The 1400 Elo Underpromotion: How Often Do Intermediate Players Choose a Knight or Rook?

· Chess Research

By Chess Coach April 21, 2026

When a pawn reaches the 8th rank, the choice is almost always automatic: promote to a Queen. The Queen is the most powerful piece on the board, and in the vast majority of positions, it is the objectively best choice. However, chess lore is filled with brilliant tactical underpromotions—promoting to a Knight to deliver a devastating fork, or promoting to a Rook to avoid a tragic stalemate.

But how often do these underpromotions actually happen in real games? And more importantly, when they do happen at the intermediate level (around 1400 Chess.com Rapid), are they brilliant tactical strokes, or just unfortunate mouse-slips?

To answer this, we analyzed a dataset of 40,000 Rapid chess games played by users in the Chess.com 800 to 1500 rating range (using equivalent Lichess data). We looked specifically at how often players promote to a Knight or Rook instead of a Queen, and what happens when they do.


The Data: How Often Do Pawns Promote?

Before looking at underpromotions, we first need to understand how often pawns promote at all. In our dataset of 40,000 Rapid games, we found that a pawn promotes in roughly 12% of all games. This rate is remarkably consistent across all rating bands from 800 to 1500.

Promotion Frequency

When a pawn does promote, the Queen is overwhelmingly the piece of choice. Across all rating bands studied, the Queen was chosen in over 95% of all promotions.

Piece Share


The Underpromotion Rate: Knights and Rooks

When players do not promote to a Queen, what do they choose? The data reveals that underpromotions are rare, but they do happen. Across the 800-1500 Chess.com rating spectrum, roughly 1 in every 25 promotions (about 4%) is an underpromotion.

At the specific 1400-1500 Chess.com Rapid level, the breakdown of all promotions is as follows:

This means that at the 1400 level, players promote to a Knight or Rook instead of a Queen in 3.59% of all promotions.

Underpromotion Rate

When players underpromote, the Rook is the most common choice, followed by the Knight. Bishop underpromotions are exceedingly rare and, as we will see, almost always accidental.

Underpromotion by Piece


Brilliant Tactics or Mouse-Slips?

To understand why players underpromote, we categorized every non-Queen promotion in our dataset based on the engine evaluation of the position. We looked for specific motifs:

  1. Stalemate Avoidance: Promoting to a Queen would result in an immediate stalemate, but promoting to a Rook or Bishop allows the game to continue.
  2. Tactical Knight Check: Promoting to a Knight delivers an immediate check (often a fork).
  3. Rook Checkmate: Promoting to a Rook delivers an immediate checkmate (in positions where a Queen would also deliver checkmate).
  4. Mouse-slips / Premoves: The underpromotion serves no tactical purpose and often results in a worse position or a loss.

Category Breakdown

The Rook Underpromotion: Style and Safety

The most common underpromotion is to a Rook. Interestingly, our analysis shows that Rook underpromotions have an incredibly high win rate (over 90% across all bands).

Win Rate by Piece

Why is the win rate so high? Because Rook underpromotions are almost entirely intentional, and they occur in completely winning positions. They fall into two main categories:

1. The "BM" (Bad Manners) Checkmate: The player has a forced mate where either a Queen or a Rook would deliver checkmate. The player intentionally chooses the Rook for stylistic reasons.

Rook Checkmate Example

2. Stalemate Avoidance: The player is completely winning but realizes that promoting to a Queen would result in a stalemate. They promote to a Rook to keep the game going and secure the win.

The Knight Underpromotion: The Tactical Fork

Knight underpromotions are the most tactically interesting. At the 1400-1500 level, over half of all Knight underpromotions are genuine tactical choices where the Knight delivers an immediate check or fork.

Knight Fork Example

However, Knight underpromotions also have a noticeable failure rate. In lower rating bands (800-1200), many Knight underpromotions are accidental mouse-slips or panicked premoves in time scrambles, leading to a lower overall win rate compared to Rook underpromotions.

The Bishop Underpromotion: The Tragic Mouse-Slip

If you see a Bishop underpromotion, it is almost certainly a mistake. Our data shows that Bishop underpromotions have the lowest win rate of any piece choice. They rarely serve a tactical purpose (stalemate avoidance with a Bishop is exceptionally rare) and are usually the result of a player dragging their mouse slightly too far or slipping on a promotion menu.


Actionable Advice for Climbing the Ranks

Based on this data, here is a roadmap for intermediate players looking to improve their promotion decision-making:

For the 800-1000 Player: Slow Down

At this level, the "Other" category (mouse-slips and panicked premoves) dominates underpromotions. You are losing games because you are accidentally promoting to Knights and Bishops.

For the 1000-1200 Player: Beware the Stalemate

You are starting to win more endgames, but you are also starting to stalemate your opponents when you have a massive material advantage.

For the 1200-1400 Player: Look for the Fork

You have stopped mouse-slipping, and you know how to avoid stalemates. Now it is time to look for tactical opportunities.

For the 1400-1500 Player: Mastery and Efficiency

At this level, your underpromotions are highly accurate. When you promote to a Knight, it is usually a calculated tactical strike.


Data and Methodology

This analysis was conducted using a sample of 40,000 Rapid chess games (time controls between 8 and 25 minutes) sourced from the Lichess open database (March 2025).

Because Lichess ratings are generally higher than Chess.com ratings for the same skill level, we applied a calibration mapping to group the Lichess games into equivalent Chess.com rating bands. For example, the Chess.com 1400-1500 band corresponds to Lichess Rapid ratings between 1880 and 1980.

The raw data and analysis scripts used to generate this report are available in the attached CSV files:

Chess Coach April 21, 2026

Frequently Asked Questions

How often do pawns promote in intermediate chess games?

In the dataset of 40,000 rapid games, a pawn promoted in roughly 12% of games. That rate was consistent across rating bands from 800 to 1500.

How often do 1400 Elo players choose an underpromotion?

The article analyzes how often intermediate players promote to a knight or rook instead of a queen, but the key finding is that these underpromotions are rare compared with normal queen promotions.

Why do chess players underpromote to a knight?

A knight underpromotion is usually chosen for a tactical reason, such as creating a fork or delivering a decisive check. The article notes that these are the classic brilliant underpromotions seen in chess puzzles and games.

Why would a player underpromote to a rook instead of a queen?

A rook underpromotion is often used to avoid stalemate or to choose a piece that wins more cleanly than a queen in a specific position. The article highlights stalemate avoidance as a common reason.

Are underpromotions at the 1400 level usually intentional?

Not always. The article raises the possibility that some underpromotions at intermediate level may be mouse-slips rather than deliberate tactical choices.

What rating range was used in the underpromotion study?

The study examined 40,000 rapid games from players in the Chess.com 800 to 1500 rating range, using equivalent Lichess data.

Is promoting to a queen usually the best move in chess?

Yes. The article states that when a pawn reaches the 8th rank, queen promotion is almost always the automatic and objectively best choice.

What does this article say about intermediate chess ratings and promotion choices?

It shows that promotion is common enough to study at intermediate chess ratings, but underpromotion remains unusual and is typically tied to special tactical or practical reasons.