- Rank
- #80
- Total Output Tokens
- 184,405
- Response Time (avg)
- 33.62s
- Total Cost
- $0.780
Nemotron 3 Ultra (medium) vs GPT-5.6 Luna (high)
The average score is effectively tied at 7.6 vs 7.6. GPT-5.6 Luna (high) has the lower benchmark cost at $0.179 vs $0.780. GPT-5.6 Luna (high) is faster at 16.49s vs 33.62s, with pass rates of 66.7% vs 69.7%.
- Rank
- #78
- Total Output Tokens
- 135,315
- Response Time (avg)
- 16.49s
- Total Cost
- $0.179
Recommended model
GPT-5.6 Luna (high)
It has the best score here (7.6), while costing about 4.4x less than Nemotron 3 Ultra (medium).
Detailed comparison
| Metric | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available | GPT-5.6 Luna GPT-5.6 Luna high |
|---|---|---|
| Score | 7.6 | 7.6 |
| Rank | #80 | #78 |
| Reliability | 9.8 | 10.0 |
| Consistency | 8.8 | 8.5 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 69.7% |
| Flaky tests | 3 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 6.100 |
| Total Cost | $0.780 | $0.179 |
| Input Price | $0.600 / 1M | $0.200 / 1M |
| Output Price | $3.600 / 1M | $1.200 / 1M |
| Total Input Tokens | 233,415 | 80,927 |
| Output Tokens | 54,384 | 5,088 |
| Reasoning Tokens | 130,021 | 130,227 |
| Response Time (avg) | 33.62s | 16.49s |
| Response Time (max) | 392.56s | 111.09s |
| Response Time (total) | 739.59s | 362.78s |
| Parameters | 550B total (55B 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.
#80 Nemotron 3 Ultra
medium
Invalid SVG
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#78 GPT-5.6 Luna
high- Cost
- $0.033
- Time
- 34.2s
- Tokens
- 5,484 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 Ultra | 10.0 | 10.0 | 100.0% | 0 | 8.62s | 780 | 835 | 1,485 | |
| GPT-5.6 Luna | 8.3 | 10.0 | 75.0% | 0 | 2.99s | 606 | 162 | 1,265 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 8.4 | 7.4 | 88.9% | 1 | 26.53s | 7,686 | 2,854 | 17,725 | |
| GPT-5.6 Luna | 5.5 | 4.7 | 55.6% | 2 | 15.63s | 7,302 | 510 | 17,746 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 6.3 | 5.8 | 66.7% | 1 | 218.25s | 204,249 | 40,954 | 78,561 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 19.05s | 57,719 | 3,366 | 8,005 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 5.68s | 7,989 | 473 | 1,285 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 2.18s | 7,140 | 234 | 470 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.6 | 7.2 | 22.2% | 1 | 35.22s | 785 | 7,637 | 18,208 | |
| GPT-5.6 Luna | 5.3 | 7.2 | 44.4% | 1 | 62.87s | 732 | 69 | 75,712 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.7 | 9.5 | 0.0% | 0 | 2.52s | 360 | 70 | 235 | |
| GPT-5.6 Luna | 5.0 | 10.0 | 0.0% | 0 | 3.65s | 477 | 117 | 563 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 9.8 | 10.0 | 100.0% | 0 | 6.35s | 765 | 182 | 1,243 | |
| GPT-5.6 Luna | 9.9 | 10.0 | 100.0% | 0 | 1.79s | 660 | 97 | 481 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 5.5 | 9.9 | 33.3% | 0 | 3.54s | 792 | 771 | 2,055 | |
| GPT-5.6 Luna | 7.6 | 7.2 | 77.8% | 1 | 14.55s | 642 | 242 | 18,281 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 9,781 | 304 | 984 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 4.98s | 5,454 | 260 | 324 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 | |
| GPT-5.6 Luna | 3.0 | 10.0 | 0.0% | 0 | 17.00s | 195 | 31 | 7,380 |
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