- Rank
- #234
- Total Output Tokens
- 760,441
- Response Time (avg)
- 70.11s
- Total Cost
- $0.156
Nemotron 3.5 Lightning (medium) vs GPT-5.6 Luna
GPT-5.6 Luna leads on average score with 5.4 vs 5.1. GPT-5.6 Luna has the lower benchmark cost at $0.029 vs $0.156. GPT-5.6 Luna is faster at 1.50s vs 70.11s, with pass rates of 48.5% vs 36.4%.
- Rank
- #221
- Total Output Tokens
- 6,709
- Response Time (avg)
- 1.50s
- Total Cost
- $0.029
Recommended model
GPT-5.6 Luna
It has the best score here (5.4), while costing about 5.5x less than Nemotron 3.5 Lightning (medium).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available | GPT-5.6 Luna GPT-5.6 Luna none |
|---|---|---|
| Score | 5.1 | 5.4 |
| Rank | #234 | #221 |
| Reliability | 9.9 | 10.0 |
| Consistency | 6.0 | 8.8 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 48.5% | 36.4% |
| Flaky tests | 11 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 2.357 |
| Total Cost | $0.156 | $0.029 |
| Input Price | $0.080 / 1M | $0.200 / 1M |
| Output Price | $0.200 / 1M | $1.200 / 1M |
| Total Input Tokens | 126,330 | 101,332 |
| Output Tokens | 165,702 | 6,709 |
| Reasoning Tokens | 594,739 | 0 |
| Response Time (avg) | 70.11s | 1.50s |
| Response Time (max) | 437.11s | 10.57s |
| Response Time (total) | 1542.52s | 33.05s |
| Parameters | 30B total (3B active) | ~400B total (~17B active) |
| Availability | Weights available | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#234 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 tok
#221 GPT-5.6 Luna
none- Cost
- $0.016
- Time
- 15.8s
- Tokens
- 2,685 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.9 | 7.9 | 66.7% | 1 | 12.34s | 696 | 6,904 | 20,862 | |
| GPT-5.6 Luna | 4.8 | 10.0 | 25.0% | 0 | 901ms | 606 | 266 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.4 | 5.1 | 33.3% | 2 | 285.47s | 7,623 | 78,065 | 297,359 | |
| GPT-5.6 Luna | 3.8 | 7.2 | 22.2% | 1 | 980ms | 7,302 | 459 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.2 | 5.8 | 66.7% | 1 | 136.91s | 98,571 | 15,769 | 112,376 | |
| GPT-5.6 Luna | 3.2 | 9.1 | 0.0% | 0 | 6.68s | 78,124 | 5,022 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.7 | 1.7 | 50.0% | 2 | 23.24s | 7,944 | 4,195 | 30,097 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 758ms | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 2.9 | 4.4 | 22.2% | 2 | 74.73s | 798 | 54,657 | 91,174 | |
| GPT-5.6 Luna | 3.6 | 7.2 | 22.2% | 1 | 784ms | 732 | 54 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 5.5 | 10.0 | 0.0% | 0 | 4.36s | 516 | 3,127 | 3,157 | |
| GPT-5.6 Luna | 5.0 | 10.0 | 0.0% | 0 | 1.00s | 477 | 150 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 8.5 | 6.8 | 83.3% | 1 | 3.75s | 723 | 531 | 4,404 | |
| GPT-5.6 Luna | 7.1 | 5.8 | 83.3% | 1 | 1.23s | 660 | 86 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.2 | 4.4 | 44.5% | 2 | 10.49s | 726 | 1,170 | 18,195 | |
| GPT-5.6 Luna | 5.3 | 10.0 | 33.3% | 0 | 790ms | 642 | 202 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 4.92s | 8,526 | 154 | 2,518 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 2.80s | 5,454 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 44.02s | 207 | 1,130 | 14,597 | |
| GPT-5.6 Luna | 3.0 | 10.0 | 0.0% | 0 | 651ms | 195 | 26 | 0 |
Quick Compare
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