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AutoBe Generated Examples

Benchmark

AI Model Success Score FCSR Status
anthropic/claude-sonnet-4.6 4 100 82% 🟢
minimax/minimax-m2.7 4 100 79% 🟢
openai/gpt-5.4 4 100 80% 🟢
openai/gpt-5.4-mini 4 100 85% 🟢
openai/gpt-5.4-nano 4 100 83% 🟢
qwen/qwen3.5-397b-a17b 4 100 85% 🟢
qwen/qwen3.5-122b-a10b 4 100 87% 🟢
qwen/qwen3.5-35b-a3b 4 100 76% 🟢
qwen/qwen3.5-27b 4 100 80% 🟢
z-ai/glm-5 4 100 88% 🟢
moonshotai/kimi-k2.5 3 95 63% 🟢
  • FCSR: Function Calling Success Rate
  • Status:
    • 🟢: All projects completed successfully
    • 🟡: Some projects failed
    • ❌: All projects failed or not executed

anthropic/claude-sonnet-4.6

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

anthropic/claude-sonnet-4.6 - todo

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 516.5K 10m 23s 98%
🟢 Database namespaces: 2, models: 8 826.1K 3m 18s 100%
🟢 Interface operations: 21, schemas: 26 16.52M 22m 37s 71%
🟢 Test functions: 60 4.67M 7m 29s 98%
🟢 Realize functions: 30 2.36M 9m 13s 92%

anthropic/claude-sonnet-4.6 - reddit

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.12M 26m 50s 97%
🟢 Database namespaces: 6, models: 20 2.20M 4m 36s 100%
🟢 Interface operations: 63, schemas: 85 48.63M 24m 34s 84%
🟢 Test functions: 184 18.77M 18m 8s 97%
🟢 Realize functions: 102 9.49M 16m 56s 90%

anthropic/claude-sonnet-4.6 - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 5, documents: 6 2.77M 53m 58s 97%
🟢 Database namespaces: 6, models: 39 5.07M 7m 30s 99%
🟢 Interface operations: 202, schemas: 204 206.88M 1h 9m 53s 63%
🟢 Test functions: 525 89.22M 1h 2m 19s 91%
🟢 Realize functions: 288 37.62M 37m 3s 86%

anthropic/claude-sonnet-4.6 - erp

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.23M 54m 33s 98%
🟢 Database namespaces: 6, models: 20 2.68M 4m 46s 100%
🟢 Interface operations: 89, schemas: 103 83.06M 45m 12s 74%
🟢 Test functions: 208 26.95M 23m 46s 96%
🟢 Realize functions: 137 14.80M 25m 20s 94%

minimax/minimax-m2.7

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

minimax/minimax-m2.7 - todo

  • Source Code: minimax/minimax-m2.7/todo
  • Score: 100
  • Elapsed Time: 1h 24m 41s
  • Token Usage: 18.34M
  • Function Calling Success Rate: 87.24%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 673.4K 22m 44s 96%
🟢 Database namespaces: 2, models: 8 651.0K 5m 1s 96%
🟢 Interface operations: 17, schemas: 22 11.41M 34m 53s 76%
🟢 Test functions: 54 4.15M 12m 4s 95%
🟢 Realize functions: 24 1.46M 9m 57s 86%

minimax/minimax-m2.7 - reddit

  • Source Code: minimax/minimax-m2.7/reddit
  • Score: 100
  • Elapsed Time: 4h 10m 9s
  • Token Usage: 133.37M
  • Function Calling Success Rate: 76.76%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.17M 33m 30s 94%
🟢 Database namespaces: 9, models: 28 2.97M 11m 30s 93%
🟢 Interface operations: 99, schemas: 113 73.37M 1h 7m 50s 60%
🟢 Test functions: 303 28.16M 55m 58s 93%
🟢 Realize functions: 152 27.68M 1h 21m 19s 84%

minimax/minimax-m2.7 - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 5, documents: 6 3.25M 1h 30m 24s 96%
🟢 Database namespaces: 12, models: 54 6.47M 11m 9s 94%
🟢 Interface operations: 279, schemas: 264 241.74M 1h 13m 34s 76%
🟢 Test functions: 856 120.59M 1h 28m 18s 84%
🟢 Realize functions: 396 79.41M 2h 18m 42s 89%

