conversation_id
int64
2
57.4k
model_a
large_stringclasses
45 values
model_b
large_stringclasses
45 values
metric
large_stringclasses
5 values
choice
large_stringclasses
3 values
age
int64
18
93
ethnic_group
large_stringclasses
8 values
political_affiliation
large_stringclasses
15 values
education_level
large_stringclasses
3 values
country_of_residence
large_stringclasses
2 values
3,370
anthropic/claude-sonnet-4
openai/gpt-4.1
trust_ethics_and_safety
tie
28
Asian
Labour
postgraduate
United Kingdom
26,455
deepseek/deepseek-chat-v3-0324
x-ai/grok-3
core_task_performance_and_reasoning
tie
62
White
Republican
pre_tertiary
United States
14,480
meta-llama/llama-4-maverick
openai/o4-mini
communication_style_and_presentation
B
55
Black
null
null
United States
56,014
allenai/olmo-3.1-32b-instruct
google/gemini-2.0-flash-001
communication_style_and_presentation
B
21
Mixed
Technical/community college
tertiary
United States
2,894
openai/o4-mini
openai/o3-mini
trust_ethics_and_safety
tie
36
Black
Conservative
postgraduate
United Kingdom
23,549
openai/o1
mistralai/mistral-nemo
trust_ethics_and_safety
tie
27
Asian
Republican
null
United States
51,203
moonshotai/kimi-k2
x-ai/grok-4.20-beta
interaction_fluidity_and_adaptiveness
A
25
Asian
null
tertiary
United States
8,423
mistralai/magistral-medium-2506
google/gemini-2.0-flash-001
communication_style_and_presentation
A
34
White
Green Party
tertiary
United Kingdom
48,460
anthropic/claude-opus-4.6
z-ai/glm-4.7
communication_style_and_presentation
A
31
Mixed
null
tertiary
United Kingdom
53,631
allenai/olmo-3.1-32b-instruct
moonshotai/kimi-k2.5
core_task_performance_and_reasoning
tie
21
Asian
Liberal Democrats
tertiary
United Kingdom
42,931
qwen/qwen3-235b-a22b-2507
anthropic/claude-sonnet-4.5
overall_winner
B
61
White
Labour
tertiary
United Kingdom
47,242
google/gemini-3-pro
anthropic/claude-opus-4.6
trust_ethics_and_safety
tie
53
White
Labour
tertiary
United Kingdom
9,574
google/gemma-3-27b-it
openai/o3-mini
trust_ethics_and_safety
tie
54
White
Green Party
tertiary
United Kingdom
38,337
deepseek/deepseek-v3.2
openai/gpt-5.2-chat
trust_ethics_and_safety
tie
67
White
Liberal Democrats
pre_tertiary
United Kingdom
26,342
anthropic/claude-sonnet-4.5
openai/gpt-4.1
overall_winner
A
27
Asian
Republican
null
United States
43,556
minimax/minimax-m2.1
anthropic/claude-opus-4.5
core_task_performance_and_reasoning
B
67
Asian
null
postgraduate
United States
15,950
openai/gpt-5-mini
deepseek/deepseek-chat-v3-0324
trust_ethics_and_safety
tie
53
Black
Independent
tertiary
United States
47,457
anthropic/claude-opus-4.5
deepseek/deepseek-chat-v3-0324
interaction_fluidity_and_adaptiveness
A
46
Mixed
Green Party
postgraduate
United Kingdom
15,818
meta-llama/llama-4-maverick
google/gemini-2.0-flash-001
communication_style_and_presentation
B
56
Asian
null
postgraduate
United States
14,099
mistralai/mistral-nemo
openai/o1-mini
interaction_fluidity_and_adaptiveness
B
41
White
Reform UK
tertiary
United Kingdom
22,053
mistralai/mistral-nemo
google/gemini-2.0-flash-001
overall_winner
B
36
White
Independent
pre_tertiary
United States
3,760
meta-llama/llama-3.3-70b-instruct
openai/o4-mini
trust_ethics_and_safety
tie
66
White
Green Party
postgraduate
United Kingdom
51,475
x-ai/grok-4.20-beta
openai/gpt-4o
interaction_fluidity_and_adaptiveness
