- Rank
- #320
- Total Output Tokens
- 665,174
- Response Time (avg)
- 59.81s
- Total Cost
- $0.140
Nemotron 3.5 Lightning (low) vs GPT-5.4 Nano
The average score is effectively tied at 4.8 vs 4.8. GPT-5.4 Nano has the lower benchmark cost at $0.041 vs $0.140. GPT-5.4 Nano is faster at 2.56s vs 59.81s, with pass rates of 42.4% vs 27.3%.
Compared models
- Rank
- #321
- Total Output Tokens
- 13,794
- Response Time (avg)
- 2.56s
- Total Cost
- $0.041
Recommended model
GPT-5.4 Nano
It has the best score here (4.8), while costing about 3.5x less than Nemotron 3.5 Lightning (low).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning low Free Available | GPT-5.4 Nano GPT-5.4 Nano none |
|---|---|---|
| Score | 4.8 | 4.8 |
| Rank | #320 | #321 |
| Reliability | 9.8 | 10.0 |
| Consistency | 6.8 | 8.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 42.4% | 27.3% |
| Flaky tests | 9 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 1.011 |
| Total Cost | $0.140 | $0.041 |
| Input Price | $0.080 / 1M | $0.200 / 1M |
| Output Price | $0.200 / 1M | $1.250 / 1M |
| Total Input Tokens | 138,792 | 115,933 |
| Output Tokens | 142,972 | 13,794 |
| Reasoning Tokens | 522,202 | 0 |
| Response Time (avg) | 59.81s | 2.56s |
| Response Time (max) | 312.21s | 25.50s |
| Response Time (total) | 1315.80s | 56.37s |
| Parameters | 30B total (3B active) | ~120B total (~5B active) |
| Availability | Weights available | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#320 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 tok
#321 GPT-5.4 Nano
none- Cost
- $0.008
- Time
- 46.1s
- Tokens
- 5,735 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 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 | |
| GPT-5.4 Nano | 3.5 | 8.0 | 16.7% | 1 | 1.18s | 606 | 800 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.0 | 7.8 | 11.1% | 1 | 224.42s | 7,522 | 72,614 | 262,558 | |
| GPT-5.4 Nano | 4.6 | 7.9 | 22.2% | 1 | 2.22s | 7,305 | 613 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.3 | 10.0 | 50.0% | 0 | 142.36s | 111,134 | 17,771 | 117,066 | |
| GPT-5.4 Nano | 3.0 | 10.0 | 0.0% | 0 | 14.67s | 92,731 | 11,290 | 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 | 2.9 | 5.8 | 16.7% | 1 | 31.32s | 7,944 | 3,462 | 17,930 | |
| GPT-5.4 Nano | 6.5 | 10.0 | 50.0% | 0 | 1.11s | 7,140 | 219 | 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 | 3.6 | 7.2 | 22.2% | 1 | 52.66s | 798 | 40,719 | 74,528 | |
| GPT-5.4 Nano | 2.9 | 7.2 | 11.1% | 1 | 880ms | 732 | 52 | 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 | 3.7 | 9.5 | 0.0% | 0 | 4.61s | 516 | 2,794 | 2,933 | |
| GPT-5.4 Nano | 3.8 | 2.5 | 33.3% | 1 | 1.31s | 477 | 180 | 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 | 8.4 | 6.9 | 83.3% | 1 | 5.46s | 723 | 434 | 4,423 | |
| GPT-5.4 Nano | 6.3 | 10.0 | 50.0% | 0 | 784ms | 660 | 89 | 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 | 3.6 | 1.8 | 44.4% | 3 | 6.21s | 726 | 1,402 | 11,841 | |
| GPT-5.4 Nano | 5.4 | 10.0 | 33.3% | 0 | 1.25s | 642 | 308 | 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 | 5.08s | 8,526 | 124 | 2,685 | |
| GPT-5.4 Nano | 10.0 | 10.0 | 100.0% | 0 | 3.40s | 5,445 | 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 | 38.68s | 207 | 1,421 | 14,975 | |
| GPT-5.4 Nano | 3.0 | 10.0 | 0.0% | 0 | 773ms | 195 | 21 | 0 |
Quick Compare
Switch Comparison Pair
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