- Rank
- #295
- Total Output Tokens
- 760,441
- Response Time (avg)
- 70.11s
- Total Cost
- $0.156
Nemotron 3.5 Lightning (medium) vs Qwen3.5-9B
Nemotron 3.5 Lightning (medium) leads on average score with 5.1 vs 5.1. Qwen3.5-9B has the lower benchmark cost at $0.021 vs $0.156. Qwen3.5-9B is faster at 19.19s vs 70.11s, with pass rates of 48.5% vs 19.7%.
Compared models
- Rank
- #302
- Total Output Tokens
- 37,484
- Response Time (avg)
- 19.19s
- Total Cost
- $0.021
Recommended model
Qwen3.5-9B
Its score stays close to the best score here (5.1 vs 5.1), while costing about 7.8x less than Nemotron 3.5 Lightning (medium).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available | Qwen3.5-9B Qwen3.5-9B none |
|---|---|---|
| Score | 5.1 | 5.1 |
| Rank | #295 | #302 |
| Reliability | 9.9 | 10.0 |
| Consistency | 6.0 | 9.7 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 48.5% | 19.7% |
| Flaky tests | 11 | 1 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 0.490 |
| Total Cost | $0.156 | $0.021 |
| Input Price | $0.080 / 1M | $0.100 / 1M |
| Output Price | $0.200 / 1M | $0.150 / 1M |
| Total Input Tokens | 126,330 | 144,416 |
| Output Tokens | 165,702 | 37,484 |
| Reasoning Tokens | 594,739 | 0 |
| Response Time (avg) | 70.11s | 19.19s |
| Response Time (max) | 437.11s | 382.06s |
| Response Time (total) | 1542.52s | 422.25s |
| Parameters | 30B total (3B active) | 9B |
| Availability | Weights available | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#295 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 tok
#302 Qwen3.5-9B
none
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 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 | |
| Qwen3.5-9B | 3.1 | 9.9 | 0.0% | 0 | 1.71s | 696 | 582 | 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 | |
| Qwen3.5-9B | 3.9 | 7.8 | 11.1% | 1 | 5.60s | 7,913 | 1,042 | 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 | |
| Qwen3.5-9B | 3.0 | 10.0 | 0.0% | 0 | 193.98s | 116,763 | 34,787 | 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 | |
| Qwen3.5-9B | 10.0 | 10.0 | 100.0% | 0 | 847ms | 7,788 | 249 | 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 | |
| Qwen3.5-9B | 3.0 | 10.0 | 0.0% | 0 | 636ms | 798 | 24 | 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 | |
| Qwen3.5-9B | 4.4 | 9.9 | 0.0% | 0 | 552ms | 522 | 99 | 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 | |
| Qwen3.5-9B | 6.5 | 10.0 | 50.0% | 0 | 514ms | 711 | 75 | 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 | |
| Qwen3.5-9B | 3.2 | 10.0 | 0.0% | 0 | 621ms | 714 | 347 | 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 | |
| Qwen3.5-9B | 10.0 | 10.0 | 100.0% | 0 | 1.27s | 8,301 | 273 | 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 | |
| Qwen3.5-9B | 3.0 | 10.0 | 0.0% | 0 | 2.32s | 210 | 6 | 0 |
Quick Compare
Switch Comparison Pair
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