Side-by-Side Comparison
columns_on_demand vs ishizuki
Compare open source repositories side by side. Stars, forks, code health, licensing, and community growth.
Recorded Stars Comparison
● willbryant/columns_on_demand (28)
● struffl/ishizuki (29)
☆ 28columns_on_demand stars
☆ 29ishizuki stars
+1Difference
ishizukiStar Leader (1.0x)
⚖️ Comparison Verdict
Star Popularity
ishizuki Leads
+1 stars (1.0x ratio)
Forks & Derivatives
columns_on_demand Leads
8 total community forks
Recent Maintenance
ishizuki
Pushed 1mo ago
Licensing
Different
columns_on_demand: MIT vs ishizuki: AGPL-3.0
Side-by-Side Facts
| Metric | willbryant/columns_on_demand ↗ | struffl/ishizuki ↗ |
|---|---|---|
| Description | Implements on-demand ('lazy') loading of ActiveRecord columns to save memory & query time when they aren't required | works well with rocks; native Apple Silicon inference engine for capable and tiny models (ternary, Qwen) via MLX Swift. Hadamard-rotated KV cache, vision, tool calling, OpenAI + Anthropic APIs |
| GitHub Stars | ☆ 28 | ☆ 29 |
| Forks | 8 | 4 |
| Open Issues | 0 | 0 |
| Main Language | Ruby | Swift |
| License | MIT | AGPL-3.0 |
| Last Push | Jan 17, 2026 | Sep 26, 2026 |
| GitHub Source | Open Source ↗ | Open Source ↗ |
⭐ Embed Verified Badges in README
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columns_on_demand Badge
[](https://githubrepo.cloud/repo/willbryant/columns_on_demand?utm_source=readme_badge)
ishizuki Badge
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