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Estimate your usage

Credits are consumed based on model prices and usage patterns (agent messages, row-by-row bulk processing, and web search). Use the calculators below to estimate how many credits you need.

Agent messages​

users

Estimated usage

$34.00

for 100 messages/month

Your $79 pack lasts ~2.3 months

TaskMessagesApprox. cost
Write or fix a formula
1$0.34
Format and clean a dataset
1-2$0.34-$0.68
Create a chart or pivot table
1-2$0.34-$0.68
Analyze data and summarize findings
2-4$0.68-$1.36
Multi-step workflow (e.g., analyze, chart, and export)
3-6$1.02-$2.04

Write or fix a formula

Messages
1
Approx. cost
$0.34

Format and clean a dataset

Messages
1-2
Approx. cost
$0.34-$0.68

Create a chart or pivot table

Messages
1-2
Approx. cost
$0.34-$0.68

Analyze data and summarize findings

Messages
2-4
Approx. cost
$0.68-$1.36

Multi-step workflow (e.g., analyze, chart, and export)

Messages
3-6
Approx. cost
$1.02-$2.04

These are typical ranges. Actual cost depends on the complexity of your request and the size of your data.

Real usage data

The average user spends ~$5/month on agent messages. Top users spend over $40/month.

Row-by-row bulk processing​

Standard model (e.g. gpt-4.1-mini): $1.50/1K cells

Premium model (e.g. gpt-4.1): $15.00/1K cells

Estimated usage

$15.00

for 1,000 cells (1,000 rows x 1 column)

Fits in a $29 pack

Get more detailed estimate
Use caseRowsColsPer rowTotal
Categorize productsClassify each product into one of these 100 categories: ...
1,0001$0.02$15.00
Translate titles & descriptionsTranslate the product title and description to French
1,0002$0.03$30.00
Generate SEO metadataWrite a meta title and meta description for this product page
1,0002$0.03$30.00
Lead scoring by ideal customer fitScore this lead 1-10 based on our ideal customer profile: B2B SaaS, 50-500 employees
1,0001$0.02$15.00
Classify job titlesMap this job title to one of these 20 standard roles: ...
1,0001$0.02$15.00
CRM deduplicationAre these two contacts the same person? Return yes/no and confidence
1,0001$0.02$15.00
Clean & reformat dataStandardize these addresses to the format: Street, City, State ZIP
1,0001$0.02$15.00
Enrich from web search (requires web search)Find the founding year and headquarters of this company
1,0001--

Categorize products

Classify each product into one of these 100 categories: ...

Rows
1,000
Cols
1
Per row
$0.02
Total
$15.00

Translate titles & descriptions

Translate the product title and description to French

Rows
1,000
Cols
2
Per row
$0.03
Total
$30.00

Generate SEO metadata

Write a meta title and meta description for this product page

Rows
1,000
Cols
2
Per row
$0.03
Total
$30.00

Lead scoring by ideal customer fit

Score this lead 1-10 based on our ideal customer profile: B2B SaaS, 50-500 employees

Rows
1,000
Cols
1
Per row
$0.02
Total
$15.00

Classify job titles

Map this job title to one of these 20 standard roles: ...

Rows
1,000
Cols
1
Per row
$0.02
Total
$15.00

CRM deduplication

Are these two contacts the same person? Return yes/no and confidence

Rows
1,000
Cols
1
Per row
$0.02
Total
$15.00

Clean & reformat data

Standardize these addresses to the format: Street, City, State ZIP

Rows
1,000
Cols
1
Per row
$0.02
Total
$15.00

Enrich from web search (requires web search)

Find the founding year and headquarters of this company

Rows
1,000
Cols
1
Per row
-
Total
-

These are average costs. Actual cost depends on the complexity of your request, the size of your data, and your model choice.

Real usage data

The average user spends ~$17/month on bulk processing. Top users processing hundreds of thousands of rows spend up to $1,000/month.

Real-world examples​

General

$7per month

Solo user, regular use

Uses agent several times per week for formulas, cleanup, and analysis.

Your $29 pack lasts ~4.0 months

vs. ~8 hours/month of manual spreadsheet work

Agent: $7 - Bulk: $0

SEO/E-commerce

$315per month

SEO/e-commerce team

Team of 5, daily agent use, weekly bulk translation/categorization (~2,000 rows, 2 cols) with premium model.

Your $599 pack lasts ~1.9 months

vs. ~1 full-time teammate doing this manually

Agent: $75 - Bulk: $240

Per-user monthly: $63

Data / Engineering

$180per month

Data team, heavy bulk

Team of 3, moderate agent use, large bulk jobs (75K cells/month) with standard models.

Your $299 pack lasts ~1.7 months

vs. ~2 FTEs, or $5K-$15K in freelancer costs

Agent: $67 - Bulk: $113

Per-user monthly: $60

Bulk (if premium): $1,125

Finance

$30per month

Finance analyst

Solo analyst, daily agent for formulas and analysis, monthly bulk categorization (5K cells) with standard model.

Your $79 pack lasts ~2.6 months

vs. ~8 hours/month of manual categorization and formula building

Agent: $22 - Bulk: $8

Accounting

$28per month

Accounting team

Team of 3, weekly agent use for reconciliation help, monthly bulk cleaning of 10K cells with standard model.

Your $29 pack lasts ~1.0 months

vs. ~1 junior accountant doing data cleanup

Agent: $13 - Bulk: $15

Per-user monthly: $9

HR

$8per month

HR / People Ops

Team of 2, weekly agent use for reports, quarterly bulk processing of survey responses (1K cells) with standard model.

Your $29 pack lasts ~3.9 months

vs. ~4 hours/month of manual survey processing and report writing

Agent: $6 - Bulk: $2

Per-user monthly: $4

What's next​

All estimates on this page are approximate. Actual costs vary by task, model, prompt complexity, and input/output size. Test on a small sample before scaling up.

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