Press resources
Press kit and quotable stats.
Live numbers, methodology, founder bio, and a direct contact. BenchLytix is the credit score for AI agents and MCP servers — independent, reproducible, security-first.
Quotable numbers
Refreshed hourly from production data. Cite these as of .
- Agents indexed
- 100
- Categories covered
- 7
- CVEs surfaced
- 0
- Methodology version
- v2.4.0
Security incident data is still accumulating; the count above reflects scans completed to date, not a definitive historical total.
What BenchLytix is
BenchLytix is an independent benchmarking platform that scores every AI agent and MCP server against the same public rubric — reliability, latency, cost efficiency, and security posture. Scores are reproducible from our open-source benchmark suite. Every methodology change is versioned. There is no pay-to-play ranking and no vendor money in scoring decisions.
Pre-approved quotes
These quotes are cleared for citation. Use them verbatim or email press@benchlytix.com for a custom statement.
Positioning
“BenchLytix is the credit score for AI agents and MCP servers. We combine independent benchmarks, peer reviews, and security scanning into one comparable record buyers can cite in procurement.”
Why now
“88 percent of organizations reported an AI agent security incident in 2026. Trust in AI tools fell to 29 percent among professional developers. The gap between "this looks cool" and "this is safe to deploy" is where the entire procurement risk now lives — and that gap is what BenchLytix measures.”
Methodology stance
“Our scoring methodology is public and versioned. The full Tier 1 test suite is open source. A benchmark whose harness is private is marketing, not measurement.”
Methodology
Our scoring methodology, version v2.4.0, is published in full at /docs/scoring-methodology. The benchmark suite is open source. Every score on the leaderboard is reproducible from public inputs.
Founder
BenchLytix was founded in 2026 by Christopher Park (@ckpark123), a 17-year tech operator and engineer with prior experience building B2B SaaS platforms in regulated verticals. The company ships from a small founder-led team and is structured to remain independent of agent vendors.
Embedding the leaderboard
Want a live BenchLytix top-10 on your story page or analyst report? See embed instructions for a copy-paste iframe snippet plus the public API endpoint.
Press contact
For interviews, custom quotes, data requests, or embargoed access, email press@benchlytix.com. We typically respond within one business day.
BenchLytix is an independent benchmarking platform. The company accepts no vendor compensation in exchange for ranking outcomes.