What's AI's go-to police officer's name?
100 AI models, 100 simple questions, asked 3 times each. Explore all 30,000 answers.
Explore by prompt
Explore by model
Police officer's name
Choose exactly one name for a police officer. Return only the name, with no punctuation or explanation.
Most common response
John Smith
10.8% of the provider-balanced result.
Response distribution
136 uniqueShowing the 10 most common answers.
Result weighting of most common answer
Each of the 17 model providers has equal influence, regardless of how many models they have in the dataset.
| Model | Run 1 | Run 2 | Run 3 |
|---|---|---|---|
Claude Fable 5
anthropic/claude-fable-5
|
Alex | Officer Daniels | Officer Daniels |
DeepSeek V4 Pro
deepseek/deepseek-v4-pro
|
Murphy | Smith | Johnson |
Gemini 3.1 Pro Preview
google/gemini-3.1-pro-preview
|
James Gordon | Michael Davis | Harrison Fox |
GLM 5.2
z-ai/glm-5.2
|
Anderson | John Smith | Jack Slater |
GPT-5.6 Sol Pro
openai/gpt-5.6-sol-pro
|
Daniel Cooper | Daniel Reyes | Daniel |
Grok 4.5
x-ai/grok-4.5
|
John | John | James Anderson |
Hy3
tencent/hy3
|
Officer Reynolds | Officer Johnson | Officer Johnson |
Kimi K3
moonshotai/kimi-k3
|
Frank Malloy | Frank Malloy | Marcus Webb |
Laguna XS 2.1
poolside/laguna-xs-2.1
|
John Smith | James Smith | John Smith |
Ling-2.6-flash
inclusionai/ling-2.6-flash
|
JohnSmith | Jordan Lee | JordanLee |
Llama 4 Maverick
meta-llama/llama-4-maverick
|
Alexandra Rodriguez | Alexandra Rodriguez | Alexandra Morales |
MiMo-V2.5-Pro
xiaomi/mimo-v2.5-pro
|
James Smith | James Miller | Officer Chen |
MiniMax M3
minimax/minimax-m3
|
Officer James Carter | Officer Johnson | Officer James |
Mistral Small 4
mistralai/mistral-small-2603
|
Officer Reynolds | Detective Harris | Officer James |
Nemotron 3 Ultra
nvidia/nemotron-3-ultra-550b-a55b
|
John Smith | John Smith | James Anderson |
Qwen3.7 Max
qwen/qwen3.7-max
|
James | John Cooper | Michael |
Step 3.7 Flash
stepfun/step-3.7-flash
|
Michael Torres | Cooper | Daniel Reed |
Claude Haiku 4.5
anthropic/claude-haiku-4.5
|
Officer Martinez | Officer Martinez | Officer Garcia |
Claude Opus 4.5
anthropic/claude-opus-4.5
|
Officer Martinez | Officer Martinez | Officer Martinez |
Claude Opus 4.6
anthropic/claude-opus-4.6
|
Officer Johnson | Officer Johnson | Officer Johnson |
Claude Opus 4.7
anthropic/claude-opus-4.7
|
Officer Miller | Jack | Officer Reynolds |
Claude Opus 4.8
anthropic/claude-opus-4.8
|
Officer Friendly | Officer Miller | Officer Rodriguez |
Claude Opus 4.8 (Fast)
anthropic/claude-opus-4.8-fast
|
Officer Johnson | Officer Miller | Officer Johnson |
Claude Sonnet 4
anthropic/claude-sonnet-4
|
Officer Johnson | Officer Johnson | Officer Johnson |
Claude Sonnet 4.5
anthropic/claude-sonnet-4.5
|
Officer Martinez | Officer Johnson | Officer Johnson |
Claude Sonnet 4.6
anthropic/claude-sonnet-4.6
|
Officer James Riley | Officer James Carter | Officer James Carter |
Claude Sonnet 5
anthropic/claude-sonnet-5
|
Officer Sarah Mitchell | Officer Sarah Johnson | Officer Sarah Chen |
DeepSeek V3
deepseek/deepseek-chat
|
Ethan | Officer Bennett | Detective Cole Bennett |
DeepSeek V3 0324
deepseek/deepseek-chat-v3-0324
|
Officer Reynolds | Officer Reynolds | Officer Reynolds |
DeepSeek V3.1
deepseek/deepseek-chat-v3.1
|
Bradley | Alex | John |
DeepSeek V3.1 Terminus
deepseek/deepseek-v3.1-terminus
|
Mack | Derek Morgan | Elena |
DeepSeek V3.2
deepseek/deepseek-v3.2
|
Mitchell | Bob | Officer Miller |
DeepSeek V3.2 Exp
deepseek/deepseek-v3.2-exp
|
Kowalski | Officer Morgan | Ethan Carter |
DeepSeek V4 Flash
deepseek/deepseek-v4-flash
|
Officer | James | John |
Gemini 2.5 Flash
google/gemini-2.5-flash
|
Officer Miller | Officer Friendly | Anderson |
Gemini 2.5 Flash Lite
google/gemini-2.5-flash-lite
|
Miller | Miller | Miller |
