- Rank
- #216
- Total Output Tokens
- 514,925
- Response Time (avg)
- 51.80s
- Total Cost
- $0.076
Qwen3.7 Flash (medium) vs Beam 1.0 501B A23B (medium)
The average score is effectively tied at 6.6 vs 6.6. Qwen3.7 Flash (medium) has the lower benchmark cost at $0.076 vs $0.499. Beam 1.0 501B A23B (medium) is faster at 6.27s vs 51.80s, with pass rates of 62.3% vs 65.2%.
Compared models
- Rank
- #220
- Total Output Tokens
- 98,521
- Response Time (avg)
- 6.27s
- Total Cost
- $0.499
Recommended model
Qwen3.7 Flash (medium)
It has the best score here (6.6), while costing about 6.6x less than Beam 1.0 501B A23B (medium).
Detailed comparison
| Metric | Qwen3.7 Flash Qwen3.7 Flash medium | Beam 1.0 501B A23B Beam 1.0 501B A23B medium |
|---|---|---|
| Score | 6.6 | 6.6 |
| Rank | #216 | #220 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.3 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 62.3% | 65.2% |
| Flaky tests | 8 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.760 | 3.561 |
| Total Cost | $0.076 | $0.499 |
| Input Price | $0.030 / 1M | $1.000 / 1M |
| Output Price | $0.130 / 1M | $3.000 / 1M |
| Cache Read Price | $0.006 / 1M | $0.100 / 1M |
| Cache Write Price | $0.039 / 1M | N/A |
| Total Input Tokens | 300,394 | 202,937 |
| Output Tokens | 14,081 | 4,328 |
| Reasoning Tokens | 500,844 | 94,193 |
| Response Time (avg) | 51.80s | 6.27s |
| Response Time (max) | 593.64s | 31.55s |
| Response Time (total) | 1191.42s | 144.28s |
| Parameters | ~35B total (~3B active) | 501B total (23B active) |
| Availability | Closed | Open source |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#216 Qwen3.7 Flash
medium
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
#220 Beam 1.0 501B A23B
medium- Cost
- $0.005
- Time
- 11.8s
- Tokens
- 4,267 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 5.2 | 3.2 | 33.3% | 1 | 148.99s | 185,917 | 1,295 | 43,554 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 31.55s | 172,837 | 2,588 | 9,026 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 672 | 525 | 12,844 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 1.62s | 1,113 | 232 | 4,706 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 6.2 | 6.9 | 55.6% | 1 | 46.78s | 7,893 | 563 | 61,902 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 11.81s | 7,791 | 440 | 27,204 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 6.4 | 5.8 | 66.7% | 1 | 314.17s | 87,042 | 10,432 | 296,919 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 2.62s | 7,665 | 132 | 2,087 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 15.42s | 7,782 | 270 | 11,588 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 1.24s | 7,993 | 279 | 1,614 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 2.9 | 7.2 | 11.1% | 1 | 38.02s | 780 | 59 | 38,977 | |
| Beam 1.0 501B A23B | 2.9 | 7.2 | 11.1% | 1 | 11.66s | 1,113 | 71 | 29,077 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 5.5 | 10.0 | 0.0% | 0 | 10.18s | 516 | 143 | 3,647 | |
| Beam 1.0 501B A23B | 4.7 | 1.6 | 66.7% | 1 | 1.87s | 615 | 96 | 1,532 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 5.8 | 2.7 | 66.7% | 2 | 9.27s | 699 | 100 | 7,457 | |
| Beam 1.0 501B A23B | 9.8 | 10.0 | 100.0% | 0 | 1.24s | 918 | 102 | 1,834 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 7.1 | 5.1 | 77.8% | 2 | 8.30s | 696 | 355 | 9,138 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 3.91s | 1,029 | 281 | 9,130 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 7.80s | 8,193 | 309 | 2,171 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 1.95s | 1,530 | 72 | 440 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 29.17s | 204 | 30 | 12,647 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 10.13s | 333 | 35 | 7,543 |
Quick Compare
Switch Comparison Pair
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