- Rank
- #178
- Total Output Tokens
- 14,161
- Response Time (avg)
- 1.56s
- Total Cost
- $0.052
Gemini 3.1 Flash Lite Preview vs Qwen3.6 27B (medium)
Qwen3.6 27B (medium) leads on average score with 6.5 vs 6.4. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.052 vs $0.577. Gemini 3.1 Flash Lite Preview is faster at 1.56s vs 106.06s, with pass rates of 57.6% vs 60.6%.
Compared models
- Rank
- #175
- Total Output Tokens
- 272,573
- Response Time (avg)
- 106.06s
- Total Cost
- $0.577
Recommended model
Gemini 3.1 Flash Lite Preview
Its score stays close to the best score here (6.4 vs 6.5), while costing about 11.2x less than Qwen3.6 27B (medium).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none | Qwen3.6 27B Qwen3.6 27B medium |
|---|---|---|
| Score | 6.4 | 6.5 |
| Rank | #178 | #175 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 7.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 57.6% | 60.6% |
| Flaky tests | 1 | 7 |
| Total Runs | 66 | 66 |
| Cost per result | 0.430 | 7.448 |
| Total Cost | $0.052 | $0.577 |
| Input Price | $0.250 / 1M | $0.300 / 1M |
| Output Price | $1.500 / 1M | $2.000 / 1M |
| Total Input Tokens | 120,955 | 106,176 |
| Output Tokens | 14,161 | 33,013 |
| Reasoning Tokens | 0 | 239,560 |
| Response Time (avg) | 1.56s | 106.06s |
| Response Time (max) | 9.27s | 1085.11s |
| Response Time (total) | 34.32s | 2333.36s |
| Parameters | ~150B total (~10B active) | 27B |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#178 Gemini 3.1 Flash Lite Preview
none- Cost
- $0.003
- Time
- 4.7s
- Tokens
- 1,827 tok
#175 Qwen3.6 27B
medium- Cost
- $0.009
- Time
- 39.6s
- Tokens
- 3,090 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 27B | 8.3 | 10.0 | 75.0% | 0 | 12.62s | 453 | 582 | 4,311 |
| 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 27B | 7.7 | 10.0 | 66.7% | 0 | 142.99s | 5,051 | 7,968 | 43,367 |
| 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 27B | 6.7 | 3.7 | 50.0% | 2 | 584.09s | 81,895 | 18,788 | 133,471 |
| 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 27B | 3.5 | 1.4 | 50.0% | 2 | 37.30s | 7,778 | 568 | 9,404 |
| 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 27B | 2.9 | 4.4 | 22.2% | 2 | 71.47s | 671 | 3,634 | 18,609 |
| 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 27B | 6.5 | 3.4 | 66.7% | 1 | 39.53s | 516 | 81 | 3,045 |
| 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 27B | 10.0 | 10.0 | 100.0% | 0 | 37.96s | 699 | 346 | 6,548 |
| 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 27B | 7.7 | 10.0 | 66.7% | 0 | 61.14s | 696 | 255 | 12,044 |
| 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 27B | 10.0 | 10.0 | 100.0% | 0 | 16.88s | 8,213 | 390 | 2,954 |
| 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 27B | 3.0 | 10.0 | 0.0% | 0 | 80.99s | 204 | 401 | 5,807 |
Quick Compare
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