- Rank
- #18
- Total Output Tokens
- 97,238
- Response Time (avg)
- 20.62s
- Total Cost
- $1.352
Gemini 3.1 Pro Preview (medium) vs Qwen3.5-122B-A10B (medium)
Gemini 3.1 Pro Preview (medium) leads on average score with 9.2 vs 7.1. Qwen3.5-122B-A10B (medium) has the lower benchmark cost at $1.047 vs $1.352. Gemini 3.1 Pro Preview (medium) is faster at 20.62s vs 65.67s, with pass rates of 90.9% vs 71.2%.
Compared models
- Rank
- #135
- Total Output Tokens
- 487,519
- Response Time (avg)
- 65.67s
- Total Cost
- $1.047
Recommended model
Gemini 3.1 Pro Preview (medium)
It has the best score here (9.2), while responding about 3.2x faster than Qwen3.5-122B-A10B (medium).
Detailed comparison
| Metric | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium | Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium |
|---|---|---|
| Score | 9.2 | 7.1 |
| Rank | #18 | #135 |
| Reliability | 10.0 | 10.0 |
| Consistency | 10.0 | 8.5 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 90.9% | 71.2% |
| Flaky tests | 0 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 6.758 | 8.446 |
| Total Cost | $1.352 | $1.047 |
| Input Price | $2.000 / 1M | $0.260 / 1M |
| Output Price | $12.000 / 1M | $2.080 / 1M |
| Total Input Tokens | 92,296 | 124,780 |
| Output Tokens | 5,232 | 47,694 |
| Reasoning Tokens | 92,006 | 439,825 |
| Response Time (avg) | 20.62s | 65.67s |
| Response Time (max) | 88.68s | 519.30s |
| Response Time (total) | 329.94s | 1444.68s |
| Parameters | ~1.2T total (~20B active) | 122B total (10B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#18 Gemini 3.1 Pro Preview
medium- Cost
- $0.115
- Time
- 87.2s
- Tokens
- 9,629 tok
#135 Qwen3.5-122B-A10B
medium- Cost
- $0.019
- Time
- 48.7s
- Tokens
- 6,034 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 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.90s | 498 | 112 | 3,218 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.75s | 672 | 269 | 16,835 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.9 | 9.9 | 66.7% | 0 | 40.17s | 8,124 | 435 | 41,247 | |
| Qwen3.5-122B-A10B | 6.0 | 7.2 | 55.6% | 1 | 114.48s | 7,630 | 8,057 | 82,578 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 9.8 | 10.0 | 100.0% | 0 | 40.39s | 67,910 | 3,687 | 23,111 | |
| Qwen3.5-122B-A10B | 6.4 | 5.8 | 66.7% | 1 | 313.55s | 97,886 | 18,373 | 203,450 |
| 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 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 7,265 | 279 | 3,904 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 23.41s | 7,782 | 270 | 16,558 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.7 | 10.0 | 66.7% | 0 | 20.29s | 644 | 18 | 11,704 | |
| Qwen3.5-122B-A10B | 2.9 | 7.2 | 11.1% | 1 | 74.43s | 780 | 19,154 | 61,573 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 11.77s | 490 | 108 | 1,179 | |
| Qwen3.5-122B-A10B | 3.4 | 2.2 | 33.3% | 1 | 34.11s | 344 | 66 | 7,592 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 621 | 72 | 2,236 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.88s | 593 | 77 | 7,372 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.90s | 570 | 235 | 3,128 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 17.89s | 696 | 284 | 27,575 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 23.15s | 6,018 | 274 | 982 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 8,193 | 322 | 1,226 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 156 | 12 | 1,297 | |
| Qwen3.5-122B-A10B | 3.0 | 10.0 | 0.0% | 0 | 52.87s | 204 | 822 | 15,066 |
Quick Compare
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