The closest alternative to Sonar Pro is GPT-4.1 Nano — comparable intelligence (9.6 vs 9.3); for a cheaper option, Claude Opus 4.8 (batch) runs $2.50/M vs $3.00/M; and the best open-weight substitute is Kimi K3.
GPT-4.1 Nano is the closest alternative to Sonar Pro, with an Intelligence Index of 9.6 (Sonar Pro scores 9.3) at $0.100 per million input tokens.
Yes — Claude Opus 4.8 (batch) costs $2.50 per million input tokens versus $3.00 for Sonar Pro, while staying within ~8 points of its Intelligence Index.
Kimi K3 is the strongest open-weight alternative to Sonar Pro — downloadable from Hugging Face and self-hostable, scoring 57.1 on intelligence.