Our Research

As of · 26 September 2026

A successful final state does not necessarily mean the trajectory was reliable.

As of · 17 September 2026

In a 326-repository eligible cohort, the 10 repositories with the most stars hold 14.0% of cohort star mass, while the 10 with the most recorded 30-day commits hold 65.7% of recorded 30-day commit volume.

As of · 29 August 2026

Document AI spans four distinct jobs—parse, schema extraction, document QA, and OCR; public evaluation is increasingly production-shaped but remains fragmented across extraction, completeness, grounding, robustness, and production economics.

As of · 14 August 2026

Hermes Agent leads 63 GitHub repositories classified as agents — 19% of the tracked AI cohort.

As of · September 2026

Llama 4 leads on open ecosystem and deployability; open weights are not automatically open source.

As of · 5 August 2026

OpenClaw ranks #1 among 326 eligible AI repositories on combined influence and activity.