- Rank
- #18
- Total Output Tokens
- 97,238
- Response Time (avg)
- 20.62s
- Total Cost
- $1.352
Gemini 3.1 Pro Preview (medium) vs Gemini 3.7 Flash (low)
The average score is effectively tied at 9.2 vs 9.2. Gemini 3.7 Flash (low) has the lower benchmark cost at $0.207 vs $1.352. Gemini 3.7 Flash (low) is faster at 3.85s vs 20.62s, with pass rates of 90.9% vs 95.5%.
- Rank
- #19
- Total Output Tokens
- 37,053
- Response Time (avg)
- 3.85s
- Total Cost
- $0.207
Recommended model
Gemini 3.7 Flash (low)
It has the best score here (9.2), while costing about 6.5x less than Gemini 3.1 Pro Preview (medium).
Detailed comparison
| Metric | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium | Gemini 3.7 Flash Gemini 3.7 Flash low |
|---|---|---|
| Score | 9.2 | 9.2 |
| Rank | #18 | #19 |
| Reliability | 10.0 | 10.0 |
| Consistency | 10.0 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 90.9% | 95.5% |
| Flaky tests | 0 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 6.758 | 0.517 |
| Total Cost | $1.352 | $0.207 |
| Input Price | $2.000 / 1M | $0.750 / 1M |
| Output Price | $12.000 / 1M | $3.750 / 1M |
| Total Input Tokens | 92,296 | 90,322 |
| Output Tokens | 5,232 | 6,294 |
| Reasoning Tokens | 92,006 | 30,759 |
| Response Time (avg) | 20.62s | 3.85s |
| Response Time (max) | 88.68s | 19.44s |
| Response Time (total) | 329.94s | 84.80s |
| Parameters | ~1.2T total (~20B active) | ~500B total (~20B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#18 Gemini 3.1 Pro Preview
medium- Cost
- $0.115
- Time
- 87.2s
- Tokens
- 9,629 tok
#19 Gemini 3.7 Flash
low- Cost
- $0.010
- Time
- 23.5s
- Tokens
- 5,210 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 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.90s | 498 | 112 | 3,218 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.54s | 492 | 99 | 1,398 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.9 | 9.9 | 66.7% | 0 | 40.17s | 8,124 | 435 | 41,247 | |
| Gemini 3.7 Flash | 7.6 | 7.2 | 77.8% | 1 | 6.20s | 8,118 | 461 | 11,508 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 9.8 | 10.0 | 100.0% | 0 | 40.39s | 67,910 | 3,687 | 23,111 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 13.00s | 66,250 | 4,873 | 8,108 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 7,265 | 279 | 3,904 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.15s | 7,548 | 278 | 1,093 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.7 | 10.0 | 66.7% | 0 | 20.29s | 644 | 18 | 11,704 | |
| Gemini 3.7 Flash | 8.2 | 7.2 | 88.9% | 1 | 3.09s | 642 | 12 | 3,029 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 11.77s | 490 | 108 | 1,179 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 486 | 81 | 1,043 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 621 | 72 | 2,236 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.47s | 615 | 72 | 1,778 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.90s | 570 | 235 | 3,128 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.92s | 558 | 166 | 1,580 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 23.15s | 6,018 | 274 | 982 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.10s | 5,457 | 241 | 160 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 156 | 12 | 1,297 | |
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.92s | 156 | 11 | 1,062 |
Quick Compare
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