- Rank
- #104
- Total Output Tokens
- 41,324
- Response Time (avg)
- 4.83s
- Total Cost
- $0.239
Gemini 3.8 Flash (low) vs Nemotron 3 Ultra (medium)
Nemotron 3 Ultra (medium) leads on average score with 7.6 vs 7.5. Gemini 3.8 Flash (low) has the lower benchmark cost at $0.239 vs $0.701. Gemini 3.8 Flash (low) is faster at 4.83s vs 33.62s, with pass rates of 81.8% vs 66.7%.
- Rank
- #93
- Total Output Tokens
- 184,405
- Response Time (avg)
- 33.62s
- Total Cost
- $0.701
Recommended model
Gemini 3.8 Flash (low)
Its score stays close to the best score here (7.5 vs 7.6), while costing about 2.9x less than Nemotron 3 Ultra (medium).
Detailed comparison
| Metric | Gemini 3.8 Flash Gemini 3.8 Flash low | Nemotron 3 Ultra Nemotron 3 Ultra medium Free Available |
|---|---|---|
| Score | 7.5 | 7.6 |
| Rank | #104 | #93 |
| Reliability | 10.0 | 9.8 |
| Consistency | 8.5 | 8.8 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 81.8% | 66.7% |
| Flaky tests | 4 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 1.493 | 0.000 |
| Total Cost | $0.239 | $0.701 |
| Input Price | $0.750 / 1M | $0.625 / 1M |
| Output Price | $3.750 / 1M | $3.125 / 1M |
| Total Input Tokens | 111,773 | 233,415 |
| Output Tokens | 8,035 | 54,384 |
| Reasoning Tokens | 33,289 | 130,021 |
| Response Time (avg) | 4.83s | 33.62s |
| Response Time (max) | 35.14s | 392.56s |
| Response Time (total) | 106.18s | 739.59s |
| Parameters | ~500B total (~20B 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.
#104 Gemini 3.8 Flash
low- Cost
- $0.030
- Time
- 45.8s
- Tokens
- 8,023 tok
#93 Nemotron 3 Ultra
medium
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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.96s | 492 | 171 | 1,054 | |
| 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 | 5.4 | 7.2 | 44.4% | 1 | 4.31s | 8,118 | 449 | 5,706 | |
| 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 | 3.8 | 5.8 | 33.3% | 1 | 19.61s | 87,701 | 6,571 | 14,001 | |
| 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 | 2.34s | 7,548 | 279 | 1,000 | |
| 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 | 5.8 | 4.4 | 66.7% | 2 | 6.50s | 642 | 12 | 7,051 | |
| 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 | 1.89s | 486 | 72 | 316 | |
| 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 | 2.79s | 615 | 72 | 1,873 | |
| 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 | 2.25s | 558 | 165 | 1,458 | |
| 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 | 5.51s | 5,457 | 233 | 224 | |
| 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 | 2.29s | 156 | 11 | 606 | |
| Nemotron 3 Ultra | 3.0 | 10.0 | 0.0% | 0 | 38.47s | 228 | 304 | 8,240 |
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