- Rank
- #292
- Total Output Tokens
- 661,931
- Response Time (avg)
- 70.32s
- Total Cost
- $0.000
Dots 3 Note Preview (medium) vs Nemotron 3.5 Super VL
Dots 3 Note Preview (medium) leads on average score with 5.7 vs 5.5. Dots 3 Note Preview (medium) has the lower benchmark cost at $0.000 vs $0.040. Nemotron 3.5 Super VL is faster at 46.97s vs 70.32s, with pass rates of 58.0% vs 43.5%.
Compared models
- Rank
- #300
- Total Output Tokens
- 3,892
- Response Time (avg)
- 46.97s
- Total Cost
- $0.040
Recommended model
Nemotron 3.5 Super VL
It offers the best overall trade-off: a competitive score (5.5), faster response than Dots 3 Note Preview (medium), and balanced cost.
Detailed comparison
| Metric | Dots 3 Note Preview Dots 3 Note Preview medium Free Available | Nemotron 3.5 Super VL Nemotron 3.5 Super VL none Free Available |
|---|---|---|
| Score | 5.7 | 5.5 |
| Rank | #292 | #300 |
| Reliability | 10.0 | 9.7 |
| Consistency | 6.9 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 58.0% | 43.5% |
| Flaky tests | 9 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 0.496 |
| Total Cost | $0.000 | $0.040 |
| Input Price | $0.000 / 1M | $0.150 / 1M |
| Output Price | $0.000 / 1M | $0.500 / 1M |
| Cache Read Price | N/A | $0.020 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 208,598 | 251,253 |
| Output Tokens | 120,583 | 3,892 |
| Reasoning Tokens | 590,044 | 0 |
| Response Time (avg) | 70.32s | 46.97s |
| Response Time (max) | 459.19s | 872.07s |
| Response Time (total) | 1617.43s | 1080.29s |
| Parameters | 280B total (16B active) | 120B total (12B active) |
| Availability | Open source | Open source |
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.
#292 Dots 3 Note Preview
medium- Cost
- $0.000
- Time
- 585.4s
- Tokens
- 12,198 tok
#300 Nemotron 3.5 Super VL
none- Cost
- $0.001
- Time
- 3.9s
- Tokens
- 1,061 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.7 | 1.6 | 66.7% | 1 | 140.48s | 113,959 | 12,570 | 18,518 | |
| Nemotron 3.5 Super VL | 5.0 | 10.0 | 0.0% | 0 | 71.09s | 204,466 | 2,100 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 8.7 | 7.9 | 91.7% | 1 | 7.76s | 549 | 6,652 | 11,129 | |
| Nemotron 3.5 Super VL | 6.5 | 10.0 | 50.0% | 0 | 3.08s | 696 | 181 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.2 | 5.1 | 33.3% | 2 | 309.15s | 7,368 | 29,392 | 373,137 | |
| Nemotron 3.5 Super VL | 3.6 | 7.0 | 22.2% | 1 | 4.33s | 7,623 | 318 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 9.9 | 10.0 | 100.0% | 0 | 60.81s | 69,445 | 8,753 | 41,136 | |
| Nemotron 3.5 Super VL | 3.0 | 10.0 | 0.0% | 0 | 451.91s | 18,884 | 428 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.5 | 1.4 | 66.7% | 2 | 78.47s | 7,710 | 16,112 | 61,329 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 7,944 | 249 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.6 | 7.2 | 22.2% | 1 | 47.54s | 690 | 29,960 | 52,323 | |
| Nemotron 3.5 Super VL | 5.9 | 7.2 | 55.6% | 1 | 5.20s | 798 | 29 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.8 | 9.5 | 0.0% | 0 | 26.20s | 474 | 10,578 | 11,535 | |
| Nemotron 3.5 Super VL | 5.1 | 10.0 | 0.0% | 0 | 489ms | 516 | 87 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 8.5 | 6.8 | 83.3% | 1 | 7.77s | 636 | 4,773 | 5,324 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 4.08s | 723 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.3 | 7.2 | 44.4% | 1 | 8.71s | 606 | 1,022 | 8,755 | |
| Nemotron 3.5 Super VL | 4.6 | 5.6 | 22.2% | 2 | 754ms | 726 | 153 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 10.0 | 10.0 | 100.0% | 0 | 13.97s | 6,969 | 451 | 1,434 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 33.97s | 8,670 | 264 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 15.46s | 192 | 320 | 5,424 | |
| Nemotron 3.5 Super VL | 3.0 | 10.0 | 0.0% | 0 | 10.61s | 207 | 14 | 0 |
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