- Rank
- #111
- Total Output Tokens
- 167,486
- Response Time (avg)
- 16.64s
- Total Cost
- $0.769
Gemini 3.8 Flash (medium) vs Nemotron 3 Ultra (medium)
The average score is effectively tied at 8.0 vs 8.0. Nemotron 3 Ultra (medium) has the lower benchmark cost at $0.674 vs $0.769. Gemini 3.8 Flash (medium) is faster at 16.64s vs 40.33s, with pass rates of 89.9% vs 68.1%.
Compared models
- Rank
- #109
- Total Output Tokens
- 196,626
- Response Time (avg)
- 40.33s
- Total Cost
- $0.674
Recommended model
Gemini 3.8 Flash (medium)
It has the best score here (8.0), while responding about 2.4x faster than Nemotron 3 Ultra (medium).
Detailed comparison
| Metric | Gemini 3.8 Flash Gemini 3.8 Flash medium | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available |
|---|---|---|
| Score | 8.0 | 8.0 |
| Rank | #111 | #109 |
| Reliability | 9.9 | 9.8 |
| Consistency | 9.0 | 8.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 89.9% | 68.1% |
| Flaky tests | 3 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 4.046 | 0.000 |
| Total Cost | $0.769 | $0.674 |
| Input Price | $0.750 / 1M | $0.500 / 1M |
| Output Price | $3.750 / 1M | $2.200 / 1M |
| Cache Read Price | $0.075 / 1M | $0.100 / 1M |
| Cache Write Price | $0.042 / 1M | N/A |
| Total Input Tokens | 187,331 | 482,754 |
| Output Tokens | 7,555 | 62,455 |
| Reasoning Tokens | 159,931 | 141,067 |
| Response Time (avg) | 16.64s | 40.33s |
| Response Time (max) | 108.60s | 392.56s |
| Response Time (total) | 382.64s | 927.65s |
| Parameters | ~500B total (~20B active) | 550B total (55B active) |
| Availability | Closed | Weights available |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#111 Gemini 3.8 Flash
medium- Cost
- $0.037
- Time
- 54.6s
- Tokens
- 9,712 tok
#109 Nemotron 3 Ultra
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 2.8 | 1.6 | 33.3% | 1 | 63.72s | 91,538 | 489 | 12,089 | |
| Nemotron 3 Ultra | 10.0 | 10.0 | 100.0% | 0 | 188.06s | 249,339 | 8,071 | 11,046 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.66s | 492 | 145 | 3,131 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.0 | 9.9 | 66.7% | 0 | 11.69s | 8,118 | 454 | 19,433 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.7 | 6.9 | 83.3% | 1 | 60.28s | 71,646 | 5,615 | 59,676 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.74s | 7,548 | 279 | 4,386 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.2 | 7.2 | 88.9% | 1 | 31.77s | 644 | 12 | 44,973 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.65s | 486 | 78 | 1,185 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.81s | 615 | 72 | 2,944 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.73s | 558 | 151 | 2,720 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 18.47s | 5,530 | 249 | 6,512 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 156 | 11 | 2,882 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 |
Quick Compare
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