Side-by-Side Comparison
MatX vs paritok-4b-v1
Compare open source repositories side by side. Stars, forks, code health, licensing, and community growth.
Recorded Stars Comparison
● NVIDIA/MatX (1.5K)
● Paritok-official/paritok-4b-v1 (1.5K)
☆ 1.5KMatX stars
☆ 1.5Kparitok-4b-v1 stars
+3Difference
paritok-4b-v1Star Leader (1.0x)
⚖️ Comparison Verdict
Star Popularity
paritok-4b-v1 Leads
+3 stars (1.0x ratio)
Forks & Derivatives
paritok-4b-v1 Leads
140 total community forks
Recent Maintenance
MatX
Pushed 9d ago
Licensing
Different
MatX: BSD-3-Clause vs paritok-4b-v1: Apache-2.0
Side-by-Side Facts
| Metric | NVIDIA/MatX ↗ | Paritok-official/paritok-4b-v1 ↗ |
|---|---|---|
| Description | An efficient C++20 GPU numerical computing library with Python-like syntax | Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent. |
| GitHub Stars | ☆ 1,450 | ☆ 1,453 |
| Forks | 131 | 140 |
| Open Issues | 18 | 7 |
| Main Language | C++ | Python |
| License | BSD-3-Clause | Apache-2.0 |
| Last Push | Oct 21, 2026 | Oct 6, 2026 |
| GitHub Source | Open Source ↗ | Open Source ↗ |
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MatX Badge
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