- Rank
- #43
- Total Output Tokens
- 131,948
- Response Time (avg)
- 38.78s
- Total Cost
- $1.933
Gemini 4 Carbon (medium) vs Qwen3.8 Max (0902) (high)
Gemini 4 Carbon (medium) leads on average score with 9.2 vs 9.1. Gemini 4 Carbon (medium) has the lower benchmark cost at $1.933 vs $3.306. Gemini 4 Carbon (medium) is faster at 38.78s vs 186.06s, with pass rates of 95.7% vs 87.0%.
Compared models
- Rank
- #49
- Total Output Tokens
- 441,352
- Response Time (avg)
- 186.06s
- Total Cost
- $3.306
Recommended model
Gemini 4 Carbon (medium)
It has the best score here (9.2), while costing about 1.7x less than Qwen3.8 Max (0902) (high).
Detailed comparison
| Metric | Gemini 4 Carbon Gemini 4 Carbon medium | Qwen3.8 Max (0902) Qwen3.8 Max (0902) high |
|---|---|---|
| Score | 9.2 | 9.1 |
| Rank | #43 | #49 |
| Reliability | 8.6 | 9.8 |
| Consistency | 8.9 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 95.7% | 87.0% |
| Flaky tests | 3 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 9.662 | 18.364 |
| Total Cost | $1.933 | $3.306 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Cache Read Price | $0.100 / 1M | $0.250 / 1M |
| Cache Write Price | $0.188 / 1M | $2.500 / 1M |
| Total Input Tokens | 306,396 | 328,637 |
| Output Tokens | 5,746 | 8,619 |
| Reasoning Tokens | 126,202 | 432,733 |
| Response Time (avg) | 38.78s | 186.06s |
| Response Time (max) | 206.61s | 912.78s |
| Response Time (total) | 892.02s | 4279.49s |
| Parameters | ~1.2T total (~20B active) | 2.4T total (~100B 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.
#43 Gemini 4 Carbon
medium- Cost
- $0.203
- Time
- 336.6s
- Tokens
- 20,353 tok
#49 Qwen3.8 Max (0902)
high
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 155.77s | 187,693 | 1,085 | 21,533 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 197.08s | 219,411 | 1,729 | 20,180 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 6.33s | 918 | 173 | 1,589 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 15.86s | 1,128 | 263 | 6,631 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 29.67s | 8,448 | 487 | 17,950 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 253.22s | 8,235 | 418 | 91,734 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 4.7 | 1.6 | 66.7% | 2 | 139.49s | 87,073 | 2,878 | 36,513 | |
| Qwen3.8 Max (0902) | 8.7 | 6.9 | 83.3% | 1 | 110.39s | 79,527 | 5,215 | 28,102 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 6.42s | 8,025 | 338 | 998 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 16.37s | 8,010 | 261 | 3,598 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 8.2 | 7.2 | 88.9% | 1 | 82.49s | 963 | 48 | 40,275 | |
| Qwen3.8 Max (0902) | 5.9 | 7.2 | 55.6% | 1 | 658.46s | 842 | 31 | 154,450 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 11.27s | 591 | 110 | 1,164 | |
| Qwen3.8 Max (0902) | 6.5 | 3.4 | 66.7% | 1 | 75.11s | 630 | 80 | 8,110 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 4.80s | 825 | 96 | 414 | |
| Qwen3.8 Max (0902) | 9.8 | 10.0 | 100.0% | 0 | 7.55s | 927 | 86 | 1,823 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 8.73s | 882 | 216 | 1,842 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 134.14s | 1,038 | 268 | 47,351 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 25.10s | 10,717 | 291 | 2,769 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.21s | 8,571 | 249 | 243 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 10.47s | 261 | 24 | 1,155 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 532.59s | 318 | 19 | 70,511 |
Quick Compare
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