- Rank
- #287
- Total Output Tokens
- 659,693
- Response Time (avg)
- 77.08s
- Total Cost
- $0.111
Nemotron 3.5 Lightning (high) vs Qwen3.6 35B A3B
Qwen3.6 35B A3B leads on average score with 5.3 vs 5.2. Qwen3.6 35B A3B has the lower benchmark cost at $0.105 vs $0.111. Qwen3.6 35B A3B is faster at 8.43s vs 77.08s, with pass rates of 47.8% vs 29.0%.
Compared models
- Rank
- #284
- Total Output Tokens
- 63,781
- Response Time (avg)
- 8.43s
- Total Cost
- $0.105
Recommended model
Qwen3.6 35B A3B
It has the best score here (5.3), while responding about 9.1x faster than Nemotron 3.5 Lightning (high).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning high Free Available | Qwen3.6 35B A3B Qwen3.6 35B A3B none |
|---|---|---|
| Score | 5.2 | 5.3 |
| Rank | #287 | #284 |
| Reliability | 9.6 | 10.0 |
| Consistency | 5.7 | 7.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 47.8% | 29.0% |
| Flaky tests | 12 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 2.586 |
| Total Cost | $0.111 | $0.105 |
| Input Price | $0.060 / 1M | $0.150 / 1M |
| Output Price | $0.160 / 1M | $1.000 / 1M |
| Total Input Tokens | 170,517 | 272,479 |
| Output Tokens | 149,968 | 63,781 |
| Reasoning Tokens | 509,725 | 0 |
| Response Time (avg) | 77.08s | 8.43s |
| Response Time (max) | 490.99s | 65.61s |
| Response Time (total) | 1772.78s | 176.93s |
| Parameters | 30B total (3B active) | 35B 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.
#287 Nemotron 3.5 Lightning
high- Cost
- $0.000
- Time
- 92.8s
- Tokens
- 11,343 tok
#284 Qwen3.6 35B A3B
none- Cost
- $0.008
- Time
- 30.1s
- Tokens
- 6,317 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 3.5 Lightning | 3.5 | 8.3 | 0.0% | 0 | 490.99s | 52,501 | 1,624 | 3,472 | |
| Qwen3.6 35B A3B | 5.2 | 3.2 | 33.3% | 1 | 65.61s | 178,489 | 17,876 | 0 |
| 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 | 5.5 | 3.7 | 66.7% | 3 | 10.29s | 696 | 2,432 | 15,948 | |
| Qwen3.6 35B A3B | 3.6 | 7.6 | 16.7% | 1 | 2.10s | 696 | 1,571 | 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 | 168.41s | 7,623 | 68,533 | 242,319 | |
| Qwen3.6 35B A3B | 5.5 | 10.0 | 33.3% | 0 | 8.77s | 7,911 | 11,161 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.4 | 10.0 | 50.0% | 0 | 160.45s | 90,257 | 17,550 | 119,725 | |
| Qwen3.6 35B A3B | 3.8 | 5.8 | 33.3% | 1 | 39.54s | 74,650 | 19,202 | 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 | 7.3 | 5.9 | 83.3% | 1 | 13.99s | 7,944 | 3,210 | 16,835 | |
| Qwen3.6 35B A3B | 10.0 | 10.0 | 100.0% | 0 | 1.46s | 7,788 | 248 | 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 | 88.61s | 798 | 45,616 | 72,496 | |
| Qwen3.6 35B A3B | 2.9 | 7.2 | 11.1% | 1 | 7.76s | 792 | 10,329 | 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 | 3.7 | 9.5 | 0.0% | 0 | 7.58s | 516 | 4,331 | 4,408 | |
| Qwen3.6 35B A3B | 4.4 | 3.0 | 33.3% | 1 | 3.51s | 520 | 1,545 | 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 | 4.98s | 723 | 502 | 3,779 | |
| Qwen3.6 35B A3B | 6.2 | 5.8 | 66.7% | 1 | 1.86s | 709 | 1,264 | 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 | 3.6 | 1.8 | 44.4% | 3 | 6.09s | 726 | 1,236 | 9,851 | |
| Qwen3.6 35B A3B | 3.2 | 9.9 | 0.0% | 0 | 1.07s | 714 | 573 | 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 | 6.92s | 8,526 | 3,745 | 3,781 | |
| Qwen3.6 35B A3B | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 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 | 77.98s | 207 | 1,189 | 17,111 | |
| Qwen3.6 35B A3B | 3.0 | 10.0 | 0.0% | 0 | 414ms | 210 | 12 | 0 |
Quick Compare
Switch Comparison Pair
Ling 3.0 FlashnonevsNemotron 3.5 LightninghighFree AvailableNemotron 3.5 LightninghighFree AvailablevsInkling SmalllowFree AvailableQwen3.6 35B A3BnonevsInkling SmalllowFree AvailableGranite 4.2 8BlowvsQwen3.6 35B A3BnoneMistral Small 4mediumvsNemotron 3.5 LightninghighFree AvailableMistral Small 4nonevsNemotron 3.5 LightninghighFree AvailableMercury 2.5lowvsNemotron 3.5 LightninghighFree AvailableNemotron 3.5 LightninghighFree AvailablevsLaguna XS 2.1noneFree AvailableKAT Coder AIR V2.5mediumvsNemotron 3.5 LightninghighFree AvailableNemotron 3.5 LightninghighFree AvailablevsMiMo-V2.5-PrononeKAT Coder AIR V2.5highvsQwen3.6 35B A3BnoneQwen3.6 35B A3BnonevsStep 3.5 Flashmedium