- Rank
- #203
- Total Output Tokens
- 1,357,567
- Response Time (avg)
- 61.96s
- Total Cost
- $2.044
Gemini 3.1 Flash Lite (high) vs Gemini 3.1 Flash Lite Preview (medium)
Gemini 3.1 Flash Lite Preview (medium) leads on average score with 7.4 vs 5.6. Gemini 3.1 Flash Lite Preview (medium) has the lower benchmark cost at $0.117 vs $2.044. Gemini 3.1 Flash Lite Preview (medium) is faster at 4.59s vs 61.96s, with pass rates of 56.1% vs 63.6%.
- Rank
- #90
- Total Output Tokens
- 57,778
- Response Time (avg)
- 4.59s
- Total Cost
- $0.117
Recommended model
Gemini 3.1 Flash Lite Preview (medium)
It has the best score here (7.4), while costing about 17.6x less than Gemini 3.1 Flash Lite (high).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite high | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium |
|---|---|---|
| Score | 5.6 | 7.4 |
| Rank | #203 | #90 |
| Reliability | 10.0 | 10.0 |
| Consistency | 6.5 | 9.9 |
| Attempts | 54/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 56.1% | 63.6% |
| Flaky tests | 4 | 0 |
| Total Runs | 54 | 66 |
| Cost per result | 20.437 | 0.829 |
| Total Cost | $2.044 | $0.117 |
| Input Price | $0.250 / 1M | $0.250 / 1M |
| Output Price | $1.500 / 1M | $1.500 / 1M |
| Total Input Tokens | 29,134 | 117,493 |
| Output Tokens | 1,984 | 10,589 |
| Reasoning Tokens | 1,355,583 | 47,189 |
| Response Time (avg) | 61.96s | 4.59s |
| Response Time (max) | 149.23s | 18.34s |
| Response Time (total) | 1115.31s | 101.04s |
| Parameters | ~150B total (~10B active) | ~150B total (~10B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#203 Gemini 3.1 Flash Lite
high
Invalid SVG
- Cost
- $0.000
- Time
- 15.5s
- Tokens
- 0 tok
#90 Gemini 3.1 Flash Lite Preview
medium- Cost
- $0.003
- Time
- 5.2s
- Tokens
- 1,944 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 | 8.7 | 9.5 | 75.0% | 0 | 37.16s | 459 | 100 | 130,598 | |
| Gemini 3.1 Flash Lite Preview | 9.1 | 10.0 | 75.0% | 0 | 2.33s | 512 | 570 | 4,305 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 3.3 | 3.3 | 33.3% | 0 | 137.63s | 762 | 666 | 188,733 | |
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 4.09s | 8,126 | 461 | 8,597 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 5.0 | 5.0 | 50.0% | 0 | 149.23s | 12,873 | 327 | 198,243 | |
| Gemini 3.1 Flash Lite Preview | 7.2 | 9.1 | 50.0% | 0 | 16.63s | 93,097 | 8,706 | 16,997 |
| 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 | 4.49s | 7,360 | 279 | 7,351 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 7,362 | 279 | 2,952 |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 139.90s | 645 | 18 | 566,210 | |
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 4.09s | 652 | 18 | 6,120 |
| 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 | 5.0 | 2.1 | 66.7% | 1 | 45.69s | 488 | 95 | 64,644 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 488 | 96 | 1,488 |
| 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 | 7.3 | 5.8 | 83.3% | 1 | 23.26s | 528 | 52 | 3,549 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 621 | 72 | 2,121 |
| 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 | 5.7 | 6.8 | 44.4% | 1 | 50.83s | 562 | 213 | 193,654 | |
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 5.30s | 566 | 141 | 1,896 |
| 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 | 6.44s | 5,457 | 234 | 2,601 | |
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 5,909 | 234 | 912 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 |
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