>_ Kaleidoscope vs VouchAPI
Kaleidoscope and VouchAPI, side-by-side. Compare the facts below, then pick the one that fits your workflow.
about Kaleidoscope
sec filings search and ai-powered analysis platform covering 17.9M+ filings, news, institutional 13F holdings, and activist 13D/13G campaigns. exposes 32 research tools via mcp server for conversational queries, semantic search, intelligent extraction, and smart summarization of filings and contracts. includes insider wealth profiling, m&a tracking, nonprofit 990 intelligence, and provenance—a signal engine that links every data point to its source sentence in the edgar filing.
about VouchAPI
vouchapi verifies ai-generated equity research against sec xbrl source data, providing cryptographic proof and audit trails for each financial claim. it routes calculations (dcf, wacc, fcf, ratios) through deterministic primitives instead of llm estimation, then certifies outputs with verification hashes for finra/sec 17a-4 compliance.
See full data, pricing and alternatives on the Kaleidoscope profile page, or the VouchAPI profile page.