- Rank
- #218
- Total Output Tokens
- 53,060
- Response Time (avg)
- 20.07s
- Total Cost
- $0.176
Qwen3.5 Plus 2026-02-15 vs GLM 5.3 (low)
GLM 5.3 (low) leads on average score with 6.5 vs 6.3. Qwen3.5 Plus 2026-02-15 has the lower benchmark cost at $0.176 vs $0.471. GLM 5.3 (low) is faster at 15.18s vs 20.07s, with pass rates of 52.2% vs 63.8%.
Compared models
- Rank
- #196
- Total Output Tokens
- 28,106
- Response Time (avg)
- 15.18s
- Total Cost
- $0.471
Recommended model
Qwen3.5 Plus 2026-02-15
Its score stays close to the best score here (6.3 vs 6.5), while costing about 2.7x less than GLM 5.3 (low).
Detailed comparison
| Metric | Qwen3.5 Plus 2026-02-15 Qwen3.5 Plus 2026-02-15 none | GLM 5.3 GLM 5.3 low |
|---|---|---|
| Score | 6.3 | 6.5 |
| Rank | #218 | #196 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.1 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 52.2% | 63.8% |
| Flaky tests | 3 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 1.593 | 3.923 |
| Total Cost | $0.176 | $0.471 |
| Input Price | $0.260 / 1M | $1.400 / 1M |
| Output Price | $1.560 / 1M | $4.400 / 1M |
| Total Input Tokens | 346,064 | 247,871 |
| Output Tokens | 53,060 | 10,791 |
| Reasoning Tokens | 0 | 17,315 |
| Response Time (avg) | 20.07s | 15.18s |
| Response Time (max) | 183.50s | 83.60s |
| Response Time (total) | 341.27s | 349.06s |
| Parameters | ~397B total (~17B active) | 744B total (40B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#218 Qwen3.5 Plus 2026-02-15
none- Cost
- $0.012
- Time
- 153.2s
- Tokens
- 7,787 tok
#196 GLM 5.3
low- Cost
- $0.007
- Time
- 28.4s
- Tokens
- 1,599 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 |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 5.2 | 3.2 | 33.3% | 1 | 183.50s | 243,409 | 23,690 | 0 | |
| GLM 5.3 | 5.2 | 3.2 | 33.3% | 1 | 48.84s | 142,882 | 2,259 | 1,039 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 4.8 | 10.0 | 25.0% | 0 | 1.91s | 696 | 517 | 0 | |
| GLM 5.3 | 6.9 | 7.9 | 66.7% | 1 | 4.16s | 639 | 266 | 249 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 4.3 | 7.9 | 11.1% | 1 | 2.05s | 7,913 | 473 | 0 | |
| GLM 5.3 | 6.2 | 6.9 | 55.6% | 1 | 21.02s | 7,317 | 368 | 6,764 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 6.5 | 10.0 | 50.0% | 0 | 64.83s | 75,086 | 27,204 | 0 | |
| GLM 5.3 | 3.8 | 5.8 | 33.3% | 1 | 53.02s | 80,209 | 6,729 | 5,209 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.89s | 7,794 | 243 | 0 | |
| GLM 5.3 | 10.0 | 10.0 | 100.0% | 0 | 3.42s | 7,149 | 210 | 56 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 1.24s | 798 | 17 | 0 | |
| GLM 5.3 | 5.3 | 10.0 | 33.3% | 0 | 19.23s | 759 | 35 | 3,384 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 4.4 | 3.0 | 33.3% | 1 | 2.26s | 522 | 117 | 0 | |
| GLM 5.3 | 4.1 | 2.7 | 33.3% | 1 | 4.70s | 498 | 163 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.67s | 711 | 72 | 0 | |
| GLM 5.3 | 10.0 | 10.0 | 100.0% | 0 | 3.40s | 678 | 72 | 81 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 2.71s | 714 | 494 | 0 | |
| GLM 5.3 | 10.0 | 10.0 | 100.0% | 0 | 4.20s | 672 | 389 | 225 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 3.33s | 8,211 | 222 | 0 | |
| GLM 5.3 | 10.0 | 10.0 | 100.0% | 0 | 18.45s | 6,861 | 231 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 Plus 2026-02-15 | 3.0 | 10.0 | 0.0% | 0 | 1.11s | 210 | 11 | 0 | |
| GLM 5.3 | 3.0 | 10.0 | 0.0% | 0 | 7.42s | 207 | 69 | 308 |
Quick Compare
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