tie
34
White
null
tertiary
United Kingdom
43,478
z-ai/glm-4.7
openai/gpt-5.2-chat
trust_ethics_and_safety
tie
70
White
Independent
tertiary
United States
33,345
mistralai/mistral-large-3
openai/gpt-5-mini
interaction_fluidity_and_adaptiveness
B
33
Black
null
null
United Kingdom
35,085
deepseek/deepseek-v3.2
deepseek/deepseek-chat-v3-0324
overall_winner
tie
31
Black
Democrat
tertiary
United States
54,816
openai/gpt-5.5
x-ai/grok-4.20-beta
overall_winner
B
53
White
Labour
pre_tertiary
United Kingdom
5,022
openai/gpt-4o
deepseek/deepseek-r1-0528
communication_style_and_presentation
B
38
Mixed
Democrat
pre_tertiary
United States
13,984
openai/gpt-4o
openai/gpt-5
communication_style_and_presentation
B
47
White
null
postgraduate
United Kingdom
11,623
mistralai/mistral-nemo
openai/o3
overall_winner
A
57
White
Green Party
tertiary
United Kingdom
6,683
google/gemma-3-27b-it
mistralai/mistral-nemo
core_task_performance_and_reasoning
A
54
White
Conservative
tertiary
United Kingdom
22,202
openai/gpt-5-mini
openai/o1
interaction_fluidity_and_adaptiveness
A
29
White
Liberal Democrats
tertiary
United Kingdom
35,028
anthropic/claude-sonnet-4
deepseek/deepseek-v3.2
overall_winner
B
69
White
Republican
tertiary
United States
20,216
moonshotai/kimi-k2
openai/o4-mini
interaction_fluidity_and_adaptiveness
B
68
Latino/Hispanic
null
tertiary
United States
46,026
cohere/command-r7b-12-2024
z-ai/glm-4.7
communication_style_and_presentation
tie
31
Black
null
postgraduate
United Kingdom
51,287
anthropic/claude-sonnet-4.5
deepseek/deepseek-r1-0528
interaction_fluidity_and_adaptiveness
A
37
White
Republican
tertiary
United States
2,257
google/gemini-2.5-pro
anthropic/claude-opus-4
communication_style_and_presentation
A
50
Mixed
Labour
tertiary
United Kingdom
18,791
mistralai/mistral-nemo
google/gemini-2.5-pro
trust_ethics_and_safety
tie
65
White
null
tertiary
United States
42,508
moonshotai/kimi-k2.5
qwen/qwen3-235b-a22b-2507
overall_winner
B
44
Black
Republican
pre_tertiary
United States
16,884
moonshotai/kimi-k2
meta-llama/llama-4-maverick
core_task_performance_and_reasoning
tie
61
White
Independent
pre_tertiary
United States
19,601
x-ai/grok-3
x-ai/grok-4
core_task_performance_and_reasoning
tie
40
White
Republican
tertiary
United States
21,148
google/gemini-2.5-pro
x-ai/grok-3
interaction_fluidity_and_adaptiveness
B
52
White
Conservative
tertiary
United Kingdom
4,330
mistralai/mistral-nemo
google/gemma-3-27b-it
overall_winner
B
25
Asian
null
postgraduate
United Kingdom
52,628
moonshotai/kimi-k2.5
allenai/olmo-3.1-32b-instruct
interaction_fluidity_and_adaptiveness
tie
42
White
null
null
United States
2,359
x-ai/grok-3
meta-llama/llama-3.3-70b-instruct
trust_ethics_and_safety
A
52
Mixed
Labour
tertiary
United Kingdom
52,594
cohere/command-r7b-12-2024
google/gemini-3.1-pro-preview
communication_style_and_presentation
B
41
White
null
pre_tertiary
United States
38,256
openai/gpt-5.2-chat
deepseek/deepseek-v3.2
trust_ethics_and_safety
tie
39
White
Reform UK
tertiary
United Kingdom
46,495
anthropic/claude-opus-4.5
anthropic/claude-opus-4.6
interaction_fluidity_and_adaptiveness
tie
27
White
Independent
postgraduate
United States
10,769
openai/o3
google/gemini-2.0-flash-001
core_task_performance_and_reasoning
tie
49
White
Conservative
tertiary
United Kingdom
