FinChat (Fiscal.ai) vs Pinecone

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

	FinChat (Fiscal.ai) RAG	Pinecone RAG
Tagline	AI copilot for equity research that reads filings, transcripts, and KPI tables across 100,000+ public companies.	Managed vector database for production-scale similarity search.
Category	RAG	RAG
Pricing	Freemium· Free; Pro $39/mo (annual) or $49/mo; Max and Enterprise API tiers above	Freemium· Free starter; serverless pay-as-you-go from $0.33/1M reads
Model	Multi-model (proprietary finance-tuned copilot)	Hosted vector DB (not an LLM)
Editorial score	—	8.8 / 10
Use cases	equity-researchearnings-call-analysisstock-screeningfilings-summarizationkpi-tracking	managed vector DBproduction RAG
Pros	Hand-curated segment and KPI data on ~2,000 companies you can't easily get elsewhere AI copilot grounded in S&P Market Intelligence with citations to source filings Natural-language stock screener and earnings-transcript Q&A Free tier is genuinely usable; official ChatGPT/Codex app since mid-2026 Enterprise API and white-label copilot for embedding in your own workflow	Zero ops Low query latency Mature SDKs Serverless pricing is now sensible
Cons	Coverage is public equities only - no fixed income, options, or private markets Pro tier needed to unlock most of the AI copilot's depth Closed source and you're locked to their data pipeline Rebrand to Fiscal.ai still in progress - branding/URLs are inconsistent	Costs scale with vector count Less flexible than self-hosted
Website	finchat.io	www.pinecone.io

Pick FinChat (Fiscal.ai) if

✅ Hand-curated segment and KPI data on ~2,000 companies you can't easily get elsewhere
✅ AI copilot grounded in S&P Market Intelligence with citations to source filings
✅ Natural-language stock screener and earnings-transcript Q&A
✅ Free tier is genuinely usable; official ChatGPT/Codex app since mid-2026

Pick Pinecone if