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Head to head · 2026

AskCSV vs Raw Query

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

AskCSV

Ask a CSV file a business question in plain English - a ~1.8GB AI model runs…

3.4Free

Visit AskCSV (opens AskCSV in a new tab)

Raw Query

Ask your database a question in plain English instead of writing SQL - GPT-3-powered, connects to…

3.2Free

Visit Raw Query (opens Raw Query in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: AskCSV does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    AskCSV

    3.4 against 3.2

  • Same job?

    Yes

    Both are Data and Analytics tools

Side by side

Compared onAskCSVRaw Query
Our rating3.4Better3.2
Starts atFreeFree
Free planYesYes
CategoryData and AnalyticsData and Analytics
PlansFreeFree
Key features
  • Natural language to SQL conversion via on-device AI
  • Fully local processing - data never reaches a server
  • DuckDB-powered query execution
  • Automatic chart generation for trends and comparisons
  • No account required for the free tier
  • Natural language database querying via GPT-3
  • Multi-database support - Postgres, MySQL, MariaDB
  • Data insertion and updates, not just read-only queries
  • Hashed connection strings, no data stored on servers
  • Mobile-friendly interface
Pros
  • Genuinely privacy-first - a rare, verifiable claim backed by real architecture detail
  • No account required to start using the free tier
  • Very affordable Pro tier ($5/month) for unlimited use
  • Named, real underlying model (GPT-3)
  • Genuine free tier (300 queries/month) to evaluate before paying
  • Real security architecture detail, not just a vague privacy claim
Cons
  • Initial ~1.8GB model download before first use
  • Free tier capped at 10 analyses per month
  • Local processing means performance depends on the user's own device
  • Insert/update operations currently limited to Postgres only
  • Query limits on lower tiers can be restrictive for active use
  • Natural-language-generated queries still warrant review before running against production data
CompanyAskCSVRaw Query

Prices come from each vendor's pricing page, last checked 20260826. Check the vendor before you buy.

FAQ

Questions people ask

Is AskCSV better than Raw Query?

In our reviews AskCSV scores 3.4 and Raw Query scores 3.2. The better pick depends on the job. AskCSV: Ask a CSV file a business question in plain English - a ~1.8GB AI model runs entirely in your browser, so your data never touches a server, free for 10 analyses a month. Raw Query: Ask your database a question in plain English instead of writing SQL - GPT-3-powered, connects to Postgres, MySQL, and MariaDB, with connection strings hashed and no data stored.

Which is cheaper, AskCSV or Raw Query?

AskCSV: free. Raw Query: free.

Do AskCSV and Raw Query have free plans?

Yes, both have a free plan.

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