Prompt
Analyze a CSV with code: the prompt, and its price
A prompt that loads a CSV you attach, runs code on it and reports the numbers. Copy it or open it in llmwise, and see which models can run it and what one run counts as on each.
Models and prices checked . Updated .
Short answer
Claude Haiku 5.5 is the least expensive model that can run it: one run counts as 1 everyday message, plus 1 Claude Haiku 4.5 message from the month. 21 of the 21 models can run it; each one's price is below.
The prompt
Load the attached CSV with code and answer [your question]. Show the numbers you computed and the code you ran, and list any rows you had to skip and why.
Replace the parts in [brackets] with your own. It's in the prompt library with the others.
What it needs from a model
A code run in an isolated sandbox, after you approve it (Pro and higher plans): 1 Claude Haiku 4.5 message a run, on top of the message.
Which models, and what one run counts as
Start with the least expensive model that can run it, and move up only when the answer isn't good enough: the next model sees the whole chat.
| Models | One run on a plan | Runs on Plus | Runs on Pro |
|---|---|---|---|
| Claude Haiku 5.5, GPT-6 Luna, GLM 5.3 Flash, and DeepSeek V4.1 FlashEveryday model: from the daily count | 1 everyday message, plus 1 Claude Haiku 4.5 message from the month | Needs Pro or a higher plan | 250 a month |
| Mistral Large 4, DeepSeek V4 Pro, Gemini 3.8 Flash, Claude Haiku 4.5, GPT-6.1 Terra, GLM 5.3, and Grok 4.7 | 1 message of the model, plus 1 Claude Haiku 4.5 message | Needs Pro or a higher plan | 125 a month |
| Claude Sonnet 5.5, Claude Sonnet 5, GPT-6.1 Sol, GPT-6 Sol, Gemini 3.1 Pro (preview), and Kimi K3 | 1 message of the model, plus 1 Claude Haiku 4.5 message | Needs Pro or a higher plan | 83 a month |
| Claude Opus 5.5 and Gemini 4 Argon | 1 message of the model, plus 1 Claude Haiku 4.5 message | Needs Pro or a higher plan | 50 a month |
| Claude Fable 5.1 and GPT-6 Astra | 1 message of the model, plus 1 Claude Haiku 4.5 message | Needs Pro or a higher plan | 27 a month |
Every limit is published. Paid plans also have a monthly fair-use limit on AI cost: Plus $3.75, Pro $7.50, Max $20, Ultra $42, Studio $85. Using every message on your plan at typical sizes stays under it; very large messages and heavy research use it faster. Every limit, explained.
Everyday models: for formula help, quick lookups and explaining a chart.
Models with 125 to 250 messages a month on Pro: for cleaning data, pivots, standard statistics and writing the analysis code.
Models with 31 to 62 messages a month on Pro: for messy data, ambiguous questions and analysis you'll present or decide on.
What to check in the reply
Before you use the reply, read it against the source you gave it; these are the places this prompt's answers go wrong.
Open the code it ran and read which columns it used, how it treated blank cells, and whether it dropped any rows before counting.
Compare one number you already know, such as a column's total or a row count, against your spreadsheet before trusting the rest.
Ask it to say what it assumed about dates, currencies and units: a CSV rarely labels them, and a wrong guess shifts every figure.
How code runs change the price
Each run is Python or Node.js in an isolated sandbox; it stops after 60 seconds and waits for your approval first. A model that fixes its code and runs it again makes a second run. Runs on Pro by code runs, on Claude Haiku 5.5 (everyday), Claude Haiku 4.5, Claude Sonnet 5.5, Claude Opus 5.5, and Claude Fable 5.1.
| Code runs | Runs on Claude Haiku 5.5 | Runs on Claude Haiku 4.5 | Runs on Claude Sonnet 5.5 | Runs on Claude Opus 5.5 | Runs on Claude Fable 5.1 |
|---|---|---|---|---|---|
| 1 | 250 a month | 125 a month | 83 a month | 50 a month | 27 a month |
| 2 | 125 a month | 83 a month | 62 a month | 41 a month | 25 a month |
| 3 | 83 a month | 62 a month | 50 a month | 35 a month | 22 a month |
Questions
Can I run this prompt for free?
No: there's no free plan or trial. It uses a tool that's on Pro and higher plans. Paid monthly from the day you start. Cancel in two clicks in Settings → Billing. On Pro ($20 a month) the least a run counts as is 1 everyday message, plus 1 Claude Haiku 4.5 message from the month, on Claude Haiku 5.5.
Which models can run it?
21 of the 21 models in llmwise can. Start on the least expensive and move up if the answer isn't good enough; the next model sees the whole chat.
Claude, GPT, Gemini, DeepSeek, Grok, Kimi, GLM, and Mistral, in one chat.
See what a message costs before you send it. Every plan is month to month: cancel in two clicks. Sign in with an email link, no password.