- Rank
- #39
- Total Output Tokens
- 47,526
- Response Time (avg)
- 8.35s
- Total Cost
- $0.669
Gemini 4 Hydrogen (low) vs Qwen3.8 Max (0902) (high)
Gemini 4 Hydrogen (low) leads on average score with 9.2 vs 9.1. Gemini 4 Hydrogen (low) has the lower benchmark cost at $0.669 vs $3.306. Gemini 4 Hydrogen (low) is faster at 8.35s vs 186.06s, with pass rates of 91.3% 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 Hydrogen (low)
It has the best score here (9.2), while costing about 4.9x less than Qwen3.8 Max (0902) (high).
Detailed comparison
| Metric | Gemini 4 Hydrogen Gemini 4 Hydrogen low | Qwen3.8 Max (0902) Qwen3.8 Max (0902) high |
|---|---|---|
| Score | 9.2 | 9.1 |
| Rank | #39 | #49 |
| Reliability | 9.4 | 9.8 |
| Consistency | 8.6 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 91.3% | 87.0% |
| Flaky tests | 4 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 3.518 | 18.364 |
| Total Cost | $0.669 | $3.306 |
| Input Price | $1.500 / 1M | $2.000 / 1M |
| Output Price | $7.500 / 1M | $6.000 / 1M |
| Cache Read Price | $0.075 / 1M | $0.250 / 1M |
| Cache Write Price | $0.084 / 1M | $2.500 / 1M |
| Total Input Tokens | 207,874 | 328,637 |
| Output Tokens | 6,853 | 8,619 |
| Reasoning Tokens | 40,673 | 432,733 |
| Response Time (avg) | 8.35s | 186.06s |
| Response Time (max) | 46.60s | 912.78s |
| Response Time (total) | 192.05s | 4279.49s |
| Parameters | ~300B total (~15B 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.
#39 Gemini 4 Hydrogen
low- Cost
- $0.024
- Time
- 21.6s
- Tokens
- 3,246 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 46.60s | 111,782 | 1,038 | 4,279 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 2.48s | 918 | 232 | 1,949 | |
| 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 Hydrogen | 7.8 | 7.4 | 77.8% | 1 | 8.92s | 8,448 | 508 | 7,803 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 18.34s | 67,843 | 3,887 | 8,521 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 5.22s | 8,025 | 336 | 2,637 | |
| 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 Hydrogen | 4.0 | 1.6 | 55.6% | 3 | 10.34s | 963 | 50 | 9,131 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 3.52s | 591 | 111 | 639 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 3.50s | 825 | 96 | 1,706 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 3.08s | 882 | 238 | 1,970 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 7,336 | 333 | 889 | |
| 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 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 261 | 24 | 1,149 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 532.59s | 318 | 19 | 70,511 |
Quick Compare
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