minimax/minimax-m2.7 - erp

  • Source Code: minimax/minimax-m2.7/erp
  • Score: 100
  • Elapsed Time: 5h 59m 19s
  • Token Usage: 221.72M
  • Function Calling Success Rate: 73.91%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 1.76M 51m 18s 97%
🟢 Database namespaces: 6, models: 28 3.03M 9m 3s 94%
🟢 Interface operations: 129, schemas: 158 126.26M 1h 52m 0s 52%
🟢 Test functions: 401 50.62M 1h 26m 12s 92%
🟢 Realize functions: 189 40.04M 1h 40m 44s 89%

openai/gpt-5.4

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

openai/gpt-5.4 - todo

  • Source Code: openai/gpt-5.4/todo
  • Score: 100
  • Elapsed Time: 37m 26s
  • Token Usage: 21.01M
  • Function Calling Success Rate: 78.92%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 1, documents: 6 536.5K 6m 3s 96%
🟢 Database namespaces: 2, models: 7 515.8K 1m 45s 100%
🟢 Interface operations: 22, schemas: 34 13.68M 18m 29s 66%
🟢 Test functions: 68 4.32M 6m 6s 98%
🟢 Realize functions: 36 1.96M 5m 1s 68%

openai/gpt-5.4 - reddit

  • Source Code: openai/gpt-5.4/reddit
  • Score: 100
  • Elapsed Time: 1h 41m 39s
  • Token Usage: 165.97M
  • Function Calling Success Rate: 79.26%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 1.18M 15m 41s 97%
🟢 Database namespaces: 6, models: 40 2.92M 3m 9s 100%
🟢 Interface operations: 158, schemas: 163 99.98M 28m 44s 67%
🟢 Test functions: 506 45.88M 37m 51s 97%
🟢 Realize functions: 235 16.02M 16m 12s 70%

openai/gpt-5.4 - shopping

  • Source Code: openai/gpt-5.4/shopping
  • Score: 100
  • Elapsed Time: 2h 38m 15s
  • Token Usage: 215.08M
  • Function Calling Success Rate: 80.20%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 4, documents: 6 3.49M 46m 42s 98%
🟢 Database namespaces: 10, models: 48 4.18M 4m 22s 100%
🟢 Interface operations: 168, schemas: 198 135.33M 41m 34s 65%
🟢 Test functions: 551 51.19M 34m 35s 98%
🟢 Realize functions: 261 20.89M 31m 0s 80%

openai/gpt-5.4 - erp

  • Source Code: openai/gpt-5.4/erp
  • Score: 100
  • Elapsed Time: 2h 14m 17s
  • Token Usage: 166.05M
  • Function Calling Success Rate: 81.55%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 2.51M 37m 53s 98%
🟢 Database namespaces: 5, models: 39 3.03M 3m 20s 98%
🟢 Interface operations: 154, schemas: 158 100.65M 32m 12s 68%
🟢 Test functions: 446 41.05M 38m 25s 98%
🟢 Realize functions: 223 18.80M 22m 25s 78%

openai/gpt-5.4-mini

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

openai/gpt-5.4-mini - todo

  • Source Code: openai/gpt-5.4-mini/todo
  • Score: 100
  • Elapsed Time: 24m 46s
  • Token Usage: 27.97M
  • Function Calling Success Rate: 89.08%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 985.8K 4m 10s 95%
🟢 Database namespaces: 2, models: 8 611.9K 1m 21s 80%
🟢 Interface operations: 24, schemas: 31 18.09M 9m 5s 82%
🟢 Test functions: 77 4.75M 4m 55s 98%
🟢 Realize functions: 34 3.53M 5m 14s 96%

openai/gpt-5.4-mini - reddit

  • Source Code: openai/gpt-5.4-mini/reddit
  • Score: 100
  • Elapsed Time: 42m 40s
  • Token Usage: 70.13M
  • Function Calling Success Rate: 87.03%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 1.07M 4m 58s 99%
🟢 Database namespaces: 6, models: 25 1.64M 1m 11s 97%
🟢 Interface operations: 85, schemas: 76 40.32M 8m 53s 74%
🟢 Test functions: 255 19.60M 19m 9s 98%
🟢 Realize functions: 118 7.50M 8m 27s 87%

