- Rank
- #315
- Total Output Tokens
- 766,130
- Response Time (avg)
- 81.93s
- Total Cost
- $0.129
Nemotron 3.5 Lightning (medium) vs Hy4 preview
Hy4 preview leads on average score with 4.9 vs 4.7. Nemotron 3.5 Lightning (medium) has the lower benchmark cost at $0.129 vs $0.161. Hy4 preview is faster at 40.38s vs 81.93s, with pass rates of 47.8% vs 15.9%.
Compared models
- Rank
- #310
- Total Output Tokens
- 9,430
- Response Time (avg)
- 40.38s
- Total Cost
- $0.161
Recommended model
Nemotron 3.5 Lightning (medium)
It offers the best overall trade-off: a competitive score (4.7), lower cost than Hy4 preview, and balanced response time.
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available | Hy4 preview Hy4 preview none |
|---|---|---|
| Score | 4.7 | 4.9 |
| Rank | #315 | #310 |
| Reliability | 9.8 | 6.2 |
| Consistency | 5.8 | 9.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 47.8% | 15.9% |
| Flaky tests | 12 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 5.475 |
| Total Cost | $0.129 | $0.161 |
| Input Price | $0.060 / 1M | $0.751 / 1M |
| Output Price | $0.160 / 1M | $2.251 / 1M |
| Total Input Tokens | 195,780 | 185,167 |
| Output Tokens | 167,746 | 9,430 |
| Reasoning Tokens | 598,384 | 0 |
| Response Time (avg) | 81.93s | 40.38s |
| Response Time (max) | 437.11s | 95.32s |
| Response Time (total) | 1884.31s | 928.76s |
| Parameters | 30B total (3B active) | 770B total (49B active) |
| Availability | Weights available | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#315 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 tok
#310 Hy4 preview
none
This operation was aborted
- Cost
- $0.000
- Time
- 0.0s
- 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
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 2.8 | 1.6 | 33.3% | 1 | 341.79s | 69,450 | 2,044 | 3,645 | |
| Hy4 preview | 5.0 | 10.0 | 0.0% | 0 | 65.46s | 158,791 | 2,124 | 0 |
| 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 | |
| Hy4 preview | 3.3 | 9.6 | 0.0% | 0 | 31.54s | 786 | 2,278 | 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 | |
| Hy4 preview | 3.8 | 9.4 | 0.0% | 0 | 45.53s | 6,646 | 4,103 | 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 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 75.12s | 8,758 | 176 | 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 | |
| Hy4 preview | 8.7 | 10.0 | 50.0% | 0 | 22.81s | 7,215 | 189 | 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 | |
| Hy4 preview | 6.8 | 10.0 | 33.3% | 0 | 25.61s | 740 | 25 | 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 | |
| Hy4 preview | 5.1 | 10.0 | 0.0% | 0 | 58.28s | 534 | 124 | 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 | |
| Hy4 preview | 7.0 | 8.9 | 50.0% | 0 | 47.90s | 750 | 71 | 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 | |
| Hy4 preview | 4.6 | 7.0 | 22.2% | 1 | 24.12s | 777 | 330 | 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 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 81.53s | 0 | 0 | 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 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 19.87s | 170 | 10 | 0 |
Quick Compare
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