- Rank
- #224
- Total Output Tokens
- 25,426
- Response Time (avg)
- 20.72s
- Total Cost
- $0.021
DeepSeek V4 Flash 0731 vs Nemotron 3.5 Lightning (medium)
DeepSeek V4 Flash 0731 leads on average score with 5.4 vs 5.1. DeepSeek V4 Flash 0731 has the lower benchmark cost at $0.021 vs $0.156. DeepSeek V4 Flash 0731 is faster at 20.72s vs 70.11s, with pass rates of 27.3% vs 48.5%.
- Rank
- #234
- Total Output Tokens
- 760,441
- Response Time (avg)
- 70.11s
- Total Cost
- $0.156
Recommended model
DeepSeek V4 Flash 0731
It has the best score here (5.4), while costing about 7.6x less than Nemotron 3.5 Lightning (medium).
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 none | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available |
|---|---|---|
| Score | 5.4 | 5.1 |
| Rank | #224 | #234 |
| Reliability | 10.0 | 9.9 |
| Consistency | 8.6 | 6.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 27.3% | 48.5% |
| Flaky tests | 4 | 11 |
| Total Runs | 66 | 66 |
| Cost per result | 0.509 | 0.000 |
| Total Cost | $0.021 | $0.156 |
| Input Price | $0.140 / 1M | $0.080 / 1M |
| Output Price | $0.280 / 1M | $0.200 / 1M |
| Total Input Tokens | 94,566 | 126,330 |
| Output Tokens | 25,426 | 165,702 |
| Reasoning Tokens | 0 | 594,739 |
| Response Time (avg) | 20.72s | 70.11s |
| Response Time (max) | 387.15s | 437.11s |
| Response Time (total) | 455.81s | 1542.52s |
| Parameters | 284B total (13B active) | 30B total (3B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#224 DeepSeek V4 Flash 0731
none- Cost
- $0.004
- Time
- 198.4s
- Tokens
- 14,316 tok
#234 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.4 | 8.3 | 8.3% | 1 | 4.19s | 540 | 801 | 0 | |
| Nemotron 3.5 Lightning | 6.9 | 7.9 | 66.7% | 1 | 12.34s | 696 | 6,904 | 20,862 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 4.3 | 10.0 | 0.0% | 0 | 1.72s | 7,275 | 505 | 0 | |
| Nemotron 3.5 Lightning | 4.4 | 5.1 | 33.3% | 2 | 285.47s | 7,623 | 78,065 | 297,359 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.7 | 1.8 | 50.0% | 2 | 202.44s | 65,531 | 22,822 | 0 | |
| Nemotron 3.5 Lightning | 6.2 | 5.8 | 66.7% | 1 | 136.91s | 98,571 | 15,769 | 112,376 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 2.37s | 7,290 | 199 | 0 | |
| Nemotron 3.5 Lightning | 3.7 | 1.7 | 50.0% | 2 | 23.24s | 7,944 | 4,195 | 30,097 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 5.3 | 10.0 | 33.3% | 0 | 1.17s | 675 | 26 | 0 | |
| Nemotron 3.5 Lightning | 2.9 | 4.4 | 22.2% | 2 | 74.73s | 798 | 54,657 | 91,174 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 4.4 | 9.9 | 0.0% | 0 | 3.22s | 471 | 153 | 0 | |
| Nemotron 3.5 Lightning | 5.5 | 10.0 | 0.0% | 0 | 4.36s | 516 | 3,127 | 3,157 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 5.0 | 6.8 | 33.3% | 1 | 1.42s | 627 | 69 | 0 | |
| Nemotron 3.5 Lightning | 8.5 | 6.8 | 83.3% | 1 | 3.75s | 723 | 531 | 4,404 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.2 | 9.9 | 0.0% | 0 | 2.74s | 594 | 302 | 0 | |
| Nemotron 3.5 Lightning | 4.2 | 4.4 | 44.5% | 2 | 10.49s | 726 | 1,170 | 18,195 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 9.5 | 10.0 | 100.0% | 0 | 4.61s | 11,380 | 536 | 0 | |
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 4.92s | 8,526 | 154 | 2,518 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 1.85s | 183 | 13 | 0 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 44.02s | 207 | 1,130 | 14,597 |
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