

The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Chain-of-thought reasoning solves multi-step financial models in spreadsheet via API. Open-source architecture lets compliance teams audit exactly how each answer was reached.
Run on local infrastructure for high-volume APIs. At $0.14/million tokens versus $15 for LLM, startups process millions of queries monthly without vendor lock-in.
Multimodal feature parses documents containing tables and images within internal wiki. Liability clauses and compliance gaps extract with visual context - no separate image-to-text.
You get basic access. Good enough for solo use and evaluation.
Custom pricing for SSO, SLA, dedicated support. Always negotiate - ask for pilot pricing if testing with <50 seats, and push for annual discount commitments. Compare enterprise quotes against OpenAI API's equivalent tier.
14 differences found across 33 standardized features
Evaluative strengths and weaknesses — not feature lists