- Rank
- #124
- Total Output Tokens
- 172,123
- Response Time (avg)
- 46.97s
- Total Cost
- $0.323
Qwen3.5 Plus 2026-04-20 (medium) vs Step 3.7 Flash (low)
Qwen3.5 Plus 2026-04-20 (medium) leads on average score with 7.2 vs 7.1. Qwen3.5 Plus 2026-04-20 (medium) has the lower benchmark cost at $0.323 vs $0.390. Step 3.7 Flash (low) is faster at 17.87s vs 46.97s, with pass rates of 63.6% vs 63.6%.
- Rank
- #129
- Total Output Tokens
- 320,393
- Response Time (avg)
- 17.87s
- Total Cost
- $0.390
Recommended model
Step 3.7 Flash (low)
Its score stays close to the best score here (7.1 vs 7.2), while responding about 2.6x faster than Qwen3.5 Plus 2026-04-20 (medium).
Detailed comparison
| Metric | Qwen3.5 Plus 2026-04-20 Qwen3.5 Plus 2026-04-20 medium | Step 3.7 Flash Step 3.7 Flash low |
|---|---|---|
| Score | 7.2 | 7.1 |
| Rank | #124 | #129 |
| Reliability | 9.6 | 10.0 |
| Consistency | 9.0 | 8.1 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 63.6% | 63.6% |
| Flaky tests | 2 | 5 |
| Total Runs | 66 | 66 |
| Cost per result | 3.048 | 3.539 |
| Total Cost | $0.323 | $0.390 |
| Input Price | $0.300 / 1M | $0.200 / 1M |
| Output Price | $1.800 / 1M | $1.150 / 1M |
| Total Input Tokens | 42,106 | 103,842 |
| Output Tokens | 2,280 | 320,393 |
| Reasoning Tokens | 169,843 | 0 |
| Response Time (avg) | 46.97s | 17.87s |
| Response Time (max) | 189.38s | 124.75s |
| Response Time (total) | 986.35s | 393.04s |
| Parameters | ~397B total (~17B active) | 198B total (11B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#124 Qwen3.5 Plus 2026-04-20
medium- Cost
- $0.008
- Time
- 76.7s
- Tokens
- 4,355 tok
#129 Step 3.7 Flash
low
Invalid SVG
- Cost
- $0.004
- Time
- 25.3s
- Tokens
- 3,072 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 10.84s | 672 | 215 | 7,748 | |
| Step 3.7 Flash | 8.7 | 7.9 | 91.7% | 1 | 4.02s | 756 | 10,896 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 6.2 | 8.7 | 33.3% | 0 | 125.25s | 7,630 | 308 | 58,682 | |
| Step 3.7 Flash | 8.2 | 7.2 | 88.9% | 1 | 9.46s | 7,437 | 18,685 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 6.5 | 10.0 | 50.0% | 0 | 92.41s | 14,934 | 483 | 17,490 | |
| Step 3.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 66.18s | 77,415 | 93,682 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 38.32s | 7,782 | 270 | 14,668 | |
| Step 3.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 2.29s | 7,398 | 2,667 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 2.9 | 7.2 | 11.1% | 1 | 57.36s | 780 | 63 | 31,644 | |
| Step 3.7 Flash | 2.9 | 7.2 | 11.1% | 1 | 22.65s | 837 | 48,299 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 4.9 | 9.6 | 0.0% | 0 | 25.30s | 516 | 125 | 4,792 | |
| Step 3.7 Flash | 3.4 | 9.3 | 0.0% | 0 | 7.00s | 525 | 4,604 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 20.25s | 699 | 103 | 7,689 | |
| Step 3.7 Flash | 9.8 | 10.0 | 100.0% | 0 | 1.58s | 735 | 1,857 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 8.2 | 7.2 | 88.9% | 1 | 17.67s | 696 | 338 | 9,800 | |
| Step 3.7 Flash | 5.5 | 9.9 | 33.3% | 0 | 1.84s | 756 | 3,564 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 10.0 | 10.0 | 100.0% | 0 | 14.72s | 8,193 | 348 | 2,164 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.25s | 7,746 | 1,360 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-04-20 | 3.0 | 10.0 | 0.0% | 0 | 92.57s | 204 | 27 | 15,166 | |
| Step 3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 124.75s | 237 | 134,779 | 0 |
Quick Compare
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