# [experientiallabs/experiential](https://github.com/experientiallabs/experiential) Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marketplace models. It learns from your traffic to cut costs, recommend better models, and train a specialized model you own. 16.6k stars · 300 forks · Python Quick update: star history is from the full report of Nov 10, 2026. Caution Star growth includes unexplained bursts. ## Why - Star growth includes 1 unexplained burst, about 8,885 stars above the usual rate (54 % of all stars). Anyone can buy stars for any repo. ([source 1](https://reporadar.ai/methodology#stars)) ### What would change this - A new star analysis that no longer finds unexplained bursts. - Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Authors in the last 90 days are counted from the sampled commits only.) ## Maintenance Partial Active **Human commits, 30 days** 400 **Human commits, 90 days** 989 **Human commits, 365 days** 1.3k **Bot share of commits, 365 days** 0% **Last commit** Nov 12, 2026 (12 hours ago) **Last human commit** Nov 12, 2026 (12 hours ago) **Authors, 90 days** 4 **Last release** Nov 12, 2026 (13 hours ago) **Median PR merge time** 5 hours Responsiveness: of 25 recent issues, 8% got a maintainer reply. Median first response: 3 days. - Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share. - Authors in the last 90 days are counted from the sampled commits only. Sources: [Commits](https://github.com/experientiallabs/experiential/commits), [Releases](https://github.com/experientiallabs/experiential/releases), [Merged pull requests](https://github.com/experientiallabs/experiential/pulls?q=is%3Apr+is%3Amerged), [Issues](https://github.com/experientiallabs/experiential/issues?q=is%3Aissue) ## People Complete **Owner** Organization **Commits sampled** 100 since Nov 12, 2025 **Authors for half of commits** 1 **Authors for 80% of commits** 2 **Contributors** 14 ### Top committers - SilenNaihin: 64% of commits - kfallah: 25% of commits - Silen Naihin: 10% of commits - claude: 1% of commits - Shares come from the newest sampled commits, since the commit sample is capped. Sources: [Commits](https://github.com/experientiallabs/experiential/commits), [Contributors](https://github.com/experientiallabs/experiential/graphs/contributors) ## Stars Complete Unexplained bursts, confidence high Bars show stars gained each week. Red bars overlap a burst. ### Bursts - **Jul 30, 2026 to Aug 1, 2026**: about 88 more stars than usual, peak 44 in one day, a spike that tapers off. We couldn't check for an outside explanation. - **Aug 24, 2026 to Sep 1, 2026**: about 439 more stars than usual, peak 201 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks, a jump in issues and pull requests. - **Sep 4, 2026 to Oct 9, 2026**: about 8.9k more stars than usual, peak 920 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained. - **Oct 20, 2026 to Nov 9, 2026**: about 5.7k more stars than usual, peak 1.2k in one day, a shape we can't classify. Outside explanation: a jump in forks. - Engagement is low for a repo this size (forks, watchers, issues, contributors). - 138 stars GitHub has since removed (tracked since Nov 10, 2026). Anyone can buy stars for any repo; bursts alone don't prove the owner did. - Unexplained bursts: stars arrived with no matching forks, issues, releases, or launch coverage. - Forks, watchers, issues, and contributors are low for the number of stars. - Anyone can buy stars for any repo, so this describes the star history only. - Star history from the full report of Nov 10, 2026; this update did not re-read it. Sources: [How star history is analyzed](https://reporadar.ai/methodology#stars) ## Risk Complete ### Flags No risk flags. ### License **Now** Apache-2.0 (OSI-approved) **A year ago** Not known ### Packages - **experiential** (PYPI): latest 0.7.238, published Nov 12, 2026 Advisories for the latest version: none listed Package and advisory data: deps.dev and OSV. Sources: [GitHub: experientiallabs/experiential](https://github.com/experientiallabs/experiential), [deps.dev: PyPI experiential](https://deps.dev/pypi/experiential) ## Compare Weighing experientiallabs/experiential against an alternative? See both side by side. ## Badge ![RepoRadar: Caution](data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20width%3D%22112%22%20height%3D%2220%22%20role%3D%22img%22%20aria-label%3D%22reporadar%3A%20caution%22%3E%3Ctitle%3Ereporadar%3A%20caution%3C%2Ftitle%3E%3CclipPath%20id%3D%22r%22%3E%3Crect%20width%3D%22112%22%20height%3D%2220%22%20rx%3D%223%22%2F%3E%3C%2FclipPath%3E%3Cg%20clip-path%3D%22url(%23r)%22%3E%3Crect%20width%3D%2263%22%20height%3D%2220%22%20fill%3D%22%23555%22%2F%3E%3Crect%20x%3D%2263%22%20width%3D%2249%22%20height%3D%2220%22%20fill%3D%22%23dfa000%22%2F%3E%3C%2Fg%3E%3Cg%20fill%3D%22%23fff%22%20text-anchor%3D%22middle%22%20font-family%3D%22Verdana%2CGeneva%2CDejaVu%20Sans%2Csans-serif%22%20font-size%3D%2211%22%3E%3Ctext%20x%3D%2232%22%20y%3D%2214%22%3Ereporadar%3C%2Ftext%3E%3Ctext%20x%3D%2288%22%20y%3D%2214%22%3Ecaution%3C%2Ftext%3E%3C%2Fg%3E%3C%2Fsvg%3E) Add this to a README to show the current verdict: ``` [![RepoRadar](https://reporadar.ai/experientiallabs/experiential/badge.svg)](https://reporadar.ai/experientiallabs/experiential) ``` ## Follow Get told when this verdict changes. Add the feed to any feed reader: you get one entry per change, not one per refresh. ``` https://reporadar.ai/experientiallabs/experiential/feed.xml ``` [Open the feed](https://reporadar.ai/experientiallabs/experiential/feed.xml) ## More repos rated Caution [See all](https://reporadar.ai/-/reports/caution) - [udecode/plate](https://reporadar.ai/udecode/plate) 16.7k stars - [Arindam200/awesome-ai-apps](https://reporadar.ai/Arindam200/awesome-ai-apps) 16.7k stars - [omnivore-app/omnivore](https://reporadar.ai/omnivore-app/omnivore) 16.4k stars - [MODSetter/SurfSense](https://reporadar.ai/MODSetter/SurfSense) 16.9k stars - [jub0t/Concat](https://reporadar.ai/jub0t/Concat) 16.9k stars - [togg53192-cmd/jailbreaks](https://reporadar.ai/togg53192-cmd/jailbreaks) 16.3k stars ## Earlier verdicts - Nov 12, 2026: Caution - Nov 11, 2026: Caution - Nov 10, 2026: Caution - Nov 9, 2026: Healthy - Nov 8, 2026: Healthy - Nov 7, 2026: Healthy - Nov 6, 2026: Healthy - Nov 5, 2026: Healthy - Nov 4, 2026: Healthy - Nov 3, 2026: Healthy Computed 9 hours ago · method 2026.10.2 Source: https://reporadar.ai/experientiallabs/experiential