- Rank
- #157
- Total Output Tokens
- 14,161
- Response Time (avg)
- 1.56s
- Total Cost
- $0.052
Gemini 3.1 Flash Lite Preview vs Qwen3.6 Max Preview
The average score is effectively tied at 6.4 vs 6.4. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.052 vs $0.228. Gemini 3.1 Flash Lite Preview is faster at 1.56s vs 7.82s, with pass rates of 57.6% vs 56.1%.
- Rank
- #158
- Total Output Tokens
- 19,257
- Response Time (avg)
- 7.82s
- Total Cost
- $0.228
Recommended model
Gemini 3.1 Flash Lite Preview
It has the best score here (6.4), while costing about 4.4x less than Qwen3.6 Max Preview.
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none | Qwen3.6 Max Preview Qwen3.6 Max Preview none |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #157 | #158 |
| Reliability | 10.0 | 9.9 |
| Consistency | 9.7 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 57.6% | 56.1% |
| Flaky tests | 1 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.430 | 2.248 |
| Total Cost | $0.052 | $0.228 |
| Input Price | $0.250 / 1M | $1.028 / 1M |
| Output Price | $1.500 / 1M | $6.162 / 1M |
| Total Input Tokens | 120,955 | 106,348 |
| Output Tokens | 14,161 | 19,257 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 1.56s | 7.82s |
| Response Time (max) | 9.27s | 102.62s |
| Response Time (total) | 34.32s | 172.04s |
| Parameters | ~150B total (~10B active) | ~1T total (~40B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#157 Gemini 3.1 Flash Lite Preview
none- Cost
- $0.003
- Time
- 4.7s
- Tokens
- 1,827 tok
#158 Qwen3.6 Max Preview
none- Cost
- $0.025
- Time
- 83.9s
- Tokens
- 4,066 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 Preview | 7.5 | 8.4 | 66.7% | 1 | 1.04s | 504 | 1,092 | 0 | |
| Qwen3.6 Max Preview | 5.2 | 7.9 | 41.7% | 1 | 2.63s | 696 | 513 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 967ms | 8,128 | 670 | 0 | |
| Qwen3.6 Max Preview | 3.8 | 7.3 | 22.2% | 1 | 3.12s | 7,913 | 456 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 6.23s | 96,386 | 9,084 | 0 | |
| Qwen3.6 Max Preview | 6.5 | 10.0 | 50.0% | 0 | 61.56s | 78,779 | 17,320 | 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 Preview | 10.0 | 10.0 | 100.0% | 0 | 1.22s | 7,550 | 399 | 0 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 2.87s | 7,794 | 243 | 0 |
| 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 Preview | 5.3 | 10.0 | 33.3% | 0 | 811ms | 654 | 437 | 0 | |
| Qwen3.6 Max Preview | 5.3 | 10.0 | 33.3% | 0 | 1.23s | 798 | 18 | 0 |
| 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 Preview | 4.0 | 10.0 | 0.0% | 0 | 741ms | 488 | 69 | 0 | |
| Qwen3.6 Max Preview | 4.3 | 10.0 | 0.0% | 0 | 1.62s | 522 | 76 | 0 |
| 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 Preview | 10.0 | 10.0 | 100.0% | 0 | 1.13s | 623 | 574 | 0 | |
| Qwen3.6 Max Preview | 9.8 | 10.0 | 100.0% | 0 | 1.40s | 711 | 69 | 0 |
| 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 Preview | 10.0 | 10.0 | 100.0% | 0 | 900ms | 570 | 1,045 | 0 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 2.65s | 714 | 321 | 0 |
| 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 Preview | 10.0 | 10.0 | 100.0% | 0 | 3.39s | 5,894 | 782 | 0 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 5.27s | 8,211 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 814ms | 158 | 9 | 0 | |
| Qwen3.6 Max Preview | 3.0 | 10.0 | 0.0% | 0 | 1.97s | 210 | 19 | 0 |
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