openai/gpt-5.4-mini - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 2.13M 13m 55s 98%
🟢 Database namespaces: 17, models: 44 3.16M 1m 44s 91%
🟢 Interface operations: 241, schemas: 192 186.70M 18m 50s 79%
🟢 Test functions: 752 68.28M 41m 49s 98%
🟢 Realize functions: 332 49.46M 18m 36s 93%

openai/gpt-5.4-mini - erp

  • Source Code: openai/gpt-5.4-mini/erp
  • Score: 100
  • Elapsed Time: 2h 5m 29s
  • Token Usage: 110.19M
  • Function Calling Success Rate: 78.93%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.53M 15m 30s 97%
🟢 Database namespaces: 9, models: 29 1.61M 1m 15s 97%
🟢 Interface operations: 114, schemas: 127 67.32M 34m 40s 61%
🟢 Test functions: 366 29.56M 45m 56s 99%
🟢 Realize functions: 170 10.17M 28m 4s 89%

openai/gpt-5.4-nano

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

openai/gpt-5.4-nano - todo

  • Source Code: openai/gpt-5.4-nano/todo
  • Score: 100
  • Elapsed Time: 5h 0m 3s
  • Token Usage: 66.29M
  • Function Calling Success Rate: 90.53%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.69M 24m 54s 96%
🟢 Database namespaces: 1, models: 3 883.1K 2m 22s 83%
🟢 Interface operations: 23, schemas: 28 30.04M 38m 48s 66%
🟢 Test functions: 69 7.96M 19m 58s 98%
🟢 Realize functions: 29 24.72M 3h 34m 0s 97%

openai/gpt-5.4-nano - reddit

  • Source Code: openai/gpt-5.4-nano/reddit
  • Score: 100
  • Elapsed Time: 1h 41m 44s
  • Token Usage: 123.02M
  • Function Calling Success Rate: 82.10%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 1.36M 7m 27s 97%
🟢 Database namespaces: 7, models: 23 1.70M 1m 22s 91%
🟢 Interface operations: 126, schemas: 98 70.97M 22m 6s 66%
🟢 Test functions: 369 34.64M 43m 26s 96%
🟢 Realize functions: 174 14.36M 27m 21s 88%

openai/gpt-5.4-nano - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 3.19M 45m 22s 98%
🟢 Database namespaces: 7, models: 35 2.85M 1m 56s 87%
🟢 Interface operations: 185, schemas: 159 122.62M 31m 48s 64%
🟢 Test functions: 575 53.61M 1h 3m 20s 97%
🟢 Realize functions: 264 21.20M 23m 37s 86%

openai/gpt-5.4-nano - erp

  • Source Code: openai/gpt-5.4-nano/erp
  • Score: 100
  • Elapsed Time: 2h 13m 46s
  • Token Usage: 149.24M
  • Function Calling Success Rate: 78.53%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.16M 17m 18s 98%
🟢 Database namespaces: 7, models: 26 2.13M 1m 54s 92%
🟢 Interface operations: 122, schemas: 131 91.12M 39m 59s 63%
🟢 Test functions: 362 32.73M 39m 34s 96%
🟢 Realize functions: 186 21.11M 34m 58s 82%

qwen/qwen3.5-397b-a17b

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

qwen/qwen3.5-397b-a17b - todo

  • Source Code: qwen/qwen3.5-397b-a17b/todo
  • Score: 100
  • Elapsed Time: 1h 0m 18s
  • Token Usage: 18.18M
  • Function Calling Success Rate: 93.68%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.18M 17m 22s 99%
🟢 Database namespaces: 2, models: 8 403.3K 1m 58s 100%
🟢 Interface operations: 16, schemas: 29 10.74M 16m 48s 90%
🟢 Test functions: 44 2.73M 8m 43s 97%
🟢 Realize functions: 25 3.12M 15m 25s 90%

qwen/qwen3.5-397b-a17b - reddit

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.19M 35m 30s 100%
🟢 Database namespaces: 2, models: 21 1.31M 9m 46s 98%
🟢 Interface operations: 68, schemas: 72 52.00M 35m 47s 69%
🟢 Test functions: 205 17.48M 26m 12s 93%
🟢 Realize functions: 102 13.98M 35m 15s 89%

