Claude vs Smalt AI
for finance work.

The short answer

Use Claude directly (claude.ai or via API) when you want raw model access — for general reasoning, writing, coding, ad-hoc analysis, or building your own workflows. Use Smalt AI when you want a finance application that produces real deliverables — Excel models, PowerPoint decks, sourced research — with the construction details handled.

Smalt AI sits on top of best-in-class models: it leverages the strengths of many — open-source and frontier alike — and we continuously review and update the platform to run each task on whichever model is best optimised for it. You never pick a model. The choice between Claude and Smalt AI is the choice between a foundation model and a finished application built on top of one.

Capability comparison

Capability	Claude (claude.ai / API)	Smalt AI
What it is	A foundation model (Sonnet, Opus, Haiku)	A finance application built on top of best-in-class models
Model selection	You pick the Claude variant	Handled for you — many models, routed by task, continuously updated
Long-document context	1M tokens (selected models)	Yes — full 10-Ks and multi-quarter transcripts in one pass
General Q&A, writing, code	Excellent	Sufficient — but not the focus
DCF / LBO / 3-statement Excel models	Returns markdown tables. Cells contain values.	Returns a working .xlsx with =NPV, =SUM, =XIRR formulas across 14 linked sheets
PowerPoint generation	Outline / markdown only	Native editable .pptx with consulting-grade typography, charts, right-rail commentary
Web research with citations	Possible via tool use; depends on the wrapper	Native — paragraph-level citations to filings, news, expert calls
Built-in finance toolkit	None	Filings parser, market data, comps lookup, deal database, financial-skills library (DCF, LBO, three-statement, sensitivity)
Excel file round-trip	Not native to claude.ai	Upload an existing model, ask for changes, get the file back with formulas intact
Composio / OAuth tools	Not native	~850 OAuth-gated integrations (Gmail, Sheets, Slack, HubSpot, Notion, etc.)
Pricing	$20/mo Pro for claude.ai; API metered by token	Free tier (500 credits, no card), Basic ~$18/mo, Pro ~$45/mo, Enterprise self-host
Self-hosting	API + your infra (you build the wrapper)	Enterprise self-hosting available with the application stack included

What Smalt AI adds on top of a foundation model

A foundation model like Claude is remarkable — strong reasoning, excellent for long-context document analysis, the right tool for many finance tasks. But a model alone gives you reasoning, not deliverables. The work of turning that reasoning into a real Excel model, a real PowerPoint deck, or sourced research with citations sits in the layer above the model. That layer is Smalt AI.

Concretely, on top of the model we add:

• The financial-skills library — institutional-grade workflows for DCF, LBO, three-statement, comps, returns analysis, due diligence, sensitivity, and IC memos. Each one encodes how a real analyst would build that artefact (mid-year discounting, balance-sheet checks, beginning-balance interest, 75-formula sensitivity tables, the works).
• Excel construction tooling — the ability to write a real .xlsx with formulas, cross-sheet references, and conditional formatting. Round-trip an existing workbook back as an actual workbook.
• PowerPoint generation — the deck generator that produces consulting-grade .pptx with insight titles, right-rail analyst commentary, hero typography, stat-progression layouts, section navigation. Editable native PPT, not a markdown outline.
• Sourced research pipeline — filings parser, news search with citations, expert call transcript ingestion, and the synthesis logic that produces an answer with paragraph-level source attribution.
• Quality checks — balance-sheet must balance, WACC must be 6–14%, terminal value 50–70% of EV, sensitivity centre cell must equal base — built into the construction process so models leave the system in a defensible state.
• Composio integration — OAuth-gated access to ~850 third-party tools (Gmail, Sheets, Slack, HubSpot, Notion, etc.) for end-to-end workflows.
• Model strategy & cost discipline — credit-metered, with lightweight models routed in for cheap classification and context management for long sessions. We leverage the strengths of many models and keep the platform updated to the best fit — production-grade engineering you don't have to build or maintain.

When Claude direct is the right choice

Use Claude directly via claude.ai or API when:

• You're building your own workflow and want raw model access without an opinionated wrapper.
• Your work is outside the finance domain — software engineering, scientific writing, creative work, etc.
• You want to experiment with prompts and tools for your own use case.
• Your team has the engineering capacity to build the surrounding tooling (Excel construction, PPT generation, citations pipeline, etc.) — and finds that worthwhile.

When Smalt AI is the right choice

Use Smalt AI when:

• You need real deliverables — Excel files with formulas, PowerPoint decks, sourced research — not just reasoning.
• You're a finance professional (analyst, investor, banker, corp dev) and your workflows centre on models, decks, and research.
• You want the institutional-grade methodology baked in — mid-year discounting, scenario INDEX framework, sensitivity construction, balance-sheet checks — without having to encode it yourself.
• You don't want to maintain the engineering around a foundation model — you want a finished application.

Honest caveats

• Smalt AI is an application layer, not a competing foundation model. We sit on top of best-in-class models; when they improve, our output improves with them.
• For pure general-purpose work, Claude direct is the cleaner choice — Smalt AI's product surface is optimised for finance, so the chrome around the chat reflects that.
• Smalt AI's application layer is younger than the models it runs on. The reasoning is mature; the finance tooling is iterating quickly.

The summary

Claude is a foundation model — raw reasoning you can use directly. Smalt AI is the finance application that turns model reasoning into deliverables — real Excel models, native PowerPoint, sourced research — running on whichever models are best for each task. They're complements, not alternatives. If you're a finance professional and the deliverable matters, Smalt AI is the productivity gain. If you want raw model access for your own purposes, Claude is the right call.

500 free credits, no credit card. Try Smalt AI on a real workflow.