- Rank
- #135
- Total Output Tokens
- 241,365
- Response Time (avg)
- 20.51s
- Total Cost
- $0.644
Gemini 2.5 Flash (medium) vs Qwen3.5-27B
The average score is effectively tied at 7.3 vs 7.2. Qwen3.5-27B has the lower benchmark cost at $0.116 vs $0.644. Qwen3.5-27B is faster at 9.98s vs 20.51s, with pass rates of 68.1% vs 47.8%.
Compared models
- Rank
- #139
- Total Output Tokens
- 36,422
- Response Time (avg)
- 9.98s
- Total Cost
- $0.116
Recommended model
Qwen3.5-27B
It has the best score here (7.2), while costing about 5.6x less than Gemini 2.5 Flash (medium).
Detailed comparison
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash medium | Qwen3.5-27B Qwen3.5-27B none |
|---|---|---|
| Score | 7.3 | 7.2 |
| Rank | #135 | #139 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 9.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 68.1% | 47.8% |
| Flaky tests | 1 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 4.288 | 1.153 |
| Total Cost | $0.644 | $0.116 |
| Input Price | $0.300 / 1M | $0.195 / 1M |
| Output Price | $2.500 / 1M | $1.560 / 1M |
| Total Input Tokens | 132,507 | 283,977 |
| Output Tokens | 12,739 | 36,422 |
| Reasoning Tokens | 228,626 | 0 |
| Response Time (avg) | 20.51s | 9.98s |
| Response Time (max) | 140.50s | 124.53s |
| Response Time (total) | 471.64s | 229.52s |
| Parameters | ~350B total (~20B 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.
#135 Gemini 2.5 Flash
medium
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 274.0s
- Tokens
- 0 tok
#139 Qwen3.5-27B
none- Cost
- $0.007
- Time
- 42.9s
- Tokens
- 4,273 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
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 6.54s | 0 | 0 | 0 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 124.53s | 181,652 | 12,099 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 8.4 | 10.0 | 75.0% | 0 | 6.30s | 492 | 255 | 10,233 | |
| Qwen3.5-27B | 4.8 | 10.0 | 25.0% | 0 | 788ms | 696 | 267 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.8 | 10.0 | 66.7% | 0 | 41.01s | 6,669 | 543 | 32,303 | |
| Qwen3.5-27B | 5.8 | 10.0 | 33.3% | 0 | 1.80s | 7,913 | 415 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 84.47s | 110,544 | 11,112 | 95,241 | |
| Qwen3.5-27B | 6.4 | 5.8 | 66.7% | 1 | 39.43s | 74,756 | 22,190 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.06s | 7,257 | 279 | 2,325 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 1.43s | 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 2.5 Flash | 5.9 | 7.2 | 55.6% | 1 | 37.07s | 642 | 18 | 80,864 | |
| Qwen3.5-27B | 5.3 | 10.0 | 33.3% | 0 | 634ms | 798 | 17 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 4.8 | 10.0 | 0.0% | 0 | 4.86s | 486 | 92 | 1,899 | |
| Qwen3.5-27B | 5.0 | 10.0 | 0.0% | 0 | 2.51s | 522 | 126 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 2.62s | 615 | 69 | 1,203 | |
| Qwen3.5-27B | 6.3 | 10.0 | 50.0% | 0 | 1.03s | 711 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.7 | 10.0 | 66.7% | 0 | 3.18s | 558 | 126 | 2,499 | |
| Qwen3.5-27B | 6.7 | 7.9 | 55.6% | 1 | 1.38s | 714 | 683 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.20s | 5,088 | 234 | 1,140 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 3.54s | 8,211 | 303 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 2.76s | 156 | 11 | 919 | |
| Qwen3.5-27B | 3.0 | 10.0 | 0.0% | 0 | 599ms | 210 | 10 | 0 |
Quick Compare
Switch Comparison Pair
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