- Rank
- #125
- Total Output Tokens
- 62,356
- Response Time (avg)
- 4.38s
- Total Cost
- $0.120
Gemini 3.1 Flash Lite (medium) vs Gemini 3 Flash Preview (low)
Gemini 3 Flash Preview (low) leads on average score with 7.4 vs 7.3. Gemini 3.1 Flash Lite (medium) has the lower benchmark cost at $0.120 vs $0.185. Gemini 3.1 Flash Lite (medium) is faster at 4.38s vs 6.51s, with pass rates of 62.1% vs 75.8%.
Compared models
- Rank
- #120
- Total Output Tokens
- 40,776
- Response Time (avg)
- 6.51s
- Total Cost
- $0.185
Recommended model
Gemini 3.1 Flash Lite (medium)
Its score stays close to the best score here (7.3 vs 7.4), while costing about 1.5x less than Gemini 3 Flash Preview (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite medium | Gemini 3 Flash Preview Gemini 3 Flash Preview low |
|---|---|---|
| Score | 7.3 | 7.4 |
| Rank | #125 | #120 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.2 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 62.1% | 75.8% |
| Flaky tests | 2 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.922 | 1.152 |
| Total Cost | $0.120 | $0.185 |
| Input Price | $0.250 / 1M | $0.500 / 1M |
| Output Price | $1.500 / 1M | $3.000 / 1M |
| Total Input Tokens | 104,925 | 123,687 |
| Output Tokens | 9,168 | 9,572 |
| Reasoning Tokens | 53,188 | 31,204 |
| Response Time (avg) | 4.38s | 6.51s |
| Response Time (max) | 26.22s | 17.13s |
| Response Time (total) | 96.32s | 143.12s |
| Parameters | ~150B total (~10B 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.
#125 Gemini 3.1 Flash Lite
medium- Cost
- $0.003
- Time
- 5.3s
- Tokens
- 1,754 tok
#120 Gemini 3 Flash Preview
low- Cost
- $0.007
- Time
- 12.1s
- Tokens
- 2,289 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 Flash Lite | 9.1 | 10.0 | 75.0% | 0 | 2.39s | 502 | 604 | 4,201 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.48s | 500 | 281 | 3,082 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 3.81s | 8,134 | 459 | 8,978 | |
| Gemini 3 Flash Preview | 5.8 | 7.2 | 44.4% | 1 | 6.00s | 8,122 | 456 | 7,421 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 7.2 | 9.1 | 50.0% | 0 | 18.55s | 80,983 | 7,241 | 20,231 | |
| Gemini 3 Flash Preview | 3.0 | 10.0 | 0.0% | 0 | 10.20s | 99,775 | 7,822 | 0 |
| 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 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.60s | 7,362 | 279 | 2,845 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 9.40s | 7,261 | 279 | 3,656 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 2.9 | 7.2 | 11.1% | 1 | 3.93s | 650 | 15 | 7,223 | |
| Gemini 3 Flash Preview | 5.3 | 7.2 | 44.4% | 1 | 9.74s | 648 | 12 | 9,096 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.60s | 488 | 84 | 1,142 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.68s | 492 | 120 | 981 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 9.9 | 10.0 | 100.0% | 0 | 2.59s | 623 | 75 | 3,320 | |
| Gemini 3 Flash Preview | 9.9 | 10.0 | 100.0% | 0 | 7.02s | 621 | 71 | 2,752 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 7.6 | 7.2 | 77.8% | 1 | 1.95s | 568 | 165 | 2,450 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 5.77s | 562 | 288 | 3,168 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 4.55s | 5,457 | 234 | 921 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.99s | 5,550 | 234 | 415 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 3.08s | 158 | 12 | 1,877 | |
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 156 | 9 | 633 |
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