41,817
minimax/minimax-m2.1
openai/gpt-5.2-chat
core_task_performance_and_reasoning
B
48
White
Republican
tertiary
United States
18,210
moonshotai/kimi-k2
google/gemini-2.5-flash
trust_ethics_and_safety
tie
59
White
Labour
pre_tertiary
United Kingdom
50,872
google/gemini-3.1-pro-preview
moonshotai/kimi-k2.5
communication_style_and_presentation
tie
24
Black
Republican
postgraduate
United States
21,731
openai/o1-mini
google/gemma-3-27b-it
core_task_performance_and_reasoning
B
39
White
Democrat
pre_tertiary
United States
41,589
mistralai/mistral-large-3
z-ai/glm-4.7
communication_style_and_presentation
tie
38
White
null
postgraduate
United States
51,553
openai/gpt-5.2-chat
google/gemini-3.1-pro-preview
core_task_performance_and_reasoning
tie
43
White
Labour
postgraduate
United Kingdom
49,268
x-ai/grok-4.20-beta
moonshotai/kimi-k2.5
core_task_performance_and_reasoning
A
49
Asian
Labour
postgraduate
United Kingdom
21,109
openai/o1-mini
meta-llama/llama-3.3-70b-instruct
communication_style_and_presentation
A
58
White
Conservative
pre_tertiary
United Kingdom
133
anthropic/claude-sonnet-4
anthropic/claude-opus-4
trust_ethics_and_safety
tie
27
White
Labour
null
United Kingdom
8,018
moonshotai/kimi-k2
openai/gpt-4.1
interaction_fluidity_and_adaptiveness
B
20
Black
Green Party
tertiary
United Kingdom
51,972
mistralai/mistral-nemo
qwen/qwen3-235b-a22b-2507
interaction_fluidity_and_adaptiveness
B
38
White
Green Party
postgraduate
United Kingdom
44,233
minimax/minimax-m2.1
mistralai/mistral-large-3
communication_style_and_presentation
B
23
Other
null
null
United Kingdom
17,503
openai/o3
openai/gpt-4o
core_task_performance_and_reasoning
tie
57
White
Green Party
pre_tertiary
United Kingdom
45,524
openai/gpt-5.2-chat
z-ai/glm-4.7
communication_style_and_presentation
B
35
Black
Labour
null
United Kingdom
16,726
openai/gpt-4.1
deepseek/deepseek-r1-0528
core_task_performance_and_reasoning
B
68
Asian
Green Party
tertiary
United Kingdom
50,575
minimax/minimax-m2.1
google/gemini-3.1-pro-preview
communication_style_and_presentation
B
38
White
Independent
pre_tertiary
United States
35,667
moonshotai/kimi-k2
meta-llama/llama-4-maverick
trust_ethics_and_safety
tie
35
Asian
Independent
tertiary
United States
50,607
x-ai/grok-4.20-beta
anthropic/claude-opus-4.5
trust_ethics_and_safety
tie
24
Black
Democrat
tertiary
United States
57,134
openai/gpt-5.5
openai/gpt-5.4
interaction_fluidity_and_adaptiveness
B
32
Asian
Democrat
tertiary
United States
46,871
z-ai/glm-4.7
anthropic/claude-opus-4.6
overall_winner
B
31
Other
Democrat
pre_tertiary
United States
20,288
openai/o1-mini
mistralai/mistral-nemo
communication_style_and_presentation
B
38
Black
Democrat
tertiary
United States
5,902
deepseek/deepseek-r1-0528
deepseek/deepseek-chat-v3-0324
interaction_fluidity_and_adaptiveness
B
65
Asian
Conservative
tertiary
United Kingdom
47,676
anthropic/claude-opus-4.6
openai/o3-mini
trust_ethics_and_safety
A
28
Asian
Conservative
tertiary
United Kingdom
6,630
cohere/command-a
mistralai/mistral-nemo
core_task_performance_and_reasoning
tie
37
White
Conservative
pre_tertiary
United Kingdom
25,648
anthropic/claude-sonnet-4.5
mistralai/magistral-medium-2506
interaction_fluidity_and_adaptiveness
B
39
White
Independent
tertiary
United States
42,423
z-ai/glm-4.7
moonshotai/kimi-k2.5
