Samaya AI Publishes FrontierFinance Results for Investment AI Agents

Samaya AI announced in a press release that it has published evaluation results for FrontierFinance, a public benchmark for AI agents used in investment workflows. The benchmark covers tasks across idea screening, research, financial modeling, portfolio tracking, and catalyst monitoring.

FrontierFinance includes 220 queries and 11,543 expert crafted rubrics. It tests workflows including screening and discovery, company research, sector analysis, earnings and events, and coverage monitoring.

Samaya evaluated frontier models including Anthropic Claude Fable 5 and Claude Opus 4.8, OpenAI GPT-5.6 Sol, and Google Gemini 3.1 Pro. It also tested open source models including GLM 5.2 and DeepSeek V4 Pro, along with its own AI system.

Samaya's system scored 50.8% accuracy in low effort mode at four times lower inference cost than Claude Fable 5. In high effort mode, it scored 56% accuracy at two times lower cost than Claude Fable 5. Claude Fable 5 was the highest scoring frontier model at 49.2%, followed by GPT-5.6 Sol at 46.8% and Claude Opus 4.8 at 45%.