- Rank
- #117
- Total Output Tokens
- 331,107
- Response Time (avg)
- 41.03s
- Total Cost
- $0.071
Qwen3.7 Flash (low) vs Grok 4.5 (medium)
Grok 4.5 (medium) leads on average score with 7.8 vs 7.7. Qwen3.7 Flash (low) has the lower benchmark cost at $0.071 vs $2.996. Qwen3.7 Flash (low) is faster at 41.03s vs 68.44s, with pass rates of 68.1% vs 79.7%.
Compared models
- Rank
- #107
- Total Output Tokens
- 306,044
- Response Time (avg)
- 68.44s
- Total Cost
- $2.996
Recommended model
Qwen3.7 Flash (low)
Its score stays close to the best score here (7.7 vs 7.8), while costing about 42.6x less than Grok 4.5 (medium).
Detailed comparison
| Metric | Qwen3.7 Flash Qwen3.7 Flash low | Grok 4.5 Grok 4.5 medium |
|---|---|---|
| Score | 7.7 | 7.8 |
| Rank | #117 | #107 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.1 | 9.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 68.1% | 79.7% |
| Flaky tests | 6 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 0.439 | 14.430 |
| Total Cost | $0.071 | $2.996 |
| Input Price | $0.030 / 1M | $2.000 / 1M |
| Output Price | $0.130 / 1M | $6.000 / 1M |
| Cache Read Price | $0.006 / 1M | $0.300 / 1M |
| Cache Write Price | $0.039 / 1M | N/A |
| Total Input Tokens | 318,058 | 308,369 |
| Output Tokens | 16,035 | 7,013 |
| Reasoning Tokens | 315,072 | 299,031 |
| Response Time (avg) | 41.03s | 68.44s |
| Response Time (max) | 394.54s | 436.38s |
| Response Time (total) | 943.75s | 1574.14s |
| Parameters | ~35B total (~3B active) | ~1.7T total (~170B active) |
| Availability | Closed | Closed |
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.
#117 Qwen3.7 Flash
low
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
#107 SpaceXAI: Grok 4.5
medium- Cost
- $0.044
- Time
- 59.4s
- Tokens
- 7,512 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 106.71s | 225,867 | 1,749 | 25,339 | |
| Grok 4.5 | 5.0 | 10.0 | 0.0% | 0 | 65.24s | 186,214 | 1,499 | 5,085 |
| 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 | 10.29s | 672 | 680 | 14,285 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 23.50s | 2,991 | 147 | 4,018 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 6.7 | 7.8 | 55.6% | 1 | 42.36s | 7,893 | 428 | 56,419 | |
| Grok 4.5 | 7.6 | 7.2 | 77.8% | 1 | 155.69s | 9,579 | 390 | 104,634 |
| 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 | 217.77s | 64,756 | 11,880 | 131,432 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 29.01s | 83,730 | 4,154 | 16,180 |
| 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 | 15.44s | 7,782 | 270 | 12,503 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 6.29s | 8,937 | 225 | 3,657 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 3.6 | 7.2 | 22.2% | 1 | 37.60s | 780 | 60 | 38,897 | |
| Grok 4.5 | 5.3 | 7.2 | 44.4% | 1 | 249.34s | 2,221 | 11 | 140,815 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 4.0 | 9.3 | 0.0% | 0 | 14.37s | 516 | 128 | 5,423 | |
| Grok 4.5 | 6.5 | 3.4 | 66.7% | 1 | 12.84s | 1,077 | 71 | 2,384 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 8.5 | 6.8 | 83.3% | 1 | 9.88s | 699 | 99 | 8,147 | |
| Grok 4.5 | 9.8 | 10.0 | 100.0% | 0 | 6.06s | 1,857 | 57 | 2,728 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.7 Flash | 7.3 | 5.2 | 77.8% | 2 | 9.79s | 696 | 382 | 10,763 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 7.75s | 2,430 | 254 | 3,641 |
| 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 | 7.66s | 8,193 | 335 | 2,172 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 6.57s | 8,544 | 192 | 968 |
| 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 | 18.42s | 204 | 24 | 9,692 | |
| Grok 4.5 | 3.0 | 10.0 | 0.0% | 0 | 74.44s | 789 | 13 | 14,921 |
Quick Compare
Switch Comparison Pair
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