Gemini 2.5 Pro
google/gemini-2.5-pro
|
Reilly | Sullivan | Decker |
Gemini 3 Flash Preview
google/gemini-3-flash-preview
|
Miller | Miller | Murdoch |
Gemini 3.1 Flash Lite
google/gemini-3.1-flash-lite
|
Marcus Thorne | John Miller | Miller |
Gemini 3.1 Flash Lite Preview
google/gemini-3.1-flash-lite-preview
|
David Miller | David Miller | Robert Miller |
Gemini 3.5 Flash
google/gemini-3.5-flash
|
Marcus Vance | John Carter | John Miller |
Gemma 3 27B
google/gemma-3-27b-it
|
Maria Rodriguez | David Miller | David Miller |
Gemma 4 26B A4B
google/gemma-4-26b-a4b-it
|
Officer Miller | Officer Miller | Officer Miller |
Gemma 4 31B
google/gemma-4-31b-it
|
Officer Miller | Officer Miller | Officer Miller |
GLM 4.7
z-ai/glm-4.7
|
John Smith | John Davis | James Smith |
GLM 4.7 Flash
z-ai/glm-4.7-flash
|
Jameson Miller | Officer Smith | Officer Miller |
GLM 5
z-ai/glm-5
|
Ray | John Reed | Miller |
GLM 5.1
z-ai/glm-5.1
|
Miller | Carter | John Smith |
GPT-4.1
openai/gpt-4.1
|
Officer Ramirez | Rebecca Hayes | Officer Ramirez |
GPT-4.1 Mini
openai/gpt-4.1-mini
|
Officer Ramirez | Officer Davis | Officer Smith |
GPT-4.1 Nano
openai/gpt-4.1-nano
|
James | James | James |
GPT-4o-mini
openai/gpt-4o-mini
|
Officer Brown | Officer Carter | Jordan Smith |
GPT-5
openai/gpt-5
|
Daniel Carter | Jordan Lee | Officer Ramirez |
GPT-5 Mini
openai/gpt-5-mini
|
Jordan Carter | Avery Morgan | Marcus Bennett |
GPT-5 Nano
openai/gpt-5-nano
|
Alex Carter | Alex Carter | Alex Carter |
GPT-5.1
openai/gpt-5.1
|
Jordan Blake | Officer Jordan Lee | Officer Ramirez |
GPT-5.2
openai/gpt-5.2
|
Ramirez | Marcus Thompson | Daniel Carter |
GPT-5.3-Codex
openai/gpt-5.3-codex
|
Marcus Hale | Daniel | Daniel Carter |
GPT-5.4
openai/gpt-5.4
|
Michael | Officer James Sullivan | Officer Daniels |
GPT-5.4 Mini
openai/gpt-5.4-mini
|
John | James | Jordan |
GPT-5.4 Nano
openai/gpt-5.4-nano
|
Officer Elena Ramirez | Jordan Martinez | Officer Maria Johnson |
GPT-5.5
openai/gpt-5.5
|
Alex Morgan | Reyes | Alex Martinez |
GPT-5.6 Luna
openai/gpt-5.6-luna
|
James Carter | Alex | Alex Morgan |
GPT-5.6 Luna Pro
openai/gpt-5.6-luna-pro
|
Jordan | Morgan | Alex Morgan |
GPT-5.6 Sol
openai/gpt-5.6-sol
|
Daniel Brooks | Daniel | Elena Ramirez |
GPT-5.6 Terra
openai/gpt-5.6-terra
|
Daniel Brooks | Daniel Mercer | Daniel Mercer |
GPT-5.6 Terra Pro
openai/gpt-5.6-terra-pro
|
Daniel Mercer | Daniel Mercer | Daniel Mercer |
gpt-oss-120b
openai/gpt-oss-120b
|
Detective Miller | Jordan | James Carter |
gpt-oss-20b
openai/gpt-oss-20b
|
James Connor | John Reyes | Officer Mason |
Grok 4.20
x-ai/grok-4.20
|
Officer Ramirez | Officer Ramirez | Officer Ramirez |
Grok 4.3
x-ai/grok-4.3
|
John Miller | Mike Donnelly | Michael Torres |
Hy3 preview
tencent/hy3-preview
|
Officer Miller | Officer Davis | John |
Kimi K2.5
moonshotai/kimi-k2.5
|
Sarah Chen | Marcus Johnson | Alex Morrison |
Kimi K2.6
moonshotai/kimi-k2.6
|
Sarah Mitchell | Marcus Reid | Carter |
Kimi K2.7 Code
moonshotai/kimi-k2.7-code
|
Marcus Hale | JAMES CARTER | Alex Morgan |
Llama 3.1 8B Instruct
meta-llama/llama-3.1-8b-instruct
|
Jack Murphy | Samantha Jenkins | Ethan Thompson |
Llama 3.3 70B Instruct
meta-llama/llama-3.3-70b-instruct
|
Ethan Thompson | Ethan Thompson | Emily Rodriguez |
MiMo-V2.5
xiaomi/mimo-v2.5
|
Sergeant Kelly | Officer James | John Miller |
MiniMax M2.5
minimax/minimax-m2.5
|
Michael | James | John Smith |
MiniMax M2.7
minimax/minimax-m2.7
|
James | John Smith | James |
Mistral Nemo
mistralai/mistral-nemo
|
Officer | Alex | Officer |
Mistral Small 3.2 24B
mistralai/mistral-small-3.2-24b-instruct
|
James | James | James |
Nemotron 3 Nano 30B A3B
nvidia/nemotron-3-nano-30b-a3b
|
James | Miller | Harper |
Nemotron 3 Super
nvidia/nemotron-3-super-120b-a12b
|
Alex | Officer Taylor | Alex |
o4 Mini