qwen/qwen3.5-397b-a17b - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 5, documents: 6 5.61M 1h 4m 0s 97%
🟢 Database namespaces: 11, models: 53 4.84M 7m 29s 98%
🟢 Interface operations: 221, schemas: 207 162.46M 57m 45s 80%
🟢 Test functions: 644 80.31M 1h 14m 55s 94%
🟢 Realize functions: 315 54.20M 46m 8s 88%

qwen/qwen3.5-397b-a17b - erp

  • Source Code: qwen/qwen3.5-397b-a17b/erp
  • Score: 100
  • Elapsed Time: 3h 58m 13s
  • Token Usage: 136.11M
  • Function Calling Success Rate: 81.37%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 4.54M 1h 18m 5s 98%
🟢 Database namespaces: 8, models: 24 1.96M 3m 36s 98%
🟢 Interface operations: 83, schemas: 114 81.87M 1h 3m 52s 67%
🟢 Test functions: 255 23.93M 50m 30s 93%
🟢 Realize functions: 130 23.80M 42m 9s 87%

qwen/qwen3.5-122b-a10b

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

qwen/qwen3.5-122b-a10b - todo

  • Source Code: qwen/qwen3.5-122b-a10b/todo
  • Score: 100
  • Elapsed Time: 1h 24m 39s
  • Token Usage: 28.89M
  • Function Calling Success Rate: 93.74%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.44M 18m 22s 97%
🟢 Database namespaces: 2, models: 8 471.2K 1m 49s 92%
🟢 Interface operations: 28, schemas: 37 16.40M 37m 8s 90%
🟢 Test functions: 83 5.15M 12m 25s 97%
🟢 Realize functions: 43 5.43M 14m 54s 93%

qwen/qwen3.5-122b-a10b - reddit

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.56M 34m 11s 97%
🟢 Database namespaces: 2, models: 18 1.28M 6m 4s 86%
🟢 Interface operations: 82, schemas: 86 59.30M 54m 30s 76%
🟢 Test functions: 239 19.29M 53m 42s 95%
🟢 Realize functions: 120 18.98M 58m 12s 97%

qwen/qwen3.5-122b-a10b - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 3.64M 33m 21s 97%
🟢 Database namespaces: 8, models: 44 3.47M 12m 56s 97%
🟢 Interface operations: 189, schemas: 199 144.70M 1h 22m 28s 78%
🟢 Test functions: 538 54.62M 56m 39s 96%
🟢 Realize functions: 274 47.65M 1h 25m 1s 92%

qwen/qwen3.5-122b-a10b - erp

  • Source Code: qwen/qwen3.5-122b-a10b/erp
  • Score: 100
  • Elapsed Time: 4h 29m 56s
  • Token Usage: 194.43M
  • Function Calling Success Rate: 85.10%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.21M 22m 19s 97%
🟢 Database namespaces: 9, models: 27 2.05M 7m 12s 94%
🟢 Interface operations: 125, schemas: 159 119.99M 1h 33m 29s 76%
🟢 Test functions: 355 30.72M 1h 4m 4s 94%
🟢 Realize functions: 182 39.45M 1h 22m 49s 93%

qwen/qwen3.5-35b-a3b

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

qwen/qwen3.5-35b-a3b - todo

  • Source Code: qwen/qwen3.5-35b-a3b/todo
  • Score: 100
  • Elapsed Time: 1h 35m 22s
  • Token Usage: 33.22M
  • Function Calling Success Rate: 83.84%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.59M 18m 11s 97%
🟢 Database namespaces: 2, models: 8 581.6K 2m 5s 90%
🟢 Interface operations: 27, schemas: 37 19.30M 30m 26s 76%
🟢 Test functions: 81 7.01M 17m 50s 85%
🟢 Realize functions: 41 4.73M 26m 47s 82%

qwen/qwen3.5-35b-a3b - reddit

  • Source Code: qwen/qwen3.5-35b-a3b/reddit
  • Score: 100
  • Elapsed Time: 2h 17m 14s
  • Token Usage: 136.05M
  • Function Calling Success Rate: 76.28%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 1.78M 15m 53s 95%
🟢 Database namespaces: 5, models: 26 2.14M 5m 46s 91%
🟢 Interface operations: 100, schemas: 113 77.68M 47m 25s 68%
🟢 Test functions: 284 29.17M 39m 5s 83%
🟢 Realize functions: 151 25.27M 29m 2s 77%

