- Rank
- #233
- Total Output Tokens
- 600,852
- Response Time (avg)
- 66.13s
- Total Cost
- $0.000
Dots 3 Note Preview (low) vs Gemini 3.1 Flash Lite Preview (low)
The average score is effectively tied at 6.4 vs 6.3. Dots 3 Note Preview (low) has the lower benchmark cost at $0.000 vs $0.736. Gemini 3.1 Flash Lite Preview (low) is faster at 19.04s vs 66.13s, with pass rates of 58.0% vs 60.9%.
Compared models
- Rank
- #238
- 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 3.5x faster than Dots 3 Note Preview (low).
Detailed comparison
| Metric | Dots 3 Note Preview Dots 3 Note Preview low Free Available | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low |
|---|---|---|
| Score | 6.4 | 6.3 |
| Rank | #233 | #238 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 58.0% | 60.9% |
| Flaky tests | 6 | 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 |
| Cache Read Price | N/A | $0.025 / 1M |
| Cache Write Price | N/A | $0.084 / 1M |
| Total Input Tokens | 260,850 | 309,715 |
| Output Tokens | 125,908 | 16,170 |
| Reasoning Tokens | 516,424 | 422,721 |
| Response Time (avg) | 66.13s | 19.04s |
| Response Time (max) | 417.36s | 309.35s |
| Response Time (total) | 1520.96s | 437.98s |
| Parameters | 280B total (16B active) | ~150B total (~10B active) |
| Availability | Open source | Closed |
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.
#233 Dots 3 Note Preview
low- Cost
- $0.000
- Time
- 64.3s
- Tokens
- 8,666 tok
#238 Gemini 3.1 Flash Lite Preview
low- Cost
- $0.002
- Time
- 3.7s
- Tokens
- 1,203 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 | 6.1 | 3.1 | 66.7% | 1 | 161.24s | 146,961 | 15,358 | 19,937 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 17.51s | 549 | 1,369 | 8,308 | |
| 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 | 5.9 | 7.2 | 55.6% | 1 | 287.61s | 7,368 | 52,120 | 338,264 | |
| 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 | 85.20s | 88,709 | 10,336 | 62,464 | |
| 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 | 11.49s | 7,710 | 1,334 | 6,955 | |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 49.50s | 690 | 29,263 | 51,761 | |
| 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 | 4.0 | 9.7 | 0.0% | 0 | 27.55s | 474 | 9,190 | 9,927 | |
| 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 | 7.9 | 6.9 | 66.7% | 1 | 7.83s | 636 | 5,578 | 6,141 | |
| 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 | 5.3 | 10.0 | 33.3% | 0 | 8.52s | 606 | 810 | 8,214 | |
| 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 | 7.36s | 6,969 | 479 | 1,375 | |
| 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 | 8.80s | 178 | 71 | 3,078 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 1.35s | 160 | 9 | 420 |
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