# How much does a forecasting model cost?

_The AI Build Index, published by VIZIO AI. Updated 2026-11-04. USD._

A forecasting model typically costs about $2,000. Half of the 109 priced job posts we tracked fall between $300 and $7,200, and one in ten reaches $19,100 or more.

## Key facts

- Typical cost: $2,000, with the middle half of posts between $300 and $7,200.
- That is 20% below the $2,500 median across all AI builds we track.
- Work expected to take under a month has a median of $380, against $36,000 for over six months.
- Fixed-price median $300; hourly estimate median $7,200.
- Hourly rates mostly run from $28 to $50 an hour.
- Most requested skills: Machine Learning, Python and Data Science.

## What it includes

A forecasting model uses historical data to predict demand, churn, prices or risk, usually with classical machine learning rather than a language model.

- Data cleaning and feature work
- Model selection and backtesting
- A scheduled prediction pipeline
- Dashboards or API output
- Monitoring for drift

## What drives the cost

Work expected to take under a month has a median of $380, against $36,000 for over six months. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $300, while hourly posts work out at $7,200 on our estimate: 24 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.

| Expected length | Median cost | Priced posts |
| --- | --- | --- |
| Under 1 month | $380 | 24 |
| 1 to 3 months | $2,800 | 65 |
| 3 to 6 months | $11,900 | 13 |
| Over 6 months | $36,000 | 7 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | $100 | 6 |
| Intermediate | $1,000 | 49 |
| Expert | $3,700 | 54 |

- How much clean history exists
- Number of products or segments forecast
- How predictions feed into decisions

## Skills and rates

The skills named most often in these posts are Machine Learning (67%), Python (65%), Data Science (41%) and Artificial Intelligence (33%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.

Hourly posts for this work typically offer $28 to $50 an hour, the middle half of posted rates. The median top of the range is $58 an hour across 52 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

51% of posts ask for expert-level talent. Buyers are most often based in the United States and India, with 36% in the United States. Among posts that state a company size, 91% come from companies of up to 10 people. A typical post draws about 9 applicants.

## What to check before you commit

- Compare against a simple baseline such as last year's numbers
- Backtest on periods the model has not seen
- Decide who acts on a forecast and how

## Frequently asked questions

### How much does a forecasting model cost?

A forecasting model typically costs about $2,000. Half of the 109 priced job posts we tracked fall between $300 and $7,200, and one in ten reaches $19,100 or more. That is 20% below the $2,500 median across all AI builds we track.

### How long does a forecasting model take?

27% of posts expect the work done in under a month, 56% in one to three months and 17% over a longer stretch. Work expected to take under a month has a median of $380, against $36,000 for over six months.

### Why do estimates vary so much?

Fixed-price posts state a median of $300, while hourly posts work out at $7,200 on our estimate: 24 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how much clean history exists and number of products or segments forecast move the price the most.

### What hourly rate should I expect?

Most hourly posts offer $28 to $50 an hour, with a median top rate of $58. Agencies and in-house specialists usually charge more than the open freelance market.

### What skills does this work need?

Posts most often ask for Machine Learning, Python, Data Science and Artificial Intelligence.

### Do I need an expert?

Posts asking for expert-level talent have a median of $3,700, 3.7 times the $1,000 for intermediate talent. 51% of posts ask for experts.

### Where do these numbers come from?

From 109 public job posts published between December 2025 and November 2026: 57 fixed budgets as stated and 52 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.

## Source

The AI Build Index. "Forecasting and prediction model: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/forecasting-prediction

Method: https://aibuildindex.com/methodology