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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 your monthly spend, then validate on a small sample before scaling up.

Agent messages​

users

Estimated credits needed

$12.00

Your $29 pack lasts ~2.4 months

100 messages/month$0.12 per message on average
TaskMessagesApprox. cost
Write or fix a formula
1-2$0.12-$0.24
Format and clean a dataset
2-4$0.24-$0.48
Create a chart or pivot table
1-3$0.12-$0.36
Analyze data and summarize findings
3-8$0.36-$0.96
Multi-step workflow (e.g., analyze, chart, and export)
5-12$0.60-$1.44

Write or fix a formula

Messages
1-2
Approx. cost
$0.12-$0.24

Format and clean a dataset

Messages
2-4
Approx. cost
$0.24-$0.48

Create a chart or pivot table

Messages
1-3
Approx. cost
$0.12-$0.36

Analyze data and summarize findings

Messages
3-8
Approx. cost
$0.36-$0.96

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

Messages
5-12
Approx. cost
$0.60-$1.44

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​

Model tier

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

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

Estimated credits needed

$15.00

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

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

$5.16per month

Solo user, regular use

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

The $29 pack lasts ~5 months. You will not need to think about credits.

vs. ~8 hours/month of manual spreadsheet work

Agent: $5.16 - Bulk: $0.00

SEO/E-commerce

$292.80per month

SEO/e-commerce team

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

A $299 pack covers about a month. Compare that to $3,000+/month in labor.

vs. ~1 full-time teammate doing this manually

Agent: $52.80 - Bulk: $240.00

Per-user monthly: $58.56

Data / Engineering

$160.02per month

Data team, heavy bulk

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

Agent usage is the baseline cost here, but your model choice can shift bulk costs by ~$1,012/month at this volume.

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

Agent: $47.52 - Bulk: $112.50

Per-user monthly: $53.34

Bulk (if premium): $1125.00

Finance

$20.70per month

Finance analyst

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

The $29 pack covers 1-2 months comfortably.

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

Agent: $13.20 - Bulk: $7.50

Accounting

$22.74per month

Accounting team

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

The $29 pack covers a full month with room to spare.

vs. ~1 junior accountant doing data cleanup

Agent: $7.74 - Bulk: $15.00

Per-user monthly: $7.58

HR

$5.63per month

HR / People Ops

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

The $29 pack lasts months. Saves hours of manual survey processing.

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

Agent: $4.13 - Bulk: $1.50

Per-user monthly: $2.82

Get started​

Start with the $29 pack — it's enough to test with real data and see results.

Buy credits

Credits are consumed according to model prices. Model prices are based on:

  • Token usage: How much input (text or image) is sent to the model and how much output is generated.
  • Web search usage: How many searches are made.

Learn more about how credits are consumed ->

Credits are pooled across your team. Valid for 12 months from your last purchase. You can set monthly spending limits.

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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