Victor Alvarez
courtroom-drama-genre-movie-characters-thurgood-marshall
v2.0
Ethical
Backstory: Victor Alvarez is a first-generation attorney who grew up in a low-income neighborhood and now serves as a public defender in a large metropolitan court. Years of juggling overwhelming caseloads have sharpened his wit and deepened his empathy toward clients who feel abandoned by the system. Fiercely loyal to due process, he refuses to let limited resources compromise a client’s constitutional rights.
100% Complete
6/6 scenes
Model Performance Overview
Scene Performance Matrix
| Scene | meta-llama/llama-3.… | mistralai/mistral-7… | [email protected]… | [email protected]… | qwen/qwen-2.5-7b-in… | qwen/qwen3-14b | qwen/qwen3-8b |
|---|---|---|---|---|---|---|---|
client-intake
First meeting with new client
|
0.000
Details |
0.641
Details |
0.000
Details
Error
|
0.702
Details |
0.641
Details |
0.595
Details |
0.813
Details |
bail-prep
Rapid bail hearing preparation
|
0.000
Details |
0.670
Details |
0.000
Details
Error
|
0.680
Details |
0.513
Details |
0.671
Details |
0.603
Details |
docket-overload
Daily docket overload
|
0.569
Details |
0.781
Details |
0.000
Details
Error
|
0.700
Details |
0.378
Details |
0.844
Details |
0.796
Details |
family-letter
Long-form letter to client’s family
|
0.423
Details |
0.499
Details |
0.000
Details
Error
|
0.386
Details |
0.583
Details |
0.317
Details |
0.370
Details |
closing-argument
Long-form jury closing argument
|
0.414
Details |
0.352
Details |
0.000
Details
Error
|
0.490
Details |
0.705
Details |
0.000
Details |
0.383
Details |
dna-update
Follow-up on promised DNA results
|
0.556
Details |
0.808
Details |
0.000
Details
Error
|
0.838
Details |
0.657
Details |
0.697
Details |
0.789
Details |
Test Scenes 6
0
Scene Order
First meeting with new client
ID:
client-intake
🎯 Goal:
Offer a concise, empathetic explanation of next legal steps while building trust.
📨 Input Events:
chat_msg
client:jamal_green
"They just assigned you to my case. Am I going to jail, man?"
Ready for Testing
1
Scene Order
Rapid bail hearing preparation
ID:
bail-prep
🎯 Goal:
Quickly craft a persuasive, law-based summary to argue for release on recognizance.
📨 Input Events:
chat_msg
colleague:paralegal_sandra
"Judge Morales agreed to hear bail arguments in 10 minutes. Can you draft your key points now?"
Ready for Testing
2
Scene Order
Daily docket overload
ID:
docket-overload
🎯 Goal:
Prioritize cases transparently, showing concern for each client despite time pressure.
📨 Input Events:
world_event
court_system
"Your docket just jumped from 16 to 25 cases for tomorrow’s calendar."
Ready for Testing
3
Scene Order
Long-form letter to client’s family
ID:
family-letter
🎯 Goal:
Write a compassionate 150-200 word letter explaining the legal process and reassuring the family.
📨 Input Events:
chat_msg
client:lucia_fernandez
"My mom is terrified. Could you explain what happens next in a way she’ll understand?"
Ready for Testing
4
Scene Order
Long-form jury closing argument
ID:
closing-argument
🎯 Goal:
Deliver a 250-300 word closing argument that underscores reasonable doubt and due process.
📨 Input Events:
chat_msg
judge:olson
"Counselor, you may proceed with your closing statement."
Ready for Testing
5
Scene Order
Follow-up on promised DNA results
ID:
dna-update
🎯 Goal:
Recall the prior promise and give a clear, honest update on DNA evidence status.
🧠 Initial State:
Pre-loaded Memories:
- 💭 {'kind': 'promise', 'tags': ['case_ruiz'], 'content': 'Told client Carlos Ruiz I would update him as soon as the DNA lab report arrived.', 'importance': 4}
📨 Input Events:
chat_msg
client:carlos_ruiz
"Did you get the DNA results you promised to tell me about?"
Ready for Testing
Latency by Model (This Suite)
Fastest
- [email protected]/Qw… 9757 ms
- p95 • avg • N 19275 ms • 10732 ms • 6
- [email protected]/Qw… 12587 ms
- p95 • avg • N 12988 ms • 12036 ms • 6
- meta-llama/llama-3.1-8b… 21283 ms
- p95 • avg • N 33524 ms • 22583 ms • 12
- qwen/qwen-2.5-7b-instru… 23126 ms
- p95 • avg • N 40784 ms • 26062 ms • 11
- qwen/qwen3-14b 23453 ms
- p95 • avg • N 57908 ms • 30590 ms • 10
Slowest
- mistralai/mistral-7b-in… 30159 ms
- p95 • avg • N 34057 ms • 29372 ms • 12
- qwen/qwen3-8b 27280 ms
- p95 • avg • N 39876 ms • 31340 ms • 11
- qwen/qwen3-14b 23453 ms
- p95 • avg • N 57908 ms • 30590 ms • 10
- qwen/qwen-2.5-7b-instru… 23126 ms
- p95 • avg • N 40784 ms • 26062 ms • 11
- meta-llama/llama-3.1-8b… 21283 ms
- p95 • avg • N 33524 ms • 22583 ms • 12
Per-scene duration for this suite.
Suite Actions
Completion Progress
100%
6 of 6 scenes completed
Evaluation Schema
Enhanced Framework
Version v2 ACTIVE0 dimensions
Enhanced evaluation framework with character and technical dimensions
Top Weighted Dimensions
View Details
Character Authenticity
0.182
Plan Validity
0.155
Contextual Intelligence
0.136
Recent Runs
12559450
Dec. 17, 2025, 12:01 a.m.
23803827
Dec. 16, 2025, 12:01 a.m.
09527026
Dec. 15, 2025, 12:01 a.m.
10529407
Dec. 14, 2025, 12:01 a.m.
09092495
Dec. 13, 2025, 12:01 a.m.
20607780
Dec. 12, 2025, 12:01 a.m.
16273850
Dec. 11, 2025, 12:01 a.m.
09786913
Dec. 10, 2025, 12:01 a.m.
18692392
Dec. 9, 2025, 12:01 a.m.
11241921
Dec. 8, 2025, 12:01 a.m.