- Rank
- #392
- Total Output Tokens
- 4,779
- Response Time (avg)
- 15.92s
- Total Cost
- $0.009
Nemotron 3.5 Lightning vs Classify-1 (default)
Nemotron 3.5 Lightning leads on average score with 3.8 vs 2.2. Classify-1 (default) has the lower benchmark cost at $0.008 vs $0.009. Classify-1 (default) is faster at 4.58s vs 15.92s, with pass rates of 15.9% vs 18.8%.
Compared models
- Rank
- #420
- Total Output Tokens
- 164
- Response Time (avg)
- 4.58s
- Total Cost
- $0.008
Recommended model
Nemotron 3.5 Lightning
It has the strongest score in this comparison (3.8) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning none Free Available | Classify-1 Classify-1 default |
|---|---|---|
| Score | 3.8 | 2.2 |
| Rank | #392 | #420 |
| Reliability | 9.8 | 9.4 |
| Consistency | 9.3 | 4.5 |
| Attempts | 69/69 | 36/69 |
| Tests Correct | ||
| Attempt pass rate | 15.9% | 18.8% |
| Flaky tests | 2 | 2 |
| Total Runs | 69 | 36 |
| Cost per result | 0.000 | 0.261 |
| Total Cost | $0.009 | $0.008 |
| Input Price | $0.060 / 1M | $0.040 / 1M |
| Output Price | $0.160 / 1M | $0.000 / 1M |
| Cache Read Price | $0.030 / 1M | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 97,418 | 195,645 |
| Output Tokens | 4,779 | 164 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 15.92s | 4.58s |
| Response Time (max) | 339.57s | 13.35s |
| Response Time (total) | 366.20s | 55.01s |
| Parameters | 30B total (3B active) | ~1B |
| Availability | Weights available | 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.
#392 Nemotron 3.5 Lightning
none- Cost
- $0.000
- Time
- 101.6s
- Tokens
- 6,775 tok
#420 Classify-1
default
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- 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 Lightning | 3.0 | 10.0 | 0.0% | 0 | 339.57s | 23,344 | 2,048 | 0 | |
| Classify-1 | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 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 | 4.8 | 10.0 | 25.0% | 0 | 2.12s | 696 | 665 | 0 | |
| Classify-1 | 4.0 | 7.5 | 25.0% | 0 | 3.69s | 27,201 | 51 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.1 | 7.2 | 11.1% | 1 | 1.55s | 7,623 | 589 | 0 | |
| Classify-1 | 2.7 | 3.7 | 22.2% | 1 | 12.73s | 105,738 | 50 | 0 |
| Combined | 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 | 2.02s | 46,425 | 579 | 0 | |
| Classify-1 | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 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 | 6.5 | 10.0 | 50.0% | 0 | 633ms | 7,944 | 243 | 0 | |
| Classify-1 | 7.3 | 5.9 | 83.3% | 1 | 4.10s | 41,928 | 21 | 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 | 3.0 | 10.0 | 0.0% | 0 | 683ms | 798 | 24 | 0 | |
| Classify-1 | 5.3 | 10.0 | 33.3% | 0 | 1.54s | 9,723 | 18 | 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 | 4.4 | 9.9 | 0.0% | 0 | 586ms | 516 | 83 | 0 | |
| Classify-1 | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 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 | 6.5 | 10.0 | 50.0% | 0 | 511ms | 723 | 63 | 0 | |
| Classify-1 | 1.5 | 5.0 | 0.0% | 0 | 4.26s | 10,092 | 21 | 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 | 3.1 | 10.0 | 0.0% | 0 | 750ms | 726 | 227 | 0 | |
| Classify-1 | 1.0 | 3.3 | 0.0% | 0 | 1.37s | 963 | 3 | 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 | 2.8 | 1.6 | 33.3% | 1 | 1.70s | 8,416 | 246 | 0 | |
| Classify-1 | 0.0 | 0.0 | 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 | 575ms | 207 | 12 | 0 | |
| Classify-1 | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
Quick Compare
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