- Rank
- #378
- Total Output Tokens
- 647,336
- Response Time (avg)
- 83.19s
- Total Cost
- $0.175
Nemotron 3.5 Lightning (low) vs Laguna S 2.1 (low)
The average score is effectively tied at 4.6 vs 4.6. Laguna S 2.1 (low) has the lower benchmark cost at $0.108 vs $0.175. Nemotron 3.5 Lightning (low) is faster at 83.19s vs 88.24s, with pass rates of 40.6% vs 23.2%.
Compared models
- Rank
- #377
- Total Output Tokens
- 437,706
- Response Time (avg)
- 88.24s
- Total Cost
- $0.108
Recommended model
Laguna S 2.1 (low)
It has the best score here (4.6), while costing about 1.6x less than Nemotron 3.5 Lightning (low).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning low Free Available | Laguna S 2.1 Laguna S 2.1 low Free Available |
|---|---|---|
| Score | 4.6 | 4.6 |
| Rank | #378 | #377 |
| Reliability | 9.5 | 10.0 |
| Consistency | 6.8 | 7.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 40.6% | 23.2% |
| Flaky tests | 9 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 3.627 |
| Total Cost | $0.175 | $0.108 |
| Input Price | $0.060 / 1M | $0.090 / 1M |
| Output Price | $0.160 / 1M | $0.180 / 1M |
| Cache Read Price | $0.030 / 1M | $0.009 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 207,883 | 232,641 |
| Output Tokens | 144,718 | 69,335 |
| Reasoning Tokens | 525,897 | 426,182 |
| Response Time (avg) | 83.19s | 88.24s |
| Response Time (max) | 597.61s | 814.73s |
| Response Time (total) | 1913.41s | 2029.57s |
| Parameters | 30B total (3B active) | 118B total (8B active) |
| Availability | Weights available | Weights available |
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.
#378 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 tok
#377 Laguna S 2.1
low- Cost
- $0.001
- Time
- 6.6s
- Tokens
- 1,314 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 | 3.5 | 8.3 | 0.0% | 0 | 597.61s | 69,091 | 1,746 | 3,695 | |
| Laguna S 2.1 | 2.8 | 1.6 | 33.3% | 1 | 152.08s | 113,889 | 1,512 | 42,297 |
| 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 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 | |
| Laguna S 2.1 | 3.4 | 7.4 | 8.3% | 1 | 80.66s | 616 | 311 | 43,722 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.0 | 7.8 | 11.1% | 1 | 224.42s | 7,522 | 72,614 | 262,558 | |
| Laguna S 2.1 | 3.8 | 7.1 | 22.2% | 1 | 167.51s | 7,917 | 58,111 | 119,138 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.3 | 10.0 | 50.0% | 0 | 142.36s | 111,134 | 17,771 | 117,066 | |
| Laguna S 2.1 | 3.2 | 5.2 | 16.7% | 1 | 412.50s | 92,870 | 8,211 | 174,584 |
| 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 | 2.9 | 5.8 | 16.7% | 1 | 31.32s | 7,944 | 3,462 | 17,930 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 7,689 | 243 | 1,981 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 3.6 | 7.2 | 22.2% | 1 | 52.66s | 798 | 40,719 | 74,528 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 2.46s | 771 | 24 | 2,606 |
| 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 | 4.61s | 516 | 2,794 | 2,933 | |
| Laguna S 2.1 | 4.8 | 10.0 | 0.0% | 0 | 650ms | 513 | 120 | 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 | 8.4 | 6.9 | 83.3% | 1 | 5.46s | 723 | 434 | 4,423 | |
| Laguna S 2.1 | 4.3 | 6.8 | 16.7% | 1 | 423ms | 702 | 60 | 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 | 6.21s | 726 | 1,402 | 11,841 | |
| Laguna S 2.1 | 3.1 | 7.3 | 11.1% | 1 | 2.70s | 699 | 447 | 1,444 |
| 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 | 5.08s | 8,526 | 124 | 2,685 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.36s | 6,747 | 286 | 417 |
| 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 | 38.68s | 207 | 1,421 | 14,975 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 202.49s | 228 | 10 | 39,993 |
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