- Rank
- #218
- Total Output Tokens
- 425,576
- Response Time (avg)
- 19.02s
- Total Cost
- $0.717
Gemini 3.1 Flash Lite (low) vs Qwen3.5 Plus 2026-04-20
The average score is effectively tied at 6.3 vs 6.3. Qwen3.5 Plus 2026-04-20 has the lower benchmark cost at $0.226 vs $0.717. Qwen3.5 Plus 2026-04-20 is faster at 18.33s vs 19.02s, with pass rates of 60.9% vs 44.9%.
Compared models
- Rank
- #217
- Total Output Tokens
- 69,435
- Response Time (avg)
- 18.33s
- Total Cost
- $0.226
Recommended model
Qwen3.5 Plus 2026-04-20
It has the best score here (6.3), while costing about 3.2x less than Gemini 3.1 Flash Lite (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low | Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 none |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #218 | #217 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 44.9% |
| Flaky tests | 2 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 5.512 | 2.822 |
| Total Cost | $0.717 | $0.226 |
| Input Price | $0.250 / 1M | $0.300 / 1M |
| Output Price | $1.500 / 1M | $1.800 / 1M |
| Total Input Tokens | 312,368 | 303,051 |
| Output Tokens | 9,429 | 69,435 |
| Reasoning Tokens | 416,147 | 0 |
| Response Time (avg) | 19.02s | 18.33s |
| Response Time (max) | 318.02s | 206.05s |
| Response Time (total) | 437.38s | 421.56s |
| Parameters | ~150B total (~10B active) | ~397B total (~17B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#218 Gemini 3.1 Flash Lite
low- Cost
- $0.003
- Time
- 4.0s
- Tokens
- 1,479 tok
#217 Qwen3.5 Plus 2026-04-20
none- Cost
- $0.008
- Time
- 77.0s
- Tokens
- 4,369 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 3.1 Flash Lite | 5.0 | 10.0 | 0.0% | 0 | 79.99s | 218,135 | 1,670 | 26,015 | |
| Qwen3.5 Plus 2026-04-20 | 7.4 | 3.8 | 66.7% | 1 | 133.33s | 208,574 | 17,948 | 0 |
| 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 | 7.3 | 6.2 | 75.0% | 2 | 1.84s | 500 | 1,013 | 1,548 | |
| Qwen3.5 Plus 2026-04-20 | 4.8 | 10.0 | 25.0% | 0 | 1.88s | 696 | 557 | 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 | 5.5 | 10.0 | 33.3% | 0 | 1.53s | 8,132 | 471 | 1,072 | |
| Qwen3.5 Plus 2026-04-20 | 3.9 | 7.8 | 11.1% | 1 | 1.69s | 7,913 | 480 | 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 | 3.2 | 9.1 | 0.0% | 0 | 161.25s | 70,202 | 5,375 | 381,841 | |
| Qwen3.5 Plus 2026-04-20 | 6.4 | 5.8 | 66.7% | 1 | 109.69s | 66,908 | 42,617 | 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 | 10.0 | 10.0 | 100.0% | 0 | 1.44s | 7,453 | 291 | 697 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 2.82s | 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 | 7.7 | 10.0 | 66.7% | 0 | 1.44s | 648 | 15 | 1,220 | |
| Qwen3.5 Plus 2026-04-20 | 5.3 | 10.0 | 33.3% | 0 | 1.06s | 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 | 4.0 | 10.0 | 0.0% | 0 | 1.37s | 492 | 69 | 438 | |
| Qwen3.5 Plus 2026-04-20 | 4.8 | 10.0 | 0.0% | 0 | 1.41s | 522 | 119 | 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 | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 619 | 72 | 760 | |
| Qwen3.5 Plus 2026-04-20 | 6.2 | 5.8 | 66.7% | 1 | 1.17s | 711 | 68 | 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 | 10.0 | 10.0 | 100.0% | 0 | 1.40s | 570 | 210 | 1,191 | |
| Qwen3.5 Plus 2026-04-20 | 6.7 | 7.9 | 55.6% | 1 | 1.97s | 714 | 583 | 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 | 10.0 | 10.0 | 100.0% | 0 | 5.66s | 5,457 | 234 | 945 | |
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 4.42s | 8,211 | 297 | 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 | 3.0 | 10.0 | 0.0% | 0 | 1.46s | 160 | 9 | 420 | |
| Qwen3.5 Plus 2026-04-20 | 3.0 | 10.0 | 0.0% | 0 | 33.34s | 210 | 6,505 | 0 |
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