- Rank
- #333
- Total Output Tokens
- 9,074
- Response Time (avg)
- 7.11s
- Total Cost
- $0.016
Nemotron 3 Super vs Qwen3 Coder Next (medium)
Qwen3 Coder Next (medium) leads on average score with 4.7 vs 4.5. Nemotron 3 Super has the lower benchmark cost at $0.016 vs $0.069. Nemotron 3 Super is faster at 7.11s vs 16.97s, with pass rates of 27.5% vs 24.6%.
Compared models
- Rank
- #319
- Total Output Tokens
- 40,395
- Response Time (avg)
- 16.97s
- Total Cost
- $0.069
Recommended model
Nemotron 3 Super
Its score stays close to the best score here (4.5 vs 4.7), while costing about 4.3x less than Qwen3 Coder Next (medium).
Detailed comparison
| Metric | Nemotron 3 Super Nemotron 3 Super none Free Available | Qwen3 Coder Next Qwen3 Coder Next medium |
|---|---|---|
| Score | 4.5 | 4.7 |
| Rank | #333 | #319 |
| Reliability | 9.5 | 10.0 |
| Consistency | 8.9 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 27.5% | 24.6% |
| Flaky tests | 3 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.034 | 2.280 |
| Total Cost | $0.016 | $0.069 |
| Input Price | $0.080 / 1M | $0.120 / 1M |
| Output Price | $0.450 / 1M | $0.800 / 1M |
| Total Input Tokens | 146,361 | 311,647 |
| Output Tokens | 9,074 | 40,395 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 7.11s | 16.97s |
| Response Time (max) | 30.51s | 151.35s |
| Response Time (total) | 163.46s | 305.55s |
| Parameters | 120B total (12B active) | 80B total (3B 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.
#333 Nemotron 3 Super
none- Cost
- $0.000
- Time
- 137.8s
- Tokens
- 2,447 tok
#319 Qwen3 Coder Next
medium
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
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 2.8 | 1.6 | 33.3% | 1 | 30.51s | 82,833 | 2,642 | 0 | |
| Qwen3 Coder Next | 5.0 | 10.0 | 0.0% | 0 | 151.35s | 163,444 | 21,326 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 4.8 | 10.0 | 25.0% | 0 | 4.46s | 671 | 2,322 | 0 | |
| Qwen3 Coder Next | 3.5 | 8.1 | 16.7% | 1 | 8.64s | 645 | 1,252 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 3.3 | 7.2 | 11.1% | 1 | 2.64s | 7,627 | 571 | 0 | |
| Qwen3 Coder Next | 3.7 | 7.2 | 22.2% | 1 | 924ms | 7,185 | 336 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 3.0 | 10.0 | 0.0% | 0 | 18.22s | 35,803 | 856 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 14.65s | 121,413 | 16,067 | 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 Super | 10.0 | 10.0 | 100.0% | 0 | 7.92s | 7,944 | 249 | 0 | |
| Qwen3 Coder Next | 6.5 | 10.0 | 50.0% | 0 | 81.80s | 7,758 | 246 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 3.0 | 10.0 | 0.0% | 0 | 6.78s | 798 | 24 | 0 | |
| Qwen3 Coder Next | 3.6 | 7.2 | 22.2% | 1 | 570ms | 762 | 25 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 4.6 | 10.0 | 0.0% | 0 | 950ms | 500 | 134 | 0 | |
| Qwen3 Coder Next | 6.3 | 3.4 | 66.7% | 1 | 1.39s | 498 | 142 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 6.3 | 10.0 | 50.0% | 0 | 804ms | 723 | 66 | 0 | |
| Qwen3 Coder Next | 6.3 | 10.0 | 50.0% | 0 | 7.49s | 684 | 63 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 5.5 | 10.0 | 33.3% | 0 | 2.36s | 714 | 1,125 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 1.25s | 678 | 671 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 4.7 | 1.6 | 66.7% | 1 | 16.00s | 8,541 | 281 | 0 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 2.64s | 8,364 | 255 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Super | 3.0 | 10.0 | 0.0% | 0 | 8.94s | 207 | 804 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 399ms | 216 | 12 | 0 |
Quick Compare
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