-panel more popular?
ponytail has 182,779 GitHub stars and tick-stock-panel has 6,902. ponytail has the larger community by that measure.
Are ponytail and tick-stock-panel free?
Both are open source. ponytail is licensed under MIT and tick-stock-panel under MIT. Neither carries a licence fee.
What is the difference between ponytail and tick-stock-panel?
ponytail is written in JavaScript and tick-stock-panel in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, ponytail or tick-stock-panel?
Choose ponytail if you want the larger community (182,779 stars) or its MIT licence terms. Choose tick-stock-panel if its feature set, stack or MIT licence fits better. Both are self-hostable.