- Rank
- #141
- Total Output Tokens
- 386,642
- Response Time (avg)
- 153.29s
- Total Cost
- $0.492
LongCat 2.0 (high) vs Qwen3.5 Plus 2026-02-15
LongCat 2.0 (high) leads on average score with 6.7 vs 6.6. Qwen3.5 Plus 2026-02-15 has the lower benchmark cost at $0.073 vs $0.492. Qwen3.5 Plus 2026-02-15 is faster at 9.86s vs 153.29s, with pass rates of 51.5% vs 53.0%.
- Rank
- #149
- Total Output Tokens
- 29,370
- Response Time (avg)
- 9.86s
- Total Cost
- $0.073
Recommended model
Qwen3.5 Plus 2026-02-15
Its score stays close to the best score here (6.6 vs 6.7), while costing about 6.8x less than LongCat 2.0 (high).
Detailed comparison
| Metric | LongCat 2.0 LongCat 2.0 high | Qwen3.5 Plus 2026-02-15 Qwen3.5 Plus 2026-02-15 none |
|---|---|---|
| Score | 6.7 | 6.6 |
| Rank | #141 | #149 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.4 | 9.4 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 51.5% | 53.0% |
| Flaky tests | 4 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 5.467 | 0.682 |
| Total Cost | $0.492 | $0.073 |
| Input Price | $0.300 / 1M | $0.260 / 1M |
| Output Price | $1.200 / 1M | $1.560 / 1M |
| Total Input Tokens | 93,411 | 102,655 |
| Output Tokens | 30,470 | 29,370 |
| Reasoning Tokens | 356,172 | 0 |
| Response Time (avg) | 153.29s | 9.86s |
| Response Time (max) | 941.66s | 123.00s |
| Response Time (total) | 3372.36s | 157.77s |
| Parameters | 1.6T total (48B active) | ~397B total (~17B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#141 LongCat 2.0
high
Invalid SVG
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
#149 Qwen3.5 Plus 2026-02-15
none- Cost
- $0.012
- Time
- 153.2s
- Tokens
- 7,787 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 |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 8.9 | 8.1 | 91.7% | 1 | 7.76s | 588 | 303 | 3,300 | |
| Qwen3.5 Plus 2026-02-15 | 4.8 | 10.0 | 25.0% | 0 | 1.91s | 696 | 517 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 7.8 | 9.3 | 66.7% | 0 | 505.33s | 6,913 | 244 | 192,377 | |
| Qwen3.5 Plus 2026-02-15 | 4.3 | 7.9 | 11.1% | 1 | 2.05s | 7,913 | 473 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 10.0 | 10.0 | 100.0% | 0 | 167.13s | 68,941 | 4,934 | 49,558 | |
| Qwen3.5 Plus 2026-02-15 | 6.5 | 10.0 | 50.0% | 0 | 64.83s | 75,086 | 27,204 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 3.6 | 5.8 | 33.3% | 1 | 10.98s | 7,653 | 197 | 2,714 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.89s | 7,794 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 3.6 | 7.2 | 22.2% | 1 | 433.73s | 505 | 23,928 | 86,947 | |
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 1.24s | 798 | 17 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 5.1 | 10.0 | 0.0% | 0 | 17.00s | 480 | 111 | 1,748 | |
| Qwen3.5 Plus 2026-02-15 | 4.4 | 3.0 | 33.3% | 1 | 2.26s | 522 | 117 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 6.5 | 10.0 | 50.0% | 0 | 6.96s | 657 | 78 | 1,726 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 1.67s | 711 | 72 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 3.1 | 7.4 | 11.1% | 1 | 9.18s | 636 | 379 | 2,778 | |
| Qwen3.5 Plus 2026-02-15 | 7.7 | 10.0 | 66.7% | 0 | 2.71s | 714 | 494 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 10.0 | 10.0 | 100.0% | 0 | 10.02s | 6,840 | 249 | 505 | |
| Qwen3.5 Plus 2026-02-15 | 10.0 | 10.0 | 100.0% | 0 | 3.33s | 8,211 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LongCat 2.0 | 3.0 | 10.0 | 0.0% | 0 | 99.44s | 198 | 47 | 14,519 | |
| Qwen3.5 Plus 2026-02-15 | 3.0 | 10.0 | 0.0% | 0 | 1.11s | 210 | 11 | 0 |
Quick Compare
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