Run Your Own LLM Evaluation
Test any models with your prompts. Start free, no credit card required.
Coding Performance with 10 Evaluators — Run
Comprehensive evaluation of 2 language models across 1 system prompt with rigorous benchmarking and scoring criteria.
8.21
gpt-oss-120b
5.00
Spread: 6.42 pts
188ms
Response time
80
8 total responses
Executive Insights
Key takeaways from this evaluation
Top Performer
gpt-oss-120b
8.21
6.42 pts ahead of #2
Model Rankings
Ranked by overall performance score
gpt-oss-120b
openai/gpt-oss-120b
Derived from how judges ranked this response against the others — not an absolute quality rating.
Responses
4
Avg Latency
188ms
Cost
$0.0004
llama-4-maverick
meta-llama/llama-4-maverick
Derived from how judges ranked this response against the others — not an absolute quality rating.
Responses
4
Avg Latency
—
Cost
$0.0004
Evaluator Consensus
How 10 evaluator models ranked the candidates via blind comparison
unanimous Agreement
All 10 evaluators agree on the top model
gpt-oss-120b
Avg Rank
1.0
Range
#1
#1 Votes
10/10
Latency
188ms
llama-4-maverick
Avg Rank
2.0
Range
#2
#1 Votes
0/10
Latency
—
gpt-5.4-mini
gemini-3.1-flash-lite-preview
claude-sonnet-4.6
minimax-m2.7
kimi-k2.5
deepseek-v3.2
grok-4.1-fast
mistral-small-2603
qwen3.5-27b
nova-2-lite-v1
Score Comparison
Visual comparison of all model scores
Performance by System Prompt
How each model performs across different evaluation contexts
Top Performer
gpt-oss-120b
8.21
Performance by Test Prompt
Model results broken down by individual test prompts
| Test Prompt | Avg Score |
|---|---|
Javascript Function 2 responses | 5.00 |
Write an Interval Merge Function 2 responses | 5.00 |
Debug Python 2 responses | 5.00 |
Refactor Javascript 2 responses | 5.00 |
About This Evaluation
Methodology, criteria weights, and evaluation confidence
8
Total Responses
80
Total Evaluations
