- Rank
- #134
- Total Output Tokens
- 792,033
- Response Time (avg)
- 84.94s
- Total Cost
- $0.437
Nemotron 3.5 Super VL (medium) vs Qwen3.7 Flash (low)
The average score is effectively tied at 7.7 vs 7.7. Qwen3.7 Flash (low) has the lower benchmark cost at $0.071 vs $0.437. Qwen3.7 Flash (low) is faster at 41.03s vs 84.94s, with pass rates of 72.5% vs 68.1%.
Compared models
- Rank
- #137
- Total Output Tokens
- 331,107
- Response Time (avg)
- 41.03s
- Total Cost
- $0.071
Recommended model
Qwen3.7 Flash (low)
It has the best score here (7.7), while costing about 6.2x less than Nemotron 3.5 Super VL (medium).
Detailed comparison
| Metric | Nemotron 3.5 Super VL Nemotron 3.5 Super VL medium Free Available | Qwen3.7 Flash Qwen3.7 Flash low |
|---|---|---|
| Score | 7.7 | 7.7 |
| Rank | #134 | #137 |
| Reliability | 9.8 | 10.0 |
| Consistency | 8.3 | 8.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 72.5% | 68.1% |
| Flaky tests | 5 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 3.118 | 0.439 |
| Total Cost | $0.437 | $0.071 |
| Input Price | $0.150 / 1M | $0.030 / 1M |
| Output Price | $0.500 / 1M | $0.130 / 1M |
| Cache Read Price | $0.020 / 1M | $0.006 / 1M |
| Cache Write Price | N/A | $0.039 / 1M |
| Total Input Tokens | 269,143 | 318,058 |
| Output Tokens | 6,833 | 16,035 |
| Reasoning Tokens | 785,200 | 315,072 |
| Response Time (avg) | 84.94s | 41.03s |
| Response Time (max) | 527.47s | 394.54s |
| Response Time (total) | 1953.70s | 943.75s |
| Parameters | 120B total (12B active) | ~35B total (~3B 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.
#134 Nemotron 3.5 Super VL
medium- Cost
- $0.004
- Time
- 68.1s
- Tokens
- 9,798 tok
#137 Qwen3.7 Flash
low
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 113.57s | 167,096 | 1,566 | 8,445 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 106.71s | 225,867 | 1,749 | 25,339 |
| 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 | 5.94s | 696 | 201 | 5,760 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 10.29s | 672 | 680 | 14,285 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 5.9 | 7.2 | 55.6% | 1 | 278.59s | 6,261 | 300 | 441,080 | |
| Qwen3.7 Flash | 6.7 | 7.8 | 55.6% | 1 | 42.36s | 7,893 | 428 | 56,419 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Super VL | 6.4 | 5.8 | 66.7% | 1 | 112.20s | 75,514 | 3,686 | 45,873 | |
| Qwen3.7 Flash | 6.4 | 5.8 | 66.7% | 1 | 217.77s | 64,756 | 11,880 | 131,432 |
| 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 | 6.69s | 7,944 | 255 | 6,694 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 15.44s | 7,782 | 270 | 12,503 |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 196.68s | 790 | 29 | 249,296 | |
| Qwen3.7 Flash | 3.6 | 7.2 | 22.2% | 1 | 37.60s | 780 | 60 | 38,897 |
| 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 | 12.72s | 516 | 120 | 1,837 | |
| Qwen3.7 Flash | 4.0 | 9.3 | 0.0% | 0 | 14.37s | 516 | 128 | 5,423 |
| 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 | 9.9 | 10.0 | 100.0% | 0 | 4.34s | 723 | 75 | 2,554 | |
| Qwen3.7 Flash | 8.5 | 6.8 | 83.3% | 1 | 9.88s | 699 | 99 | 8,147 |
| 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 | 8.2 | 7.7 | 77.8% | 1 | 11.82s | 726 | 265 | 8,130 | |
| Qwen3.7 Flash | 7.3 | 5.2 | 77.8% | 2 | 9.79s | 696 | 382 | 10,763 |
| 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 | 36.33s | 8,670 | 284 | 1,110 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 7.66s | 8,193 | 335 | 2,172 |
| 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 | 59.55s | 207 | 52 | 14,421 | |
| Qwen3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 18.42s | 204 | 24 | 9,692 |
Quick Compare
Switch Comparison Pair
Muse Glimmer 30BhighvsNemotron 3.5 Super VLmediumFree AvailableNemotron 3.5 Super VLmediumFree AvailablevsGPT-6 LunahighMuse WonderhighvsNemotron 3.5 Super VLmediumFree AvailableMuse Glimmer 30BmediumvsQwen3.7 FlashlowClaude Haiku 5.5mediumvsQwen3.7 FlashlowMuse Glimmer 30BhighvsQwen3.7 FlashlowGPT-6 LunahighvsQwen3.7 FlashlowMuse WonderhighvsQwen3.7 FlashlowMuse WonderxhighvsQwen3.7 FlashlowMuse WonderxhighvsNemotron 3.5 Super VLmediumFree AvailableNemotron 3.5 Super VLmediumFree AvailablevsGrok 4.5lowNemotron 3.5 Super VLmediumFree AvailablevsQwen3.7 Plusnone