- Rank
- #247
- Total Output Tokens
- 27,928
- Response Time (avg)
- 54.36s
- Total Cost
- $0.012
Granite 4.2 8B (low) vs Nemotron 3.5 Lightning (medium)
The average score is effectively tied at 5.1 vs 5.1. Granite 4.2 8B (low) has the lower benchmark cost at $0.012 vs $0.156. Granite 4.2 8B (low) is faster at 54.36s vs 70.11s, with pass rates of 31.8% vs 48.5%.
- Rank
- #244
- Total Output Tokens
- 760,441
- Response Time (avg)
- 70.11s
- Total Cost
- $0.156
Recommended model
Granite 4.2 8B (low)
It has the best score here (5.1), while costing about 13.4x less than Nemotron 3.5 Lightning (medium).
Detailed comparison
| Metric | Granite 4.2 8B Granite 4.2 8B low | Nemotron 3.5 Lightning Nemotron 3.5 Lightning medium Free Available |
|---|---|---|
| Score | 5.1 | 5.1 |
| Rank | #247 | #244 |
| Reliability | 9.0 | 9.9 |
| Consistency | 10.0 | 6.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 31.8% | 48.5% |
| Flaky tests | 0 | 11 |
| Total Runs | 66 | 66 |
| Cost per result | 0.167 | 0.000 |
| Total Cost | $0.012 | $0.156 |
| Input Price | $0.100 / 1M | $0.080 / 1M |
| Output Price | $0.150 / 1M | $0.200 / 1M |
| Total Input Tokens | 74,721 | 126,330 |
| Output Tokens | 9,205 | 165,702 |
| Reasoning Tokens | 18,723 | 594,739 |
| Response Time (avg) | 54.36s | 70.11s |
| Response Time (max) | 566.80s | 437.11s |
| Response Time (total) | 1195.97s | 1542.52s |
| Parameters | 8B | 30B total (3B active) |
| Availability | Open source | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#247 IBM: Granite 4.2 8B
low
Provider returned error
- Cost
- $0.000
- Time
- 0.2s
- Tokens
- 0 tok
#244 Nemotron 3.5 Lightning
medium- Cost
- $0.000
- Time
- 130.5s
- Tokens
- 6,750 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 |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 8.3 | 10.0 | 75.0% | 0 | 11.68s | 777 | 1,463 | 898 | |
| Nemotron 3.5 Lightning | 6.9 | 7.9 | 66.7% | 1 | 12.34s | 696 | 6,904 | 20,862 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 5.5 | 10.0 | 33.3% | 0 | 13.01s | 8,439 | 2,469 | 2,984 | |
| Nemotron 3.5 Lightning | 4.4 | 5.1 | 33.3% | 2 | 285.47s | 7,623 | 78,065 | 297,359 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 3.0 | 10.0 | 0.0% | 0 | 298.21s | 46,805 | 4,085 | 13,637 | |
| Nemotron 3.5 Lightning | 6.2 | 5.8 | 66.7% | 1 | 136.91s | 98,571 | 15,769 | 112,376 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 6.5 | 10.0 | 50.0% | 0 | 1.39s | 7,683 | 270 | 75 | |
| Nemotron 3.5 Lightning | 3.7 | 1.7 | 50.0% | 2 | 23.24s | 7,944 | 4,195 | 30,097 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 5.3 | 10.0 | 33.3% | 0 | 26.16s | 876 | 154 | 290 | |
| Nemotron 3.5 Lightning | 2.9 | 4.4 | 22.2% | 2 | 74.73s | 798 | 54,657 | 91,174 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 4.0 | 10.0 | 0.0% | 0 | 659ms | 561 | 108 | 24 | |
| Nemotron 3.5 Lightning | 5.5 | 10.0 | 0.0% | 0 | 4.36s | 516 | 3,127 | 3,157 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 3.0 | 10.0 | 0.0% | 0 | 75.80s | 402 | 84 | 378 | |
| Nemotron 3.5 Lightning | 8.5 | 6.8 | 83.3% | 1 | 3.75s | 723 | 531 | 4,404 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 3.0 | 10.0 | 0.0% | 0 | 90.84s | 517 | 181 | 82 | |
| Nemotron 3.5 Lightning | 4.2 | 4.4 | 44.5% | 2 | 10.49s | 726 | 1,170 | 18,195 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 10.0 | 10.0 | 100.0% | 0 | 2.23s | 8,412 | 358 | 265 | |
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 4.92s | 8,526 | 154 | 2,518 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 3.0 | 10.0 | 0.0% | 0 | 5.53s | 249 | 33 | 90 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 44.02s | 207 | 1,130 | 14,597 |
Quick Compare
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