- Rank
- #295
- Total Output Tokens
- 760,441
- Response Time (avg)
- 70.11s
- Total Cost
- $0.156
Nemotron 3.5 Lightning (medium) vs Qwen3 Coder Next
The average score is effectively tied at 5.1 vs 5.1. Qwen3 Coder Next has the lower benchmark cost at $0.026 vs $0.156. Qwen3 Coder Next is faster at 8.63s vs 70.11s, with pass rates of 48.5% vs 25.8%.
Compared models
- Rank
- #299
- Total Output Tokens
- 11,808
- Response Time (avg)
- 8.63s
- Total Cost
- $0.026
Recommended model
Qwen3 Coder Next
It has the best score here (5.1), while costing about 6.1x less than Nemotron 3.5 Lightning (medium).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available | Qwen3 Coder Next Qwen3 Coder Next none |
|---|---|---|
| Score | 5.1 | 5.1 |
| Rank | #295 | #299 |
| Reliability | 9.9 | 10.0 |
| Consistency | 6.0 | 9.7 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 48.5% | 25.8% |
| Flaky tests | 11 | 1 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 0.488 |
| Total Cost | $0.156 | $0.026 |
| Input Price | $0.080 / 1M | $0.120 / 1M |
| Output Price | $0.200 / 1M | $0.800 / 1M |
| Total Input Tokens | 126,330 | 134,227 |
| Output Tokens | 165,702 | 11,808 |
| Reasoning Tokens | 594,739 | 0 |
| Response Time (avg) | 70.11s | 8.63s |
| Response Time (max) | 437.11s | 45.14s |
| Response Time (total) | 1542.52s | 146.72s |
| Parameters | 30B total (3B 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.
#295 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 tok
#299 Qwen3 Coder Next
none
Invalid SVG
- Cost
- $0.058
- Time
- 246.3s
- Tokens
- 64,126 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 |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.9 | 7.9 | 66.7% | 1 | 12.34s | 696 | 6,904 | 20,862 | |
| Qwen3 Coder Next | 3.6 | 10.0 | 0.0% | 0 | 3.31s | 645 | 1,321 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.4 | 5.1 | 33.3% | 2 | 285.47s | 7,623 | 78,065 | 297,359 | |
| Qwen3 Coder Next | 4.6 | 7.9 | 22.2% | 1 | 2.22s | 7,442 | 621 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.2 | 5.8 | 66.7% | 1 | 136.91s | 98,571 | 15,769 | 112,376 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 30.86s | 107,180 | 8,541 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.7 | 1.7 | 50.0% | 2 | 23.24s | 7,944 | 4,195 | 30,097 | |
| Qwen3 Coder Next | 6.5 | 10.0 | 50.0% | 0 | 1.32s | 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 3.5 Lightning | 2.9 | 4.4 | 22.2% | 2 | 74.73s | 798 | 54,657 | 91,174 | |
| Qwen3 Coder Next | 5.3 | 10.0 | 33.3% | 0 | 871ms | 762 | 26 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 5.5 | 10.0 | 0.0% | 0 | 4.36s | 516 | 3,127 | 3,157 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 1.34s | 498 | 152 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 8.5 | 6.8 | 83.3% | 1 | 3.75s | 723 | 531 | 4,404 | |
| Qwen3 Coder Next | 6.3 | 10.0 | 50.0% | 0 | 7.78s | 684 | 63 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.2 | 4.4 | 44.5% | 2 | 10.49s | 726 | 1,170 | 18,195 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 24.34s | 678 | 571 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 4.92s | 8,526 | 154 | 2,518 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 2.47s | 8,364 | 255 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 44.02s | 207 | 1,130 | 14,597 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 601ms | 216 | 12 | 0 |
Quick Compare
Switch Comparison Pair
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