- Rank
- #3
- Total Output Tokens
- 154,846
- Response Time (avg)
- 12.22s
- Total Cost
- $0.646
Gemini 3.7 Flash (high) vs Gemini 3.8 Flash (high)
Gemini 3.8 Flash (high) leads on average score with 9.9 vs 9.8. Gemini 3.7 Flash (high) has the lower benchmark cost at $0.646 vs $1.595. Gemini 3.7 Flash (high) is faster at 12.22s vs 37.19s, with pass rates of 95.5% vs 98.5%.
- Rank
- #2
- Total Output Tokens
- 408,188
- Response Time (avg)
- 37.19s
- Total Cost
- $1.595
Recommended model
Gemini 3.7 Flash (high)
Its score stays close to the best score here (9.8 vs 9.9), while costing about 2.5x less than Gemini 3.8 Flash (high).
Detailed comparison
| Metric | Gemini 3.7 Flash Gemini 3.7 Flash high | Gemini 3.8 Flash Gemini 3.8 Flash high |
|---|---|---|
| Score | 9.8 | 9.9 |
| Rank | #3 | #2 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.2 | 9.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 95.5% | 98.5% |
| Flaky tests | 2 | 1 |
| Total Runs | 66 | 66 |
| Cost per result | 1.615 | 7.592 |
| Total Cost | $0.646 | $1.595 |
| Input Price | $0.750 / 1M | $0.750 / 1M |
| Output Price | $3.750 / 1M | $3.750 / 1M |
| Total Input Tokens | 86,712 | 84,593 |
| Output Tokens | 6,017 | 10,517 |
| Reasoning Tokens | 148,829 | 397,671 |
| Response Time (avg) | 12.22s | 37.19s |
| Response Time (max) | 91.63s | 177.08s |
| Response Time (total) | 268.78s | 818.19s |
| Parameters | ~500B 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.
#3 Gemini 3.7 Flash
high
Invalid SVG
- Cost
- $0.039
- Time
- 100.5s
- Tokens
- 20,824 tok
#2 Gemini 3.8 Flash
high- Cost
- $0.077
- Time
- 129.1s
- Tokens
- 20,373 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 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.60s | 492 | 168 | 4,018 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.92s | 492 | 172 | 4,363 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 13.55s | 8,118 | 460 | 26,859 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 29.30s | 8,118 | 462 | 50,196 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 57.19s | 62,640 | 4,544 | 68,861 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 115.73s | 60,514 | 4,032 | 132,696 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 7,548 | 279 | 6,615 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 8.23s | 7,548 | 279 | 7,902 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 5.8 | 4.4 | 66.7% | 2 | 16.77s | 642 | 12 | 24,707 | |
| Gemini 3.8 Flash | 8.2 | 7.2 | 88.9% | 1 | 131.31s | 649 | 4,972 | 167,505 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.48s | 486 | 82 | 1,331 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.06s | 486 | 75 | 1,576 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.77s | 615 | 72 | 3,369 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 615 | 72 | 4,241 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 558 | 152 | 3,103 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.44s | 558 | 204 | 3,704 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 16.27s | 5,457 | 236 | 7,440 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 42.65s | 5,457 | 238 | 20,359 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.60s | 156 | 12 | 2,526 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 10.30s | 156 | 11 | 5,129 |
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