TP.Trust Free Detection Keeps Running: Now a First-Pass Screening Tool for Relay Station Owners

TP.Trust Free Detection Keeps Running: More Relay Station Owners Now Use It for First-Pass Screening — and We're Keeping It Free

Since launch, TP.Trust (token.tpeol.com) has remained a free, public-good detection service — no fees, no gatekeeping. Recently we noticed something that genuinely made us happy: a growing number of small and mid-sized API relay station owners have started instinctively using TP.Trust as their first-pass screening tool when evaluating upstream suppliers — running samples through the detector to see whether an upstream is serving a genuine model or a disguised wrapper, before committing to a partnership.

For those station owners, it may just be a convenient step in their workflow. For us, it means the public-good detection effort is delivering real value. A detection tool was never meant to replace human judgment — its purpose is to offer an independent, transparent, and reproducible third-party reference in a token market plagued by information asymmetry. Being recognized by peers as the default "test before you buy" tool is the best encouragement we could ask for.

Free to Use, and Continuously Updated

Let us answer a common question directly: TP.Trust will stay free, and we will keep updating it. Detection logic, probe strategies, and behavioral-signal identification are all under active iteration — including new detection methods targeting relay caching, fabricated responses, and model impersonation.

That said, we want to be honest about our limitations:

• New samples can't be covered instantly. When new model versions or new spoofing techniques appear, updating the sample library takes time — we cannot keep up second-by-second;
• Overseas sample coverage is limited. Due to resource constraints, our sample base for some overseas models and overseas relays is still incomplete, leaving blind spots in detection coverage.

We don't shy away from these shortcomings. A public-good project has finite resources, and we'd rather state the current boundaries clearly than oversell the tool.

An Invitation: Fellow Builders of Public-Good Projects, Write to Us

If you are also running free detection services, open-source tools, or community projects — or if you have sample resources we lack, especially overseas model samples and cases of novel spoofing techniques — we'd love to hear from you.

Contact: token@tpeol.com

Possible topics include sample sharing, detection methodology discussions, jointly maintaining the sample library, or simply exchanging experiences on running public-good projects. One person can only do so much, but a group of people with a maker's spirit can get much further together.

Thank you to every station owner and friend who uses TP.Trust. Free detection will continue. Updates will continue. So will we.

TP.TRUST detection portal: https://token.tpeol.com (free, no registration required)