Affiliate Disclosure

GotBurnout was founded to deliver rigorous, unbiased, and technically accurate analysis of artificial intelligence models, cloud infrastructure, and developer tooling.

In accordance with international consumer transparency guidelines and FTC regulatory standards, we openly disclose that certain outbound links on this website are affiliate referral links.

Outbound links pointing to verified platforms (such as cloud hosting providers like Hetzner, model aggregators, or automation software) are routed through our internal path /go/[partner].

If you decide to register or purchase services via these links, GotBurnout may earn a modest referral commission or cloud compute credits to offset infrastructure hosting expenses.

In fact, our developer agreements frequently secure exclusive welcome perks for community members (such as free server trial balances, bonus API credits, or discount codes).

Commercial partnerships and affiliate relationships never influence:

• The placement or tier hierarchy of models in our daily tier-lists.
• Composite scoring calculations across benchmarks.
• Architectural advice and conclusions presented in our guides.

All rankings are computed algorithmically from measurable quantitative benchmarks (MMLU, Chatbot Arena Elo, HumanEval, token economics, and inference latency). Ranking positions are strictly not for sale.