- Rank
- #108
- Total Output Tokens
- 203,134
- Response Time (avg)
- 55.99s
- Total Cost
- $0.261
DeepSeek V4 Flash 0423 (high) vs Nemotron 3 Ultra (medium)
DeepSeek V4 Flash 0423 (high) leads on average score with 8.1 vs 8.0. DeepSeek V4 Flash 0423 (high) has the lower benchmark cost at $0.261 vs $0.674. Nemotron 3 Ultra (medium) is faster at 40.33s vs 55.99s, with pass rates of 71.0% vs 68.1%.
Compared models
- Rank
- #111
- Total Output Tokens
- 196,626
- Response Time (avg)
- 40.33s
- Total Cost
- $0.674
Recommended model
DeepSeek V4 Flash 0423 (high)
It has the best score here (8.1), while costing about 2.6x less than Nemotron 3 Ultra (medium).
Detailed comparison
| Metric | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 high | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available |
|---|---|---|
| Score | 8.1 | 8.0 |
| Rank | #108 | #111 |
| Reliability | 10.0 | 9.8 |
| Consistency | 8.6 | 8.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 68.1% |
| Flaky tests | 4 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 0.547 | 0.000 |
| Total Cost | $0.261 | $0.674 |
| Input Price | $0.002 / 1M | $0.500 / 1M |
| Output Price | $1.280 / 1M | $2.200 / 1M |
| Cache Read Price | $0.002 / 1M | $0.100 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 298,794 | 482,754 |
| Output Tokens | 45,873 | 62,455 |
| Reasoning Tokens | 188,721 | 141,067 |
| Response Time (avg) | 55.99s | 40.33s |
| Response Time (max) | 218.13s | 392.56s |
| Response Time (total) | 1287.87s | 927.65s |
| Parameters | 284B total (13B active) | 550B total (55B active) |
| Availability | Open source | Weights available |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#108 DeepSeek V4 Flash 0423
high- Cost
- $0.003
- Time
- 93.1s
- Tokens
- 7,926 tok
#111 Nemotron 3 Ultra
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 148.13s | 190,314 | 8,644 | 14,640 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 188.06s | 249,339 | 8,071 | 11,046 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 8.3 | 10.0 | 75.0% | 0 | 28.51s | 540 | 140 | 7,770 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 8.62s | 780 | 835 | 1,485 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 7.8 | 10.0 | 66.7% | 0 | 50.60s | 7,279 | 395 | 34,862 | |
| Nemotron 3 Ultra | 8.4 | 7.4 | 88.9% | 1 | 26.53s | 7,686 | 2,854 | 17,725 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 6.4 | 5.8 | 66.7% | 1 | 104.10s | 82,663 | 4,633 | 37,533 | |
| Nemotron 3 Ultra | 6.3 | 5.8 | 66.7% | 1 | 218.25s | 204,249 | 40,954 | 78,561 |
| 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 0423 | 10.0 | 10.0 | 100.0% | 0 | 28.03s | 7,290 | 201 | 1,179 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 5.68s | 7,989 | 473 | 1,285 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.6 | 7.2 | 22.2% | 1 | 115.42s | 754 | 22,778 | 79,643 | |
| Nemotron 3 Ultra | 3.6 | 7.2 | 22.2% | 1 | 35.22s | 785 | 7,637 | 18,208 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 6.1 | 3.1 | 66.7% | 1 | 25.15s | 471 | 79 | 632 | |
| Nemotron 3 Ultra | 3.7 | 9.5 | 0.0% | 0 | 2.52s | 360 | 70 | 235 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 15.36s | 627 | 63 | 1,622 | |
| Nemotron 3 Ultra | 9.8 | 10.0 | 100.0% | 0 | 6.35s | 765 | 182 | 1,243 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 8.2 | 7.2 | 88.9% | 1 | 26.11s | 594 | 196 | 1,767 | |
| Nemotron 3 Ultra | 5.5 | 9.9 | 33.3% | 0 | 3.54s | 792 | 771 | 2,055 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 74.73s | 8,079 | 228 | 542 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 9,781 | 304 | 984 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 54.46s | 183 | 8,516 | 8,531 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 |
Quick Compare
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