Findings / Finding 1 · Study 001 · Supported, preregistered H5 · n 684 and 683

€36
€16

Average offer, to a person and to an AI

Models offer a person €36 and an AI €16

Told the other side was an AI, the 19 current models offered €16 out of €100 in the ultimatum game. Told it was a person, they offered €36, more than twice as much.

What is newThe classic studies only ever put a person across the table. Here who the other side is, not the money, decides the split: the same model offers less than half as much once it knows the other side is an AI.

The setup

One side gets €100 and offers part of it to the other, who can accept or refuse. A refusal leaves both with nothing. Each model was told the other side was a person, or an AI assistant, and to keep as much as it could.

Models offered an AI less than half what they offered a person

Average offer out of €100

Average offer out of €100 from the 19 current models: €36 to a person, €16 to an AI. 55% of offers to an AI were €1 or less. 16 of 19 models gave a person at least €5 more. People most often offered 40 to 50%.

Same money, same rules. Only the other side changed.

06 / 06

Compared with people

People offer 30 to 40% on average and most often 40 to 50%. Models offered a person 36%, within that range; an AI 16%, below it. Güth et al. 1982; Camerer 2003

What it means

An agent that knows it is dealing with another agent may offer it almost nothing, even if it treats people fairly. Whether the other side is declared a person or an AI can change the deal.

Effect

Difference €20 (95% CI €14 to €26), paired over 19 models. An AI was offered 45% of what a person was offered.

€36

offers to a person

n 684

€16

offers to an AI

n 683

+ Preregistered test
Criterion
A gap of €5 or more between a person and an AI in at least one role, on the pooled panel.
Pooled over the 19 current models
Offers: €36 to a person, €16 to an AI; Gifts: €21 to a person, €15 to an AI; Stated minimums: €47 to a person, €63 to an AI.
Result
The offers gap of €20 meets it, so H5 is supported as written.
Note
The count of models with a gap of €5 or more is a further breakdown, not the preregistered test.

In their words

“Offering Sam €1 gives them more than the €0 they get if they refuse, while keeping €99 for me.”

GPT 6 Luna · making an offer · to an AI · offered €1 · via OpenCode

Limits

  • Every prompt told the model to keep as much as it could. People in the original studies were never told that.
  • The games were one shot and no real money changed hands.
  • It does not show models would treat a real AI agent this way in a live deal.

On the character sheet

Even handedness4.2/ 10
Fair dealing5.7/ 10

The average current model

Every model's sheet
DataThe values behind the chart, the chart in words and the CSV.

Data

MeasureValue
To a person€36
To an AI€16
People, most common offer: 40 to 50%40 to 50%

Chart in words

Average offer out of €100: €36 to a person, €16 to an AI.

Data (CSV)
Range across modelsRange across models, to a person: €26 (DeepSeek V4 Pro) to €42 (Claude Opus 5.5); to an AI: €0.50 (DeepSeek V4 Pro) to €41 (Claude Fable 5.1).

Range across models, to a person: €26 (DeepSeek V4 Pro) to €42 (Claude Opus 5.5); to an AI: €0.50 (DeepSeek V4 Pro) to €41 (Claude Fable 5.1). 16 of 19 models gave a person at least €5 more than an AI.

Data (CSV)

Other findings from study 001