- Rank
- #276
- Total Output Tokens
- 612,215
- Response Time (avg)
- 235.89s
- Total Cost
- $0.084
Granite 4.2 8B (high) vs Nemotron 3.5 Lightning (low)
Nemotron 3.5 Lightning (low) leads on average score with 4.8 vs 4.6. Granite 4.2 8B (high) has the lower benchmark cost at $0.084 vs $0.140. Nemotron 3.5 Lightning (low) is faster at 59.81s vs 235.89s, with pass rates of 39.4% vs 42.4%.
- Rank
- #264
- Total Output Tokens
- 665,174
- Response Time (avg)
- 59.81s
- Total Cost
- $0.140
Recommended model
Nemotron 3.5 Lightning (low)
It has the best score here (4.8), while responding about 3.9x faster than Granite 4.2 8B (high).
Detailed comparison
| Metric | Granite 4.2 8B Granite 4.2 8B high | Nemotron 3.5 Lightning Nemotron 3.5 Lightning low Free Available |
|---|---|---|
| Score | 4.6 | 4.8 |
| Rank | #276 | #264 |
| Reliability | 7.6 | 9.8 |
| Consistency | 6.3 | 6.8 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 39.4% | 42.4% |
| Flaky tests | 10 | 9 |
| Total Runs | 66 | 66 |
| Cost per result | 2.085 | 0.000 |
| Total Cost | $0.084 | $0.140 |
| Input Price | $0.100 / 1M | $0.080 / 1M |
| Output Price | $0.150 / 1M | $0.200 / 1M |
| Total Input Tokens | 43,278 | 138,792 |
| Output Tokens | 181,083 | 142,972 |
| Reasoning Tokens | 431,132 | 522,202 |
| Response Time (avg) | 235.89s | 59.81s |
| Response Time (max) | 685.87s | 312.21s |
| Response Time (total) | 5189.64s | 1315.80s |
| 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.
#276 IBM: Granite 4.2 8B
high
Provider returned error
- Cost
- $0.000
- Time
- 0.2s
- Tokens
- 0 tok
#264 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 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 | 6.9 | 5.8 | 75.0% | 2 | 205.31s | 507 | 8,350 | 12,250 | |
| Nemotron 3.5 Lightning | 6.9 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 3.8 | 4.3 | 33.3% | 2 | 515.34s | 7,047 | 42,438 | 154,749 | |
| Nemotron 3.5 Lightning | 4.0 | 7.8 | 11.1% | 1 | 224.42s | 7,522 | 72,614 | 262,558 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 5.0 | 6.8 | 33.3% | 1 | 570.43s | 18,410 | 16,478 | 60,329 | |
| Nemotron 3.5 Lightning | 6.3 | 10.0 | 50.0% | 0 | 142.36s | 111,134 | 17,771 | 117,066 |
| 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 | 3.8 | 5.8 | 33.3% | 1 | 56.55s | 6,779 | 1,368 | 3,999 | |
| Nemotron 3.5 Lightning | 2.9 | 5.8 | 16.7% | 1 | 31.32s | 7,944 | 3,462 | 17,930 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 2.9 | 7.2 | 11.1% | 1 | 167.15s | 498 | 81,004 | 122,013 | |
| Nemotron 3.5 Lightning | 3.6 | 7.2 | 22.2% | 1 | 52.66s | 798 | 40,719 | 74,528 |
| General Intelligence | 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 | 0.0% | 0 | 16.37s | 534 | 5,762 | 5,800 | |
| Nemotron 3.5 Lightning | 3.7 | 9.5 | 0.0% | 0 | 4.61s | 516 | 2,794 | 2,933 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 6.4 | 5.8 | 66.7% | 1 | 87.47s | 483 | 2,191 | 13,223 | |
| Nemotron 3.5 Lightning | 8.4 | 6.9 | 83.3% | 1 | 5.46s | 723 | 434 | 4,423 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Granite 4.2 8B | 2.9 | 4.4 | 22.2% | 2 | 202.69s | 467 | 14,348 | 19,827 | |
| Nemotron 3.5 Lightning | 3.6 | 1.8 | 44.4% | 3 | 6.21s | 726 | 1,402 | 11,841 |
| 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 | 15.08s | 8,331 | 893 | 4,841 | |
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 5.08s | 8,526 | 124 | 2,685 |
| 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 | 252.49s | 222 | 8,251 | 34,101 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 38.68s | 207 | 1,421 | 14,975 |
Quick Compare
Switch Comparison Pair
Ring-2.6-1TnonevsNemotron 3.5 LightninglowFree AvailableNemotron 3.5 LightninglowFree AvailablevsHy4 previewnoneNemotron 3.5 LightninglowFree AvailablevsGPT-5.4 NanononeTrinity Large ThinkinghighvsNemotron 3.5 LightninglowFree AvailableGranite 4.2 8BhighvsQwen3 Coder NextmediumGranite 4.2 8BhighvsMiniMax M2.5mediumLing-2.6-flashnonevsNemotron 3.5 LightninglowFree AvailableGranite 4.2 8BhighvsMercury 2noneKAT-Coder-Air V2.5nonevsNemotron 3.5 LightninglowFree AvailableNemotron 3.5 LightninglowFree AvailablevsGLM 4.7 FlashnoneTrinity Large PreviewnonevsNemotron 3.5 LightninglowFree AvailableCobuddymediumvsGranite 4.2 8Bhigh