- Rank
- #119
- Total Output Tokens
- 714,287
- Response Time (avg)
- 300.15s
- Total Cost
- $1.648
Mistral Large 4 (low) vs Qwen3.7 Flash (low)
Qwen3.7 Flash (low) leads on average score with 7.7 vs 7.6. Qwen3.7 Flash (low) has the lower benchmark cost at $0.071 vs $1.648. Qwen3.7 Flash (low) is faster at 41.03s vs 300.15s, with pass rates of 65.2% vs 68.1%.
Compared models
- Rank
- #117
- Total Output Tokens
- 331,107
- Response Time (avg)
- 41.03s
- Total Cost
- $0.071
Recommended model
Qwen3.7 Flash (low)
It has the best score here (7.7), while costing about 23.4x less than Mistral Large 4 (low).
Detailed comparison
| Metric | Mistral Large 4 Mistral Large 4 low | Qwen3.7 Flash Qwen3.7 Flash low |
|---|---|---|
| Score | 7.6 | 7.7 |
| Rank | #119 | #117 |
| Reliability | 9.0 | 10.0 |
| Consistency | 8.7 | 8.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 65.2% | 68.1% |
| Flaky tests | 4 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 12.670 | 0.439 |
| Total Cost | $1.648 | $0.071 |
| Input Price | $0.680 / 1M | $0.030 / 1M |
| Output Price | $2.090 / 1M | $0.130 / 1M |
| Cache Read Price | $0.070 / 1M | $0.006 / 1M |
| Cache Write Price | N/A | $0.039 / 1M |
| Total Input Tokens | 226,734 | 318,058 |
| Output Tokens | 278,013 | 16,035 |
| Reasoning Tokens | 638,296 | 315,072 |
| Response Time (avg) | 300.15s | 41.03s |
| Response Time (max) | 1798.01s | 394.54s |
| Response Time (total) | 6903.40s | 943.75s |
| Parameters | 1.05T total (49B active) | ~35B total (~3B 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.
#119 Mistral Large 4
low- Cost
- $0.015
- Time
- 115.1s
- Tokens
- 6,915 tok
#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
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 |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 10.0 | 10.0 | 100.0% | 0 | 69.63s | 143,243 | 3,788 | 3,053 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 106.71s | 225,867 | 1,749 | 25,339 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 8.3 | 10.0 | 75.0% | 0 | 19.75s | 705 | 999 | 9,354 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 10.29s | 672 | 680 | 14,285 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 3.4 | 7.2 | 22.2% | 1 | 1379.72s | 5,896 | 129,426 | 386,126 | |
| Qwen3.7 Flash | 6.7 | 7.8 | 55.6% | 1 | 42.36s | 7,893 | 428 | 56,419 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 10.0 | 10.0 | 100.0% | 0 | 556.27s | 60,360 | 5,603 | 60,531 | |
| Qwen3.7 Flash | 6.4 | 5.8 | 66.7% | 1 | 217.77s | 64,756 | 11,880 | 131,432 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 10.0 | 10.0 | 100.0% | 0 | 27.46s | 7,314 | 1,014 | 7,623 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 15.44s | 7,782 | 270 | 12,503 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 2.9 | 7.2 | 11.1% | 1 | 291.62s | 798 | 82,605 | 111,098 | |
| Qwen3.7 Flash | 3.6 | 7.2 | 22.2% | 1 | 37.60s | 780 | 60 | 38,897 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 10.0 | 10.0 | 100.0% | 0 | 39.29s | 516 | 5,529 | 5,865 | |
| Qwen3.7 Flash | 4.0 | 9.3 | 0.0% | 0 | 14.37s | 516 | 128 | 5,423 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 8.4 | 6.9 | 83.3% | 1 | 23.21s | 708 | 5,408 | 6,402 | |
| Qwen3.7 Flash | 8.5 | 6.8 | 83.3% | 1 | 9.88s | 699 | 99 | 8,147 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 7.7 | 7.3 | 77.8% | 1 | 35.82s | 717 | 8,012 | 9,030 | |
| Qwen3.7 Flash | 7.3 | 5.2 | 77.8% | 2 | 9.79s | 696 | 382 | 10,763 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 10.0 | 10.0 | 100.0% | 0 | 21.53s | 6,267 | 307 | 1,015 | |
| Qwen3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 7.66s | 8,193 | 335 | 2,172 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Mistral Large 4 | 3.0 | 10.0 | 0.0% | 0 | 358.62s | 210 | 35,322 | 38,199 | |
| Qwen3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 18.42s | 204 | 24 | 9,692 |
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