- Rank
- #209
- Total Output Tokens
- 758,397
- Response Time (avg)
- 70.48s
- Total Cost
- $0.000
Dots 3 Note Preview (high) vs Gemini 3.1 Flash Lite Preview (low)
The average score is effectively tied at 6.4 vs 6.3. Dots 3 Note Preview (high) has the lower benchmark cost at $0.000 vs $0.736. Gemini 3.1 Flash Lite Preview (low) is faster at 19.04s vs 70.48s, with pass rates of 59.4% vs 60.9%.
Compared models
- Rank
- #215
- Total Output Tokens
- 438,891
- Response Time (avg)
- 19.04s
- Total Cost
- $0.736
Recommended model
Gemini 3.1 Flash Lite Preview (low)
It has the best score here (6.3), while responding about 3.7x faster than Dots 3 Note Preview (high).
Detailed comparison
| Metric | Dots 3 Note Preview Dots 3 Note Preview high Free Available | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low |
|---|---|---|
| Score | 6.4 | 6.3 |
| Rank | #209 | #215 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.5 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 59.4% | 60.9% |
| Flaky tests | 7 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 5.256 |
| Total Cost | $0.000 | $0.736 |
| Input Price | $0.000 / 1M | $0.250 / 1M |
| Output Price | $0.000 / 1M | $1.500 / 1M |
| Total Input Tokens | 255,887 | 309,715 |
| Output Tokens | 154,879 | 16,170 |
| Reasoning Tokens | 603,518 | 422,721 |
| Response Time (avg) | 70.48s | 19.04s |
| Response Time (max) | 480.52s | 309.35s |
| Response Time (total) | 1620.93s | 437.98s |
| Parameters | 280B total (16B active) | ~150B total (~10B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#209 Dots 3 Note Preview
high- Cost
- $0.000
- Time
- 56.8s
- Tokens
- 7,778 tok
#215 Gemini 3.1 Flash Lite Preview
low- Cost
- $0.002
- Time
- 3.7s
- Tokens
- 1,203 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 |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 6.1 | 3.1 | 66.7% | 1 | 129.13s | 128,266 | 13,021 | 13,314 | |
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 71.29s | 199,519 | 1,453 | 25,259 |
| 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 | 6.97s | 549 | 854 | 8,977 | |
| Gemini 3.1 Flash Lite Preview | 8.3 | 10.0 | 75.0% | 0 | 2.12s | 506 | 462 | 1,638 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.8 | 4.4 | 66.7% | 2 | 306.23s | 7,368 | 25,944 | 358,069 | |
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 1.39s | 8,138 | 660 | 1,060 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 6.9 | 5.9 | 66.7% | 1 | 107.07s | 102,427 | 11,213 | 62,297 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 160.63s | 85,851 | 12,656 | 389,079 |
| 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 | 7.3 | 5.8 | 83.3% | 1 | 12.67s | 7,710 | 1,263 | 7,585 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.00s | 7,455 | 291 | 696 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.3 | 10.0 | 33.3% | 0 | 69.36s | 690 | 89,354 | 119,373 | |
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 2.10s | 652 | 18 | 1,191 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.4 | 9.9 | 0.0% | 0 | 19.56s | 474 | 6,638 | 7,331 | |
| Gemini 3.1 Flash Lite Preview | 4.0 | 10.0 | 0.0% | 0 | 1.54s | 490 | 69 | 384 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 8.3 | 10.0 | 50.0% | 0 | 7.80s | 636 | 5,061 | 5,643 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.49s | 621 | 72 | 753 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.5 | 7.1 | 44.4% | 1 | 12.75s | 606 | 965 | 12,847 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.69s | 566 | 243 | 1,248 |
| 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 | 6.96s | 6,969 | 462 | 1,537 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 9.54s | 5,757 | 237 | 993 |
| 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 | 17.29s | 192 | 104 | 6,545 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 1.35s | 160 | 9 | 420 |
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