- Rank
- #168
- Total Output Tokens
- 139,375
- Response Time (avg)
- 24.87s
- Total Cost
- $0.478
KAT-Coder-Pro V2.5 (medium) vs Space Bunny Alpha (high)
Space Bunny Alpha (high) leads on average score with 7.0 vs 6.9. Space Bunny Alpha (high) has the lower benchmark cost at $0.000 vs $0.478. KAT-Coder-Pro V2.5 (medium) is faster at 24.87s vs 27.38s, with pass rates of 65.2% vs 62.1%.
Compared models
- Rank
- #161
- Total Output Tokens
- 170,155
- Response Time (avg)
- 27.38s
- Total Cost
- $0.000
Recommended model
KAT-Coder-Pro V2.5 (medium)
It offers the best overall trade-off: a competitive score (6.9), faster response than Space Bunny Alpha (high), and balanced cost.
Detailed comparison
| Metric | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium | Space Bunny Alpha Space Bunny Alpha high |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #168 | #161 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.0 | 8.5 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 65.2% | 62.1% |
| Flaky tests | 8 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 4.342 | 0.000 |
| Total Cost | $0.478 | $0.000 |
| Input Price | $0.740 / 1M | $0.000 / 1M |
| Output Price | $2.960 / 1M | $0.000 / 1M |
| Total Input Tokens | 87,916 | 137,409 |
| Output Tokens | 7,213 | 170,155 |
| Reasoning Tokens | 132,162 | 0 |
| Response Time (avg) | 24.87s | 27.38s |
| Response Time (max) | 257.00s | 234.56s |
| Response Time (total) | 547.14s | 602.37s |
| Parameters | ~700B total (~72B active) | - |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#168 KAT-Coder-Pro V2.5
medium- Cost
- $0.009
- Time
- 25.6s
- Tokens
- 2,939 tok
#161 Space Bunny Alpha
high- Cost
- $0.000
- Time
- 76.4s
- Tokens
- 8,935 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 |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 8.2 | 7.9 | 83.3% | 1 | 3.90s | 672 | 208 | 3,868 | |
| Space Bunny Alpha | 6.4 | 5.8 | 66.7% | 2 | 3.48s | 2,130 | 3,125 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 7.8 | 10.0 | 66.7% | 0 | 33.10s | 7,893 | 416 | 33,658 | |
| Space Bunny Alpha | 6.2 | 7.1 | 55.6% | 1 | 8.29s | 8,493 | 8,006 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 6.4 | 5.8 | 66.7% | 1 | 135.75s | 60,289 | 5,478 | 51,591 | |
| Space Bunny Alpha | 6.5 | 10.0 | 50.0% | 0 | 19.30s | 103,428 | 15,087 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 7.3 | 5.9 | 83.3% | 1 | 4.70s | 7,776 | 275 | 2,122 | |
| Space Bunny Alpha | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 7,890 | 590 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 2.9 | 4.4 | 22.2% | 2 | 35.11s | 780 | 36 | 33,495 | |
| Space Bunny Alpha | 7.7 | 10.0 | 66.7% | 0 | 85.05s | 1,869 | 66,726 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 4.7 | 3.1 | 33.3% | 1 | 2.35s | 516 | 92 | 381 | |
| Space Bunny Alpha | 4.2 | 9.9 | 0.0% | 0 | 4.75s | 855 | 1,038 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 9.9 | 10.0 | 100.0% | 0 | 2.58s | 699 | 83 | 971 | |
| Space Bunny Alpha | 6.2 | 5.8 | 66.7% | 1 | 2.04s | 1,425 | 719 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 5.9 | 4.5 | 66.7% | 2 | 3.20s | 696 | 325 | 1,867 | |
| Space Bunny Alpha | 8.3 | 10.0 | 66.7% | 0 | 6.43s | 1,782 | 5,175 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 19.02s | 8,391 | 282 | 1,010 | |
| Space Bunny Alpha | 10.0 | 10.0 | 100.0% | 0 | 3.34s | 8,961 | 471 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 9.87s | 204 | 18 | 3,199 | |
| Space Bunny Alpha | 3.0 | 10.0 | 0.0% | 0 | 234.56s | 576 | 69,218 | 0 |
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