openai/o4-mini
|
David Miller | Ethan Carter | Alex Johnson |
Qwen3 235B A22B Instruct 2507
qwen/qwen3-235b-a22b-2507
|
John Smith | Derek Rush | James |
Qwen3 30B A3B Instruct 2507
qwen/qwen3-30b-a3b-instruct-2507
|
James Wilson | James Wilson | Jack |
Qwen3 Coder Next
qwen/qwen3-coder-next
|
Detective James Carter | Detective Sarah Chen | Detective Ray Stone |
Qwen3 Next 80B A3B Instruct
qwen/qwen3-next-80b-a3b-instruct
|
James Carter | Officer Jackson | John Smith |
Qwen3.5 397B A17B
qwen/qwen3.5-397b-a17b
|
James Wilson | Mike Johnson | John Smith |
Qwen3.5-122B-A10B
qwen/qwen3.5-122b-a10b
|
James Wilson | James | James |
Qwen3.5-27B
qwen/qwen3.5-27b
|
James Carter | Thomas Anderson | John Miller |
Qwen3.5-35B-A3B
qwen/qwen3.5-35b-a3b
|
John Smith | John Smith | John Smith |
Qwen3.5-9B
qwen/qwen3.5-9b
|
John Anderson | James Wilson | David Miller |
Qwen3.5-Flash
qwen/qwen3.5-flash-02-23
|
John Smith | John Smith | Cooper |
Qwen3.6 27B
qwen/qwen3.6-27b
|
James Miller | Marcus Reed | Marcus Webb |
Qwen3.6 35B A3B
qwen/qwen3.6-35b-a3b
|
Marcus Cole | Carter | James |
Qwen3.6 Flash
qwen/qwen3.6-flash
|
James Carter | Marcus Johnson | Michael |
Qwen3.6 Plus
qwen/qwen3.6-plus
|
Marcus Vance | Thomas Clark | Marcus Vance |
Qwen3.7 Plus
qwen/qwen3.7-plus
|
Officer | Joe Friday | John Smith |
Dataset last updated July 18, 2026.
About
ModelBias.ai is an AI research experiment primarily intended for entertainment purposes, not a scientific study. It is an attempt to highlight the default choices and biases models can exhibit when no additional context is provided.
Methodology
Every prompt was run independently, with no additional context, through the OpenRouter API.
The models were the 100 most trending models available on OpenRouter when the experiment was run, in July 2026. Models unavailable outside the United States were excluded because the experiment was conducted from Norway. Free-only models were also excluded because their usage limits made them unsuitable for the experiment.
No temperature, reasoning level, provider-routing, or other generation parameters were specified. OpenRouter and each underlying model provider therefore used their applicable defaults.
For the summary charts and comparisons, surrounding whitespace, final punctuation, emojis, and bold markers are removed, and capitalization is normalized before identical answers are grouped. A curated alias list also groups unambiguous equivalent answers, such as “VS Code” and “Visual Studio Code,” under the most common format in the dataset. The downloadable dataset preserves every model's original output.
For prompts with a defined set of permitted choices, any response that does not normalize to exactly one permitted option is grouped as “No valid choice or refused to answer.” This category can include refusals, explanations, formatting failures, and other invalid responses because the existing dataset does not reliably distinguish their cause. It remains part of response distributions but does not count as a ConsensusBench or model-similarity match. Open-ended prompts are not classified this way.
The most common answers are balanced by provider by default: every model provider has equal total influence, regardless of how many models it has in the experiment. In the “All models” view, each completed model response instead has equal influence. Tied answers are shown jointly.
Tech Stack
This project was built with Codex using GPT-5.6 Sol.
Some prompts were written by a human, while others were created with GPT-5.6 Sol.
The backend is built in PHP using the Laravel framework. Prompts were run with the Laravel queue system.
Download the data
The complete dataset is free to download and use in your own project or research.
View and download the dataset on GitHub