cd /news/ai-startups/show-hn-ai-startup-trustedrouter-rai… · home topics ai-startups article
[ARTICLE · art-116694] src=news.ycombinator.com ↗ pub= topic=ai-startups verified=true sentiment=· neutral

Show HN: AI startup TrustedRouter raises $1.25M

AI startup TrustedRouter has raised $1.25 million, according to an Axios report. The company offers a privacy-focused router for AI services, allowing users to avoid sharing data with third-party providers. Founder also launched anyeval.com, a crowdsourced evaluation platform for AI models, and introduced custom benchmarks like 'honey pot bench' and 'freedom bench' to test model alignment and censorship.

read2 min views2 publishedAug 31, 2026

https://www.axios.com/2026/08/31/exclusive-ai-startup-trustedrouter-raises-125-million hey everybody, I started trustedrouter.com, which is a really simple way to use AI without needing to give your data to a third party like a close source router

It’s been really fun to build this because I got to know the CEOs and founders of so many different providers. We now have more providers than open router and more models as well. More on that soon

We are doing a lot of innovations in security and skills that advise you on which LLM to use and also we created a new site called anyeval.com that I expect to be a critical part of the open-source infrastructure for AI on the Internet. Other companies like AAII postbenchmarks, but you’d have no idea about what they’re really doing and how they’re really measuring, and they have a ton of gaps about which models they’re doing their tests on because it’s so expensive. The idea behind any eval is so that you can pay the few pennies it costs to run an individual problem in an eval, and then as a together as a collective, we can crowdsource paying for a whole eval for any model that we want, or you can just pay for a random sample of the problems to get a an and some Arab artists on what you think that the quality of that model is. You can do head-to-head comparisons. You can also create whole new evals.

For example, I created this new eval called honey pot bench or honey bench, which recreates the some of the facts of the hugging face incident to measure whether a particular AI is prone to wanting to escape, and I found that Fable in particular, unlike the other Claude’s, is very unaligned in comparison I also created freedom bench, which measures the amount of censorship related to Chinese censorship that a model has, and found that it’s mostly the provider level monitor provided at the providers in China, but not the US providers that does the censitions. I don’t see as much censorship in the model weights

Comments URL: [https://news.ycombinator.com/item?id=49510283](https://news.ycombinator.com/item?id=49510283)

Points: 2

── more in #ai-startups 4 stories · sorted by recency
── more on @trustedrouter 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/show-hn-ai-startup-t…] indexed:0 read:2min 2026-08-31 ·