- Rank
- #320
- Total Output Tokens
- 665,174
- Response Time (avg)
- 59.81s
- Total Cost
- $0.140
Nemotron 3.5 Lightning (low) vs GLM 4.7 Flash
Nemotron 3.5 Lightning (low) leads on average score with 4.8 vs 4.8. GLM 4.7 Flash has the lower benchmark cost at $0.016 vs $0.140. GLM 4.7 Flash is faster at 8.81s vs 59.81s, with pass rates of 42.4% vs 30.3%.
Compared models
- Rank
- #325
- Total Output Tokens
- 22,992
- Response Time (avg)
- 8.81s
- Total Cost
- $0.016
Recommended model
GLM 4.7 Flash
Its score stays close to the best score here (4.8 vs 4.8), while costing about 9.1x less than Nemotron 3.5 Lightning (low).
Detailed comparison
| Metric | Nemotron 3.5 Lightning Nemotron 3.5 Lightning low Free Available | GLM 4.7 Flash GLM 4.7 Flash none |
|---|---|---|
| Score | 4.8 | 4.8 |
| Rank | #320 | #325 |
| Reliability | 9.8 | 10.0 |
| Consistency | 6.8 | 8.9 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 42.4% | 30.3% |
| Flaky tests | 9 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 0.307 |
| Total Cost | $0.140 | $0.016 |
| Input Price | $0.080 / 1M | $0.061 / 1M |
| Output Price | $0.200 / 1M | $0.400 / 1M |
| Total Input Tokens | 138,792 | 101,513 |
| Output Tokens | 142,972 | 22,992 |
| Reasoning Tokens | 522,202 | 0 |
| Response Time (avg) | 59.81s | 8.81s |
| Response Time (max) | 312.21s | 97.15s |
| Response Time (total) | 1315.80s | 140.88s |
| Parameters | 30B total (3B active) | 30B total (3B active) |
| Availability | Weights available | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#320 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 tok
#325 GLM 4.7 Flash
none
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 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 |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3.5 Lightning | 6.9 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 | |
| GLM 4.7 Flash | 5.2 | 7.9 | 41.7% | 1 | 5.51s | 555 | 438 | 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 | |
| GLM 4.7 Flash | 4.3 | 10.0 | 0.0% | 0 | 2.54s | 7,256 | 650 | 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 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 50.18s | 77,084 | 21,175 | 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 | |
| GLM 4.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 4.82s | 7,107 | 196 | 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 | |
| GLM 4.7 Flash | 5.3 | 10.0 | 33.3% | 0 | 2.22s | 696 | 19 | 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 | |
| GLM 4.7 Flash | 4.0 | 10.0 | 0.0% | 0 | 1.59s | 477 | 134 | 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 | |
| GLM 4.7 Flash | 6.5 | 10.0 | 50.0% | 0 | 888ms | 636 | 62 | 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 | |
| GLM 4.7 Flash | 6.4 | 10.0 | 33.3% | 0 | 1.20s | 609 | 97 | 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 | |
| GLM 4.7 Flash | 2.8 | 1.6 | 33.3% | 1 | 7.05s | 6,907 | 212 | 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 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 692ms | 186 | 9 | 0 |
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