- Rank
- #325
- Total Output Tokens
- 670,615
- Response Time (avg)
- 83.19s
- Total Cost
- $0.117
Nemotron 3.5 Lightning (low) vs Laguna S 2.1
Laguna S 2.1 leads on average score with 4.7 vs 4.6. Laguna S 2.1 has the lower benchmark cost at $0.047 vs $0.117. Laguna S 2.1 is faster at 17.65s vs 83.19s, with pass rates of 40.6% vs 14.5%.
Compared models
- Rank
- #317
- Total Output Tokens
- 99,097
- Response Time (avg)
- 17.65s
- Total Cost
- $0.047
Recommended model
Laguna S 2.1
It has the best score here (4.7), while costing about 2.5x 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 none Free Available |
|---|---|---|
| Score | 4.6 | 4.7 |
| Rank | #325 | #317 |
| Reliability | 9.5 | 10.0 |
| Consistency | 6.8 | 8.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 40.6% | 14.5% |
| Flaky tests | 9 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 2.306 |
| Total Cost | $0.117 | $0.047 |
| Input Price | $0.060 / 1M | $0.090 / 1M |
| Output Price | $0.160 / 1M | $0.180 / 1M |
| Total Input Tokens | 207,883 | 287,445 |
| Output Tokens | 144,718 | 99,097 |
| Reasoning Tokens | 525,897 | 0 |
| Response Time (avg) | 83.19s | 17.65s |
| Response Time (max) | 597.61s | 200.52s |
| Response Time (total) | 1913.41s | 406.05s |
| Parameters | 30B total (3B active) | 118B total (8B active) |
| Availability | Weights available | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#325 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 tok
#317 Laguna S 2.1
none- Cost
- $0.001
- Time
- 7.6s
- Tokens
- 1,345 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 | 597.61s | 69,091 | 1,746 | 3,695 | |
| Laguna S 2.1 | 5.4 | 9.6 | 0.0% | 0 | 149.34s | 161,841 | 41,463 | 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 | 6.9 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 | |
| Laguna S 2.1 | 3.1 | 7.9 | 8.3% | 1 | 835ms | 672 | 877 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 4.0 | 7.8 | 11.1% | 1 | 224.42s | 7,522 | 72,614 | 262,558 | |
| Laguna S 2.1 | 3.4 | 9.7 | 0.0% | 0 | 550ms | 7,917 | 424 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.3 | 10.0 | 50.0% | 0 | 142.36s | 111,134 | 17,771 | 117,066 | |
| Laguna S 2.1 | 2.9 | 5.8 | 16.7% | 1 | 21.62s | 99,668 | 10,893 | 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 | 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 | 537ms | 7,689 | 237 | 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 | 3.6 | 7.2 | 22.2% | 1 | 52.66s | 798 | 40,719 | 74,528 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 337ms | 771 | 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 | 3.7 | 9.5 | 0.0% | 0 | 4.61s | 516 | 2,794 | 2,933 | |
| Laguna S 2.1 | 5.0 | 10.0 | 0.0% | 0 | 815ms | 513 | 166 | 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 | 9.9 | 0.0% | 0 | 566ms | 702 | 54 | 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 | 10.0 | 0.0% | 0 | 828ms | 699 | 307 | 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 | 5.08s | 8,526 | 124 | 2,685 | |
| Laguna S 2.1 | 4.7 | 1.6 | 66.7% | 1 | 1.45s | 6,745 | 259 | 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 | 38.68s | 207 | 1,421 | 14,975 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 200.52s | 228 | 44,399 | 0 |
Quick Compare
Switch Comparison Pair
Granite 4.2 8BhighvsLaguna S 2.1noneFree AvailableLaguna S 2.1noneFree AvailablevsQwen3 Coder NextmediumNemotron 3.5 LightningmediumFree AvailablevsLaguna S 2.1noneFree AvailableNemotron 3.5 LightninglowFree AvailablevsGPT-5.4 NanononeDeepSeek V3.2nonevsNemotron 3.5 LightninglowFree AvailableLing 2.6 FlashnonevsNemotron 3.5 LightninglowFree AvailableNemotron 3.5 LightninglowFree AvailablevsQwen3 Coder NextmediumRing 2.6 1tnonevsNemotron 3.5 LightninglowFree AvailableGranite 4.2 8BhighvsNemotron 3.5 LightninglowFree AvailableNorth Mini CodenoneFree AvailablevsNemotron 3.5 LightninglowFree AvailableMercury 2.5 PreviewnonevsNemotron 3.5 LightninglowFree AvailableKAT Coder AIR V2.5nonevsNemotron 3.5 LightninglowFree Available