- Rank
- #94
- Total Output Tokens
- 167,486
- Response Time (avg)
- 16.64s
- Total Cost
- $0.769
Gemini 3.8 Flash (medium) vs GLM 5.3 FlashX (max)
The average score is effectively tied at 8.0 vs 7.9. GLM 5.3 FlashX (max) has the lower benchmark cost at $0.623 vs $0.769. Gemini 3.8 Flash (medium) is faster at 16.64s vs 43.97s, with pass rates of 89.9% vs 78.3%.
Compared models
- Rank
- #97
- Total Output Tokens
- 402,765
- Response Time (avg)
- 43.97s
- Total Cost
- $0.623
Recommended model
Gemini 3.8 Flash (medium)
It has the best score here (8.0), while responding about 2.6x faster than GLM 5.3 FlashX (max).
Detailed comparison
| Metric | Gemini 3.8 Flash Gemini 3.8 Flash medium | GLM 5.3 FlashX GLM 5.3 FlashX max |
|---|---|---|
| Score | 8.0 | 7.9 |
| Rank | #94 | #97 |
| Reliability | 9.9 | 10.0 |
| Consistency | 9.0 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 89.9% | 78.3% |
| Flaky tests | 3 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 4.046 | 4.153 |
| Total Cost | $0.769 | $0.623 |
| Input Price | $0.750 / 1M | $0.370 / 1M |
| Output Price | $3.750 / 1M | $1.250 / 1M |
| Total Input Tokens | 187,331 | 322,894 |
| Output Tokens | 7,555 | 8,010 |
| Reasoning Tokens | 159,931 | 394,755 |
| Response Time (avg) | 16.64s | 43.97s |
| Response Time (max) | 108.60s | 390.70s |
| Response Time (total) | 382.64s | 1011.29s |
| Parameters | ~500B total (~20B active) | 320B total (18B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#94 Gemini 3.8 Flash
medium- Cost
- $0.037
- Time
- 54.6s
- Tokens
- 9,712 tok
#97 GLM 5.3 FlashX
max- Cost
- $0.046
- Time
- 251.3s
- Tokens
- 36,769 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 2.8 | 1.6 | 33.3% | 1 | 63.72s | 91,538 | 489 | 12,089 | |
| GLM 5.3 FlashX | 6.1 | 3.1 | 66.7% | 1 | 104.77s | 221,683 | 1,709 | 25,322 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.66s | 492 | 145 | 3,131 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 2.65s | 639 | 301 | 2,210 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.0 | 9.9 | 66.7% | 0 | 11.69s | 8,118 | 454 | 19,433 | |
| GLM 5.3 FlashX | 8.2 | 7.2 | 88.9% | 1 | 24.61s | 7,317 | 463 | 36,503 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.7 | 6.9 | 83.3% | 1 | 60.28s | 71,646 | 5,615 | 59,676 | |
| GLM 5.3 FlashX | 8.2 | 6.9 | 66.7% | 1 | 45.23s | 76,431 | 3,485 | 35,762 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.74s | 7,548 | 279 | 4,386 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 3.38s | 7,149 | 223 | 2,262 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 8.2 | 7.2 | 88.9% | 1 | 31.77s | 644 | 12 | 44,973 | |
| GLM 5.3 FlashX | 3.5 | 4.4 | 33.3% | 2 | 224.00s | 759 | 583 | 279,058 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.65s | 486 | 78 | 1,185 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 5.01s | 498 | 209 | 1,290 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.81s | 615 | 72 | 2,944 | |
| GLM 5.3 FlashX | 9.9 | 10.0 | 100.0% | 0 | 2.23s | 678 | 72 | 1,032 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.73s | 558 | 151 | 2,720 | |
| GLM 5.3 FlashX | 8.2 | 7.7 | 77.8% | 1 | 3.88s | 672 | 456 | 2,848 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 18.47s | 5,530 | 249 | 6,512 | |
| GLM 5.3 FlashX | 10.0 | 10.0 | 100.0% | 0 | 9.39s | 6,861 | 231 | 712 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 156 | 11 | 2,882 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 22.41s | 207 | 278 | 7,756 |
Quick Compare
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