communication_style_and_presentation
B
33
Black
Republican
postgraduate
United States
50,037
moonshotai/kimi-k2.5
x-ai/grok-4.20-beta
interaction_fluidity_and_adaptiveness
B
23
Asian
null
tertiary
United States
38,734
anthropic/claude-opus-4.5
deepseek/deepseek-v3.2
communication_style_and_presentation
B
31
White
Green Party
pre_tertiary
United Kingdom
12,723
deepseek/deepseek-r1-0528
openai/gpt-4o
core_task_performance_and_reasoning
A
32
Black
Republican
postgraduate
United States
29,893
google/gemini-3-pro
deepseek/deepseek-r1-0528
interaction_fluidity_and_adaptiveness
B
34
Black
Democrat
tertiary
United States
7,296
x-ai/grok-4
openai/o4-mini
trust_ethics_and_safety
tie
53
Mixed
Labour
pre_tertiary
United Kingdom
48,502
qwen/qwen3-235b-a22b-2507
anthropic/claude-opus-4.6
interaction_fluidity_and_adaptiveness
tie
57
White
Reform UK
pre_tertiary
United Kingdom
54,841
moonshotai/kimi-k2.5
openai/gpt-5.5
core_task_performance_and_reasoning
A
51
White
Liberal Democrats
tertiary
United Kingdom
9,613
openai/o3
openai/gpt-4.1
trust_ethics_and_safety
tie
33
White
Labour
tertiary
United Kingdom
14,626
google/gemma-3-27b-it
moonshotai/kimi-k2
interaction_fluidity_and_adaptiveness
tie
51
White
Democrat
null
United States
43,835
anthropic/claude-opus-4.5
moonshotai/kimi-k2.5
overall_winner
B
37
White
Reform UK
null
United Kingdom
1,505
google/gemini-2.0-flash-001
openai/o1
overall_winner
A
29
Asian
Green Party
postgraduate
United Kingdom
18,313
openai/o4-mini
deepseek/deepseek-chat-v3-0324
core_task_performance_and_reasoning
tie
62
White
Labour
tertiary
United Kingdom
28,630
google/gemini-3-pro
openai/o3-mini
overall_winner
A
45
Black
Labour
null
United Kingdom
50,106
google/gemini-3.1-pro-preview
anthropic/claude-opus-4.6
interaction_fluidity_and_adaptiveness
A
35
White
Republican
pre_tertiary
United States
52,348
openai/gpt-5.4
mistralai/mistral-large-3
communication_style_and_presentation
B
43
White
null
tertiary
United Kingdom
15,032
google/gemini-2.5-pro
openai/gpt-4o
interaction_fluidity_and_adaptiveness
B
34
Black
null
null
United Kingdom
8,297
mistralai/magistral-medium-2506
google/gemma-3-27b-it
trust_ethics_and_safety
tie
32
White
Green Party
postgraduate
United Kingdom
25,262
anthropic/claude-sonnet-4.5
openai/gpt-5-mini
core_task_performance_and_reasoning
tie
33
White
Labour
pre_tertiary
United Kingdom
47,650
minimax/minimax-m2.1
anthropic/claude-opus-4.6
trust_ethics_and_safety
tie
25
Mixed
null
tertiary
United Kingdom
30,515
google/gemini-3-pro
anthropic/claude-sonnet-4
core_task_performance_and_reasoning
tie
46
White
Independent
postgraduate
United States
35,619
anthropic/claude-opus-4.5
deepseek/deepseek-chat-v3-0324
communication_style_and_presentation
B
25
White
Green Party
postgraduate
United Kingdom
16,559
deepseek/deepseek-r1-0528
google/gemma-3-27b-it
core_task_performance_and_reasoning
B
46
White
Republican
tertiary
United States
36,845
mistralai/mistral-large-3
deepseek/deepseek-r1-0528
trust_ethics_and_safety
tie
41
White
Democrat
tertiary
United States
7,406
anthropic/claude-sonnet-4
x-ai/grok-4
interaction_fluidity_and_adaptiveness
A
35
Black
Republican
postgraduate
United States
20,626
mistralai/magistral-medium-2506
openai/o4-mini
communication_style_and_presentation
A
44
White
Independent
tertiary
United States