- Rank
- #92
- Total Output Tokens
- 203,522
- Response Time (avg)
- 40.33s
- Total Cost
- $0.762
Nemotron 3 Ultra (medium) vs GLM 5.3 FlashX (max)
Nemotron 3 Ultra (medium) leads on average score with 8.0 vs 7.9. GLM 5.3 FlashX (max) has the lower benchmark cost at $0.623 vs $0.762. Nemotron 3 Ultra (medium) is faster at 40.33s vs 43.97s, with pass rates of 68.1% vs 78.3%.
Compared models
- Rank
- #97
- Total Output Tokens
- 402,765
- Response Time (avg)
- 43.97s
- Total Cost
- $0.623
Recommended model
GLM 5.3 FlashX (max)
It offers the best overall trade-off: a competitive score (7.9), lower cost than Nemotron 3 Ultra (medium), and balanced response time.
Detailed comparison
| Metric | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available | GLM 5.3 FlashX GLM 5.3 FlashX max |
|---|---|---|
| Score | 8.0 | 7.9 |
| Rank | #92 | #97 |
| Reliability | 9.8 | 10.0 |
| Consistency | 8.9 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 68.1% | 78.3% |
| Flaky tests | 3 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 4.153 |
| Total Cost | $0.762 | $0.623 |
| Input Price | $0.600 / 1M | $0.370 / 1M |
| Output Price | $2.400 / 1M | $1.250 / 1M |
| Total Input Tokens | 482,754 | 322,894 |
| Output Tokens | 62,455 | 8,010 |
| Reasoning Tokens | 141,067 | 394,755 |
| Response Time (avg) | 40.33s | 43.97s |
| Response Time (max) | 392.56s | 390.70s |
| Response Time (total) | 927.65s | 1011.29s |
| Parameters | 550B total (55B active) | 320B total (18B active) |
| Availability | Weights available | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#92 Nemotron 3 Ultra
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#97 GLM 5.3 FlashX
max- Cost
- $0.046
- Time
- 251.3s
- Tokens
- 36,769 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 Ultra | 10.0 | 10.0 | 100.0% | 0 | 188.06s | 249,339 | 8,071 | 11,046 | |
| GLM 5.3 FlashX | 6.1 | 3.1 | 66.7% | 1 | 104.77s | 221,683 | 1,709 | 25,322 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 8.62s | 780 | 835 | 1,485 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 2.65s | 639 | 301 | 2,210 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 8.4 | 7.4 | 88.9% | 1 | 26.53s | 7,686 | 2,854 | 17,725 | |
| GLM 5.3 FlashX | 8.2 | 7.2 | 88.9% | 1 | 24.61s | 7,317 | 463 | 36,503 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 6.3 | 5.8 | 66.7% | 1 | 218.25s | 204,249 | 40,954 | 78,561 | |
| GLM 5.3 FlashX | 8.2 | 6.9 | 66.7% | 1 | 45.23s | 76,431 | 3,485 | 35,762 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 5.68s | 7,989 | 473 | 1,285 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 3.38s | 7,149 | 223 | 2,262 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.6 | 7.2 | 22.2% | 1 | 35.22s | 785 | 7,637 | 18,208 | |
| GLM 5.3 FlashX | 3.5 | 4.4 | 33.3% | 2 | 224.00s | 759 | 583 | 279,058 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.7 | 9.5 | 0.0% | 0 | 2.52s | 360 | 70 | 235 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 5.01s | 498 | 209 | 1,290 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 9.8 | 10.0 | 100.0% | 0 | 6.35s | 765 | 182 | 1,243 | |
| GLM 5.3 FlashX | 9.9 | 10.0 | 100.0% | 0 | 2.23s | 678 | 72 | 1,032 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 5.5 | 9.9 | 33.3% | 0 | 3.54s | 792 | 771 | 2,055 | |
| GLM 5.3 FlashX | 8.2 | 7.7 | 77.8% | 1 | 3.88s | 672 | 456 | 2,848 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 9,781 | 304 | 984 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 9.39s | 6,861 | 231 | 712 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 22.41s | 207 | 278 | 7,756 |
Quick Compare
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