- Rank
- #74
- Total Output Tokens
- 96,722
- Response Time (avg)
- 32.23s
- Total Cost
- $2.961
Claude Opus 4.6 (medium) vs Nemotron 3 Ultra (medium)
Claude Opus 4.6 (medium) leads on average score with 7.7 vs 7.6. Nemotron 3 Ultra (medium) has the lower benchmark cost at $0.780 vs $2.961. Claude Opus 4.6 (medium) is faster at 32.23s vs 33.62s, with pass rates of 63.6% vs 66.7%.
- Rank
- #80
- Total Output Tokens
- 184,405
- Response Time (avg)
- 33.62s
- Total Cost
- $0.780
Recommended model
Nemotron 3 Ultra (medium)
Its score stays close to the best score here (7.6 vs 7.7), while costing about 3.8x less than Claude Opus 4.6 (medium).
Detailed comparison
| Metric | Claude Opus 4.6 Claude Opus 4.6 medium | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available |
|---|---|---|
| Score | 7.7 | 7.6 |
| Rank | #74 | #80 |
| Reliability | 10.0 | 9.8 |
| Consistency | 8.8 | 8.8 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 63.6% | 66.7% |
| Flaky tests | 3 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 22.777 | 0.000 |
| Total Cost | $2.961 | $0.780 |
| Input Price | $5.000 / 1M | $0.600 / 1M |
| Output Price | $25.000 / 1M | $3.600 / 1M |
| Total Input Tokens | 108,573 | 233,415 |
| Output Tokens | 69,994 | 54,384 |
| Reasoning Tokens | 26,728 | 130,021 |
| Response Time (avg) | 32.23s | 33.62s |
| Response Time (max) | 151.51s | 392.56s |
| Response Time (total) | 515.65s | 739.59s |
| Parameters | ~5T total (~500B active) | 550B total (55B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#74 Claude Opus 4.6
medium
Invalid SVG
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#80 Nemotron 3 Ultra
medium
Invalid SVG
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 6.4 | 5.8 | 66.7% | 2 | 7.45s | 840 | 986 | 1,071 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 8.62s | 780 | 835 | 1,485 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 5.7 | 7.1 | 44.4% | 1 | 30.10s | 8,522 | 13,057 | 4,121 | |
| Nemotron 3 Ultra | 8.4 | 7.4 | 88.9% | 1 | 26.53s | 7,686 | 2,854 | 17,725 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 114.08s | 76,073 | 33,018 | 9,509 | |
| Nemotron 3 Ultra | 6.3 | 5.8 | 66.7% | 1 | 218.25s | 204,249 | 40,954 | 78,561 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 7.37s | 8,676 | 691 | 757 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 5.68s | 7,989 | 473 | 1,285 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 3.0 | 10.0 | 0.0% | 0 | 42.53s | 632 | 12,350 | 7,100 | |
| Nemotron 3 Ultra | 3.6 | 7.2 | 22.2% | 1 | 35.22s | 785 | 7,637 | 18,208 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 5.04s | 564 | 188 | 292 | |
| Nemotron 3 Ultra | 3.7 | 9.5 | 0.0% | 0 | 2.52s | 360 | 70 | 235 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 2.43s | 792 | 266 | 467 | |
| Nemotron 3 Ultra | 9.8 | 10.0 | 100.0% | 0 | 6.35s | 765 | 182 | 1,243 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 7.7 | 10.0 | 66.7% | 0 | 4.71s | 816 | 532 | 630 | |
| Nemotron 3 Ultra | 5.5 | 9.9 | 33.3% | 0 | 3.54s | 792 | 771 | 2,055 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 10.0 | 10.0 | 100.0% | 0 | 9.73s | 11,454 | 861 | 329 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 9,781 | 304 | 984 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 | 3.0 | 10.0 | 0.0% | 0 | 63.24s | 204 | 8,045 | 2,452 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 |
Quick Compare
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