- Rank
- #82
- Total Output Tokens
- 608,283
- Response Time (avg)
- 49.88s
- Total Cost
- $0.349
Nemotron 3.5 Super VL (high) vs Qwen3.8 Max (0902) (low)
Qwen3.8 Max (0902) (low) leads on average score with 8.6 vs 8.4. Nemotron 3.5 Super VL (high) has the lower benchmark cost at $0.349 vs $1.131. Qwen3.8 Max (0902) (low) is faster at 29.07s vs 49.88s, with pass rates of 82.6% vs 85.5%.
Compared models
- Rank
- #76
- Total Output Tokens
- 88,923
- Response Time (avg)
- 29.07s
- Total Cost
- $1.131
Recommended model
Nemotron 3.5 Super VL (high)
Its score stays close to the best score here (8.4 vs 8.6), while costing about 3.2x less than Qwen3.8 Max (0902) (low).
Detailed comparison
| Metric | Nemotron 3.5 Super VL Nemotron 3.5 Super VL high Free Available | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low |
|---|---|---|
| Score | 8.4 | 8.6 |
| Rank | #82 | #76 |
| Reliability | 9.9 | 10.0 |
| Consistency | 8.0 | 9.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 82.6% | 85.5% |
| Flaky tests | 6 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 2.324 | 6.283 |
| Total Cost | $0.349 | $1.131 |
| Input Price | $0.150 / 1M | $2.000 / 1M |
| Output Price | $0.500 / 1M | $6.000 / 1M |
| Cache Read Price | $0.020 / 1M | $0.250 / 1M |
| Cache Write Price | N/A | $2.500 / 1M |
| Total Input Tokens | 296,001 | 298,682 |
| Output Tokens | 8,105 | 8,374 |
| Reasoning Tokens | 600,178 | 80,549 |
| Response Time (avg) | 49.88s | 29.07s |
| Response Time (max) | 310.51s | 207.79s |
| Response Time (total) | 1147.24s | 668.66s |
| Parameters | 120B total (12B active) | 2.4T total (~100B active) |
| Availability | Open source | Closed |
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.
#82 Nemotron 3.5 Super VL
high- Cost
- $0.005
- Time
- 25.6s
- Tokens
- 9,076 tok
#76 Qwen3.8 Max (0902)
low- Cost
- $0.014
- Time
- 41.2s
- Tokens
- 2,421 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 112.72s | 181,991 | 1,564 | 9,403 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 136.04s | 194,728 | 2,052 | 11,006 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 6.75s | 696 | 178 | 3,733 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.72s | 984 | 212 | 1,854 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 8.4 | 7.4 | 88.9% | 1 | 59.18s | 7,623 | 352 | 133,374 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 37.42s | 8,127 | 485 | 17,404 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 7.3 | 5.8 | 83.3% | 1 | 183.49s | 86,115 | 5,038 | 61,085 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 113.88s | 74,767 | 4,562 | 29,335 |
| 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 Super VL | 10.0 | 10.0 | 100.0% | 0 | 3.65s | 7,944 | 250 | 5,488 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,938 | 261 | 2,254 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 4.1 | 4.4 | 44.5% | 2 | 113.75s | 790 | 22 | 362,061 | |
| Qwen3.8 Max (0902) | 5.3 | 7.2 | 44.4% | 1 | 34.93s | 1,014 | 45 | 13,881 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 6.5 | 3.4 | 66.7% | 1 | 14.34s | 516 | 75 | 2,621 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 8.91s | 594 | 120 | 820 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 8.5 | 6.8 | 83.3% | 1 | 6.10s | 723 | 75 | 2,466 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 855 | 90 | 866 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 726 | 225 | 6,843 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 930 | 275 | 1,248 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 35.56s | 8,670 | 273 | 996 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 8,463 | 249 | 126 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 3.0 | 10.0 | 0.0% | 0 | 39.39s | 207 | 53 | 12,108 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 |
Quick Compare
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