- Rank
- #75
- Total Output Tokens
- 241,365
- Response Time (avg)
- 21.14s
- Total Cost
- $0.644
Gemini 2.5 Flash (medium) vs Qwen3.8 2.4T A95B (low)
Gemini 2.5 Flash (medium) leads on average score with 8.2 vs 8.1. Gemini 2.5 Flash (medium) has the lower benchmark cost at $0.644 vs $2.672. Gemini 2.5 Flash (medium) is faster at 21.14s vs 118.97s, with pass rates of 71.2% vs 72.7%.
Compared models
- Rank
- #78
- Total Output Tokens
- 495,541
- Response Time (avg)
- 118.97s
- Total Cost
- $2.672
Recommended model
Gemini 2.5 Flash (medium)
It has the best score here (8.2), while costing about 4.2x less than Qwen3.8 2.4T A95B (low).
Detailed comparison
| Metric | Gemini 2.5 Flash Gemini 2.5 Flash medium | Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low |
|---|---|---|
| Score | 8.2 | 8.1 |
| Rank | #75 | #78 |
| Reliability | 10.0 | 9.4 |
| Consistency | 9.6 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 71.2% | 72.7% |
| Flaky tests | 1 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 4.288 | 17.812 |
| Total Cost | $0.644 | $2.672 |
| Input Price | $0.300 / 1M | $2.000 / 1M |
| Output Price | $2.500 / 1M | $6.000 / 1M |
| Total Input Tokens | 132,507 | 113,279 |
| Output Tokens | 12,739 | 121,045 |
| Reasoning Tokens | 228,626 | 374,496 |
| Response Time (avg) | 21.14s | 118.97s |
| Response Time (max) | 140.50s | 534.21s |
| Response Time (total) | 465.10s | 2617.41s |
| Parameters | ~350B total (~20B active) | 2.4T total (95B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#75 Gemini 2.5 Flash
medium
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 274.0s
- Tokens
- 0 tok
#78 Qwen3.8 2.4T A95B
low- Cost
- $0.100
- Time
- 193.2s
- Tokens
- 16,767 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 8.4 | 10.0 | 75.0% | 0 | 6.30s | 492 | 255 | 10,233 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 22.04s | 1,104 | 397 | 4,814 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.8 | 10.0 | 66.7% | 0 | 41.01s | 6,669 | 543 | 32,303 | |
| Qwen3.8 2.4T A95B | 7.8 | 9.3 | 66.7% | 0 | 172.53s | 6,716 | 21,405 | 57,399 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 84.47s | 110,544 | 11,112 | 95,241 | |
| Qwen3.8 2.4T A95B | 8.2 | 6.9 | 66.7% | 1 | 231.85s | 85,267 | 8,008 | 50,681 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.06s | 7,257 | 279 | 2,325 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 22.27s | 7,956 | 839 | 2,445 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 5.9 | 7.2 | 55.6% | 1 | 37.07s | 642 | 18 | 80,864 | |
| Qwen3.8 2.4T A95B | 3.2 | 9.3 | 0.0% | 0 | 287.65s | 1,008 | 16,133 | 156,114 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 4.8 | 10.0 | 0.0% | 0 | 4.86s | 486 | 92 | 1,899 | |
| Qwen3.8 2.4T A95B | 6.1 | 3.1 | 66.7% | 1 | 22.97s | 606 | 44 | 1,497 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 2.62s | 615 | 69 | 1,203 | |
| Qwen3.8 2.4T A95B | 9.8 | 10.0 | 100.0% | 0 | 19.54s | 903 | 263 | 1,480 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 7.7 | 10.0 | 66.7% | 0 | 3.18s | 558 | 126 | 2,499 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 43.37s | 1,026 | 1,154 | 25,563 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.20s | 5,088 | 234 | 1,140 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 25.88s | 8,481 | 302 | 975 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 2.76s | 156 | 11 | 919 | |
| Qwen3.8 2.4T A95B | 3.0 | 10.0 | 0.0% | 0 | 422.46s | 212 | 72,500 | 73,528 |
Quick Compare
Switch Comparison Pair
GPT-5 MinimediumvsQwen3.8 2.4T A95BlowMuse Glimmer 30BxhighvsQwen3.8 2.4T A95BlowGemini 2.5 FlashmediumvsMuse Spark 1.3lowQwen3.8 2.4T A95BlowvsGrok 4.7mediumQwen3.8 2.4T A95BlowvsInklinghighGemini 2.5 FlashmediumvsGPT-6 LunahighMuse Spark 1.1highvsQwen3.8 2.4T A95BlowGemini 2.5 FlashmediumvsMuse Spark 1.1lowDeepSeek V4 Flash 0731highvsQwen3.8 2.4T A95BlowClaude Sonnet 5mediumvsQwen3.8 2.4T A95BlowDeepSeek V4.1 FlashmaxvsGemini 2.5 FlashmediumQwen3.8 2.4T A95BlowvsGLM 5.2high