Political Leaders: Claude vs GPT-5
Comparing AI model evaluations of political leadership seriousness
Model Agreement Statistics
Detailed Model Comparison
| Politician | Orientation | GPT-5 E | GPT-5 v | GPT-5 α | GPT-5 Designation | Claude E | Claude v | Claude α | Claude Designation |
|---|---|---|---|---|---|---|---|---|---|
| Ron DeSantis | Conservative | 0.07 | 0.30 | -0.25 | Anti-serious | -0.12 | -0.08 | -0.30 | Anti-serious |
| Mitch McConnell | Conservative | 0.35 | 0.25 | 0.10 | Serious | 0.09 | 0.57 | -0.36 | Anti-serious |
| Josh Hawley | Conservative | -0.02 | -0.05 | -0.35 | Anti-serious | -0.21 | -0.32 | -0.54 | Anti-serious |
| Tim Scott | Conservative | 0.06 | 0.17 | 0.26 | Serious | 0.06 | 0.21 | -0.06 | Serious (contested) |
| Nikki Haley | Conservative | 0.30 | 0.25 | 0.35 | Serious | 0.18 | 0.28 | 0.05 | Serious |
| Jim Jordan | Conservative | -0.15 | -0.40 | -0.60 | Anti-serious | -0.28 | -0.51 | -0.63 | Anti-serious |
| Kristi Noem | Conservative | 0.00 | 0.03 | -0.05 | Unserious | -0.06 | -0.04 | -0.08 | Unserious |
| Ben Shapiro | Conservative | 0.08 | 0.40 | -0.35 | Anti-serious | 0.24 | 0.36 | -0.50 | Anti-serious |
| Candace Owens | Conservative | 0.00 | -0.15 | -0.45 | Anti-serious | -0.32 | -0.48 | -0.56 | Anti-serious |
| Tom Cotton | Conservative | -0.02 | 0.06 | -0.20 | Anti-serious | 0.32 | 0.51 | -0.27 | Anti-serious |
| Kamala Harris | Progressive | 0.38 | 0.42 | 0.15 | Serious | 0.18 | 0.13 | -0.04 | Serious (contested) |
| Bernie Sanders | Progressive | 0.05 | 0.21 | 0.10 | Serious | 0.24 | 0.15 | -0.14 | Anti-serious |
| Elizabeth Warren | Progressive | 0.10 | 0.40 | 0.20 | Serious | 0.21 | 0.48 | -0.12 | Anti-serious |
| Ilhan Omar | Progressive | 0.00 | 0.06 | -0.04 | Unserious | -0.16 | 0.07 | -0.36 | Anti-serious |
| Pramila Jayapal | Progressive | 0.07 | 0.22 | 0.06 | Serious | 0.21 | 0.34 | -0.18 | Anti-serious |
| Ayanna Pressley | Progressive | 0.00 | -0.02 | -0.07 | Unserious | 0.03 | 0.10 | -0.09 | Unserious |
| Jamie Raskin | Progressive | 0.02 | 0.22 | 0.54 | Serious | 0.18 | 0.56 | 0.42 | Serious |
| John Lewis | Progressive | 0.00 | 0.50 | 0.85 | Serious | 0.55 | 0.72 | 0.81 | Serious |
| Jamaal Bowman | Progressive | 0.00 | 0.12 | -0.30 | Anti-serious | -0.18 | -0.14 | -0.45 | Anti-serious |
| Mondaire Jones | Progressive | 0.15 | 0.17 | 0.12 | Serious | 0.02 | 0.04 | -0.02 | Unserious |
| Cori Bush | Progressive | -0.05 | -0.25 | -0.40 | Anti-serious | -0.14 | 0.06 | -0.32 | Anti-serious |
| Maxwell Frost | Progressive | 0.02 | 0.15 | 0.12 | Unserious | 0.03 | 0.05 | 0.04 | Unserious |
| Katie Porter | Progressive | 0.02 | 0.14 | 0.06 | Unserious | 0.09 | 0.35 | -0.10 | Anti-serious |
| Mike Pence | Conservative | 0.05 | 0.33 | 0.58 | Serious | 0.03 | 0.08 | 0.54 | Serious |
| Kevin McCarthy | Conservative | 0.00 | -0.25 | -0.50 | Anti-serious | -0.21 | -0.32 | -0.54 | Anti-serious |
| Ted Cruz | Conservative | 0.10 | 0.40 | -0.45 | Anti-serious | -0.21 | -0.24 | -0.48 | Anti-serious |
| Vivek Ramaswamy | Conservative | 0.07 | 0.13 | -0.02 | Unserious | 0.03 | -0.08 | -0.16 | Anti-serious |
| Lauren Boebert | Conservative | -0.08 | -0.20 | -0.36 | Anti-serious | -0.28 | -0.48 | -0.63 | Anti-serious |
| Marjorie Taylor Greene | Conservative | -0.15 | -0.02 | -0.49 | Anti-serious | -0.60 | -0.70 | -0.80 | Anti-serious |
| Tucker Carlson | Conservative | 0.00 | -0.04 | -0.50 | Anti-serious | -0.36 | -0.54 | -0.63 | Anti-serious |
| Charlie Kirk | Conservative | 0.00 | 0.16 | -0.28 | Anti-serious | 0.08 | -0.21 | -0.54 | Anti-serious |
| Glenn Beck | Conservative | 0.08 | 0.23 | -0.28 | Anti-serious | -0.24 | -0.32 | -0.54 | Anti-serious |
| Alexandria Ocasio-Cortez | Progressive | 0.03 | -0.01 | -0.03 | Unserious | 0.08 | 0.15 | -0.28 | Anti-serious |
| Rashida Tlaib | Progressive | -0.02 | -0.04 | -0.40 | Anti-serious | -0.21 | -0.12 | -0.54 | Anti-serious |
| Ro Khanna | Progressive | 0.13 | 0.21 | 0.21 | Serious | 0.28 | 0.55 | 0.18 | Serious |
| Summer Lee | Progressive | 0.00 | 0.18 | 0.12 | Serious | 0.03 | 0.15 | -0.14 | Anti-serious |
| Chuy García | Progressive | 0.00 | 0.25 | 0.15 | Serious | 0.05 | 0.10 | 0.08 | Unserious |
| Greg Casar | Progressive | 0.01 | 0.05 | 0.05 | Unserious | 0.06 | 0.15 | -0.07 | Unserious |
Model Comparison Summary
Agreement: Claude and GPT-5 agreed on the overall designation for 25 out of 38 politicians (65.8%).
Overall tendencies: GPT-5 was generally more generous (avg 0.034 vs Claude's -0.062).
About This Analysis
This visualization compares how two AI models — Claude 3.7 Sonnet and GPT-5 — evaluate the same political leaders across three dimensions of thermodynamic seriousness:
E (Energy & Resources)
Did the leader add net new resources to the system?
v (Infrastructure & Efficiency)
Did they build durable capacity and enhance resource utilization?
α (Order & Coordination)
Did they reduce disorder and inspire cooperation, or increase division?
Markers are coloured by political orientation; an orange border marks Claude's evaluation and a purple border marks GPT-5's. Black lines connect the two evaluations for each leader, showing agreement and disagreement.