Affiliate disclosure
Some links on BenchLM are affiliate links. If you sign up for a product or service through one of them, we may earn a commission at no extra cost to you. This is how we fund the benchmark tracking, verification work, and infrastructure behind the site.
The rule that matters
Affiliate partnerships never influence scores, rankings, or model coverage. There are no paid positions in any table, leaderboard, or recommendation — ever. Rankings are computed from benchmark data using the public methodology, and that pipeline has no input from partners.
How affiliate links appear
Every affiliate placement is labeled — look for the “Partner link” tag on callout boxes and the disclosure line under “Tools we track” resource lists. Placements are matched to page intent (for example, GPU rental on self-hosting pages), kept outside ranking tables, and removed if they hurt the reading experience.
Current partners
We currently participate in affiliate programs for GPU cloud and content tooling, including RunPod, Jasper, Writesonic, and outrank.so. This list changes; this page is the source of truth.
Questions
If a placement ever looks like it conflicts with ranking neutrality, we want to know — reach out on X.