The defining gap: output fidelity
Ask any of the big three to "build a DCF for Apple" and you get a markdown table where the numbers are typed by the model — not formulas. Change a driver and nothing recalculates, because there's nothing to recalculate. The output is a description of a model, not a model.
Smalt AI returns a real .xlsx: cells hold =NPV(WACC, FCF_range), =XIRR, =INDEX/MATCH, across 14 linked sheets. Change a driver and the whole thing recalculates because it's an actual model. The same gap holds for PowerPoint — they outline in markdown; Smalt ships a native, editable, watermark-free .pptx.
Where each general assistant wins
ChatGPT — the best all-rounder. Strongest ecosystem, custom GPTs, code. Hard to beat at $20/mo for individual productivity.
Claude — excellent reasoning and writing, huge context, strong for long-document work in direct chat. (We have a dedicated Claude comparison on when to use the chat vs a workflow built on top.)
Gemini — deepest Google Workspace integration, search-grounded answers, and the largest context windows. If your work lives in Docs and Sheets, it's the most native fit.
Where Smalt AI is the right tool
For real finance deliverables — anything that gets opened in Excel or PowerPoint and put in front of an investment committee, a board, or a regulator. The artifact has to work, not just describe itself.
For sourced research — when every claim must trace back to a filing, transcript, or reputable source, with paragraph-level citations.
For compliance and data residency — Enterprise self-hosting, PDPA alignment, and Southeast Asia data residency. The general assistants keep everything in their own cloud; Smalt can run on yours.
Honest caveats
- Smalt AI is narrower by design. For one assistant that does everything, the big three cover more ground.
- Smalt AI is newer, with a smaller ecosystem than ChatGPT or Gemini.
- All of these can hallucinate. Smalt mitigates with sourced citations and checks (the balance sheet must balance, WACC must be in range) — but no AI is perfectly reliable on novel reasoning.
- Smalt doesn't replace your daily chat assistant. Most finance teams use one of the big three for general work and Smalt when the output has to be a deliverable.
The summary
ChatGPT, Claude, and Gemini are the best general-purpose assistants available. Smalt AI's job starts where the chat window ends: turning a one-line brief into a working model, a real deck, or sourced research. They're complements, not rivals.
500 free credits, no credit card. Try Smalt AI on a real workflow and see the difference yourself.