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Totsum.app VS DeckCipher

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

Totsum.app

A desktop app for a first look at your data files. You ask in plain language, and the AI runs on your own machine. One-time license.

Rating
0 reviews
Pricing
Paid Free trial €249 / One-off (Personal)
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Alternatives Is it good?
DeckCipher

Free MTG Commander deck builder, mana analysis, combo finder and opening hand tests.

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Rating
0 reviews
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Alternatives Is it good?
Bluebox.ai
Bluebox gives coding agents the production context they are missing. It briefs your agent with live runtime behavior before a change, investigates incidents, explains likely root cause, and returns a GitHub issue you review. Free to start. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Data Analysis popularity
100% vs 0%
alternatives listed
3 vs 1

Base details

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

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

About Totsum.app and DeckCipher

In their own words, as submitted to SaaSHub.

Totsum.app
DeckCipher

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...

Read more about Totsum.app

No description of DeckCipher yet.

Features and specs

What each product offers, as listed by its team.

Totsum.app 5 features
DeckCipher 0 features
  • 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.

No features have been listed yet.

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
Totsum.app
DeckCipher
100% 100%
Data Analysis
0% 0%
0% 0%
Card Games
100% 100%
100% 100%
AI
0% 0%
0% 0%
Gaming Software
100% 100%

Questions & Answers

As answered by people managing Totsum.app and DeckCipher.

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

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Alternatives to Totsum.app and DeckCipher

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

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