- Rank
- #101
- Total Output Tokens
- 96,655
- Response Time (avg)
- 11.78s
- Total Cost
- $1.316
Gemini 3.5 Flash (medium) vs GLM 5.3 FlashX (max)
GLM 5.3 FlashX (max) leads on average score with 7.9 vs 7.9. GLM 5.3 FlashX (max) has the lower benchmark cost at $0.623 vs $1.316. Gemini 3.5 Flash (medium) is faster at 11.78s vs 43.97s, with pass rates of 81.2% vs 78.3%.
Compared models
- Rank
- #97
- Total Output Tokens
- 402,765
- Response Time (avg)
- 43.97s
- Total Cost
- $0.623
Recommended model
Gemini 3.5 Flash (medium)
Its score stays close to the best score here (7.9 vs 7.9), while responding about 3.7x faster than GLM 5.3 FlashX (max).
Detailed comparison
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash medium | GLM 5.3 FlashX GLM 5.3 FlashX max |
|---|---|---|
| Score | 7.9 | 7.9 |
| Rank | #101 | #97 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 81.2% | 78.3% |
| Flaky tests | 2 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 7.306 | 4.153 |
| Total Cost | $1.316 | $0.623 |
| Input Price | $1.500 / 1M | $0.370 / 1M |
| Output Price | $9.000 / 1M | $1.250 / 1M |
| Total Input Tokens | 296,760 | 322,894 |
| Output Tokens | 4,371 | 8,010 |
| Reasoning Tokens | 92,284 | 394,755 |
| Response Time (avg) | 11.78s | 43.97s |
| Response Time (max) | 84.47s | 390.70s |
| Response Time (total) | 271.03s | 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.
#101 Gemini 3.5 Flash
medium- Cost
- $0.201
- Time
- 112.9s
- Tokens
- 22,371 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 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 84.47s | 227,004 | 2,205 | 32,277 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.09s | 492 | 171 | 3,385 | |
| 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 3.5 Flash | 7.9 | 7.5 | 77.8% | 1 | 12.63s | 8,118 | 461 | 24,939 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 44.36s | 45,684 | 516 | 8,835 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.07s | 7,548 | 279 | 3,784 | |
| 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 3.5 Flash | 5.3 | 10.0 | 33.3% | 0 | 7.28s | 642 | 12 | 10,618 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.52s | 486 | 115 | 1,144 | |
| 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 3.5 Flash | 9.9 | 10.0 | 100.0% | 0 | 2.70s | 615 | 71 | 2,855 | |
| 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 3.5 Flash | 7.7 | 10.0 | 66.7% | 0 | 2.38s | 558 | 295 | 2,747 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.81s | 5,457 | 234 | 455 | |
| 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 156 | 12 | 1,245 | |
| GLM 5.3 FlashX | 3.0 | 10.0 | 0.0% | 0 | 22.41s | 207 | 278 | 7,756 |
Quick Compare
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