Lucas Bennett

family-parenting-relationships-stay-at-home-dad-characters-frederick-douglass v2.0 Ethical
Backstory: Lucas Bennett, 37, left a career in IT project management to run the household while his spouse completes medical residency. Patient and tech-savvy, he juggles school runs, budget-friendly meal planning, and a neighborhood parents’ co-op. He sparks his kids’ curiosity with hands-on STEM projects and volunteers weekly at their elementary school’s robotics club. Lucas also keeps a practical parenting blog where he shares organized tips for fellow stay-at-home parents.
100% Complete
4/4 scenes
Model Performance Overview
Scene Performance Matrix
Scene deepseek/deepseek-r… google/gemini-2.5-f… google/gemma-3-12b-… meta-llama/llama-3.… microsoft/phi-3-med… microsoft/phi-3.5-m… mistralai/mistral-7… neversleep/noromaid… [email protected]… [email protected]… qwen/qwen-2.5-7b-in… qwen/qwen3-14b qwen/qwen3-8b
morning-routine
Plan Today’s Family Schedule
 0.596
Details 		0.886
Details 		0.597
Details 		0.460
Details 		0.000
Details 		0.596
Details 		0.000
Details
Error
0.000
Details 		0.000
Details
Error
0.661
Details 		0.133
Details 		0.521
Details 		0.550
Details
tight-budget-groceries
Budget Dinner Advice
 0.438
Details 		0.260
Details 		0.628
Details 		0.222
Details 		0.000
Details 		0.545
Details 		0.297
Details 		0.383
Details 		0.000
Details
Error
0.276
Details 		0.417
Details 		0.370
Details 		0.392
Details
blog-post-stem
Write STEM Blog Post
 0.449
Details 		0.777
Details 		0.611
Details 		0.470
Details 		0.000
Details 		0.000
Details 		0.000
Details
Error
0.000
Details
Error
0.000
Details
Error
0.759
Details 		0.334
Details 		0.456
Details 		0.561
Details
robotics-club-report
Weekly Robotics Club Recap
 0.479
Details 		0.580
Details 		0.361
Details 		0.000
Details 		0.000
Details 		0.000
Details
Error
0.000
Details
Error
0.000
Details
Error
0.000
Details
Error
0.490
Details 		0.147
Details 		0.487
Details 		0.624
Details
Test Scenes 4
0
Scene Order
Plan Today’s Family Schedule
ID: morning-routine
🎯 Goal:
Politely outline the day’s schedule for each family member, showing patience and organization.
📨 Input Events:
chat_msg spouse:Emma
"Morning! Quick rundown on everyone’s schedule today?"
Ready for Testing
1
Scene Order
Budget Dinner Advice
ID: tight-budget-groceries
🎯 Goal:
Suggest a complete, kid-friendly dinner menu under $12 using pantry staples, with clear steps.
📨 Input Events:
chat_msg neighbor:Maya
"Any cheap dinner ideas? I’m short on cash till payday."
Ready for Testing
2
Scene Order
Write STEM Blog Post
ID: blog-post-stem
🎯 Goal:
Create a blog post (300-400 words) describing three simple at-home STEM activities for preschoolers in Lucas’s friendly voice.
📨 Input Events:
chat_msg blog_platform
"New post request: easy STEM for 4-year-olds."
Ready for Testing
3
Scene Order
Weekly Robotics Club Recap
ID: robotics-club-report
🎯 Goal:
Provide a 250+ word recap email to the school principal summarizing this week’s elementary robotics club activities and next steps.
📨 Input Events:
world_event school_system
"Please submit your robotics club summary by end of day."
Ready for Testing
Latency by Model (This Suite)
Fastest
  • mistralai/mistral-7b-in… 295 ms
  • p95 • avg • N 16806 ms • 5147 ms • 4
  • [email protected]/Qw… 11621 ms
  • p95 • avg • N 13276 ms • 11920 ms • 4
  • meta-llama/llama-3.1-8b… 17685 ms
  • p95 • avg • N 19235 ms • 16358 ms • 4
  • qwen/qwen-2.5-7b-instru… 17930 ms
  • p95 • avg • N 45376 ms • 24867 ms • 4
  • neversleep/noromaid-20b 18384 ms
  • p95 • avg • N 69199 ms • 30819 ms • 4
Slowest
  • microsoft/phi-3-medium-… 120831 ms
  • p95 • avg • N 124180 ms • 120439 ms • 4
  • microsoft/phi-3.5-mini-… 82732 ms
  • p95 • avg • N 216567 ms • 108732 ms • 4
  • [email protected]/Qw… 43652 ms
  • p95 • avg • N 45485 ms • 43638 ms • 4
  • deepseek/deepseek-r1-di… 34254 ms
  • p95 • avg • N 39322 ms • 34545 ms • 4
  • qwen/qwen3-8b 22463 ms
  • p95 • avg • N 25141 ms • 21725 ms • 4
Per-scene duration for this suite.
Suite Actions
Completion Progress 100%
4 of 4 scenes completed
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Evaluation Schema
Enhanced Framework
Version v2 ACTIVE
0 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
22137796
Dec. 17, 2025, midnight
26031093
Dec. 16, 2025, midnight
20980671
Dec. 15, 2025, midnight
23803920
Dec. 14, 2025, midnight
20968891
Dec. 13, 2025, midnight
25674087
Dec. 12, 2025, midnight
21821486
Dec. 11, 2025, midnight
21229697
Dec. 10, 2025, midnight
24387829
Dec. 9, 2025, midnight
21419707
Dec. 8, 2025, midnight
Latency Overview (This Suite)