DeckCipher VS Totsum.app

Compare DeckCipher VS Totsum.app and see what are their differences

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Rating: 0 reviews
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Rating: 0 reviews
Pricing: Paid Free trial €249 / One-off (Personal)
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Outline Analyzer

AI story outline analysis for authors, screenwriters, playwrights, and editors. Analyze your book, screenplay, or story outline for pacing, structure, character arcs, tension, plot logic, and weak spots before you draft. sponsored

Which is more popular?

Card Games popularity: 100% vs 0%
alternatives listed: 1 vs 3

Base details

Website, pricing, platforms and company facts side by side.

	DeckCipher	Totsum.app
Website	deckcipher.com	totsum.app
Pricing	Official pricing	Paid Free trial €249 / One-off (Personal) Official pricing
Platforms	—	Windows MacOS
Listed in	Card Games Gaming Tools Gaming Software Games Web App Gaming MTG +4	Data Analysis AI Tools AI

About DeckCipher and Totsum.app

In their own words, as submitted to SaaSHub.

DeckCipher

Totsum.app

No description of DeckCipher yet.

Totsum Data Explorer is a desktop app for a first look at your CSV, Excel, JSON and Parquet files: you ask questions in plain language, an AI that runs locally on your machine answers with previews, and a follow-up report hands your shortlist to an expert for validation. Can work on a computer...

Features and specs

What each product offers, as listed by its team.

DeckCipher 0 features

Totsum.app 5 features

No features have been listed yet.

Questions in plain language
You ask about your own CSV, Excel, JSON or Parquet file and get a preview: a table or a chart, the rows behind it, and the query written out step by step.
AI that runs on your machine
The model is downloaded once during installation, about 7 GB, and runs locally. Can work on a computer with no network connection.
Runs without an account
No account, no sync, no telemetry, no update check.
Shortlist and report
You shortlist what deserves a closer look, and a follow-up report hands that shortlist to an expert for validation.
Hardware
Totsum requires a GPU with roughly 12 GB of VRAM, or a Mac with an M4 Pro chip or better (an M3 Max or M3 Ultra also qualifies) and at least 18 GB of unified memory. The free trial runs the real model on your own hardware.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100

DeckCipher

Totsum.app

100% 100%

Card Games

0% 0%

Data Analysis

100% 100%

Gaming Software

0% 0%

100% 100%

Questions & Answers

As answered by people managing DeckCipher and Totsum.app.

What makes your product unique?

Totsum.app's answer:

The AI runs on your own machine, and the answers leave as a report built to be checked by a person: the rows behind every chart, the query written out step by step, and a shortlist an expert can validate.

How would you describe the primary audience of your product?

Totsum.app's answer:

People who work on data files they cannot upload: consultants and independent professionals under confidentiality agreements, and anyone who wants a first look at a file before handing it to an analyst.

Which are the primary technologies used for building your product?

Totsum.app's answer:

DuckDB for the data and llama.cpp for the model, both running inside the app on your own machine.

User comments

Share your experience with using DeckCipher and Totsum.app. For example, how are they different and which one is better?

Alternatives to DeckCipher and Totsum.app

When comparing DeckCipher and Totsum.app, you can also consider the following products.

MTG Studio
MTG Studio is Magic: the Gathering deck and collection builder for Windows

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MLJAR
MLJAR is a predictive analytics platform that facilitates machine learning algorithms search and tuning.

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