qwen/qwen3.5-35b-a3b - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 5, documents: 6 3.63M 37m 45s 98%
🟢 Database namespaces: 8, models: 59 5.32M 11m 48s 86%
🟢 Interface operations: 227, schemas: 232 212.60M 2h 40m 51s 64%
🟢 Test functions: 634 79.95M 1h 20m 54s 87%
🟢 Realize functions: 336 59.65M 1h 18m 12s 80%

qwen/qwen3.5-35b-a3b - erp

  • Source Code: qwen/qwen3.5-35b-a3b/erp
  • Score: 100
  • Elapsed Time: 6h 39m 13s
  • Token Usage: 214.29M
  • Function Calling Success Rate: 76.52%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 4.64M 50m 57s 97%
🟢 Database namespaces: 7, models: 29 3.60M 13m 22s 86%
🟢 Interface operations: 115, schemas: 159 111.38M 2h 11m 13s 66%
🟢 Test functions: 336 41.72M 56m 40s 85%
🟢 Realize functions: 186 52.95M 2h 26m 59s 76%

qwen/qwen3.5-27b

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

qwen/qwen3.5-27b - todo

  • Source Code: qwen/qwen3.5-27b/todo
  • Score: 100
  • Elapsed Time: 2h 32m 55s
  • Token Usage: 21.45M
  • Function Calling Success Rate: 88.12%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 767.2K 24m 58s 100%
🟢 Database namespaces: 2, models: 7 422.3K 3m 41s 91%
🟢 Interface operations: 22, schemas: 32 12.75M 1h 0m 20s 83%
🟢 Test functions: 62 3.74M 21m 56s 94%
🟢 Realize functions: 33 3.77M 41m 58s 85%

qwen/qwen3.5-27b - reddit

  • Source Code: qwen/qwen3.5-27b/reddit
  • Score: 100
  • Elapsed Time: 5h 57m 24s
  • Token Usage: 107.12M
  • Function Calling Success Rate: 80.73%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 2.88M 1h 14m 31s 97%
🟢 Database namespaces: 6, models: 22 1.67M 32m 3s 90%
🟢 Interface operations: 88, schemas: 102 62.09M 1h 38m 42s 71%
🟢 Test functions: 254 21.49M 57m 44s 87%
🟢 Realize functions: 136 18.99M 1h 34m 23s 83%

qwen/qwen3.5-27b - shopping

  • Source Code: qwen/qwen3.5-27b/shopping
  • Score: 100
  • Elapsed Time: 9h 15m 29s
  • Token Usage: 265.56M
  • Function Calling Success Rate: 81.60%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 4, documents: 6 4.19M 1h 11m 41s 98%
🟢 Database namespaces: 10, models: 53 4.33M 18m 43s 89%
🟢 Interface operations: 176, schemas: 200 150.40M 2h 48m 9s 77%
🟢 Test functions: 504 55.49M 2h 9m 29s 92%
🟢 Realize functions: 267 51.16M 2h 47m 25s 75%

qwen/qwen3.5-27b - erp

  • Source Code: qwen/qwen3.5-27b/erp
  • Score: 100
  • Elapsed Time: 5h 59m 29s
  • Token Usage: 148.39M
  • Function Calling Success Rate: 78.38%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 2.60M 56m 38s 99%
🟢 Database namespaces: 5, models: 27 2.61M 12m 38s 88%
🟢 Interface operations: 101, schemas: 139 89.18M 2h 4m 39s 70%
🟢 Test functions: 284 26.71M 1h 9m 4s 83%
🟢 Realize functions: 163 27.28M 1h 36m 27s 82%

z-ai/glm-5

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 100 🟢 🟢 🟢 🟢 🟢
erp 100 🟢 🟢 🟢 🟢 🟢

z-ai/glm-5 - todo

  • Source Code: z-ai/glm-5/todo
  • Score: 100
  • Elapsed Time: 1h 11m 24s
  • Token Usage: 18.48M
  • Function Calling Success Rate: 93.56%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 357.6K 9m 7s 100%
🟢 Database namespaces: 2, models: 7 940.7K 7m 23s 100%
🟢 Interface operations: 20, schemas: 26 11.10M 30m 28s 89%
🟢 Test functions: 66 4.27M 11m 59s 97%
🟢 Realize functions: 29 1.81M 12m 24s 90%

z-ai/glm-5 - reddit

  • Source Code: z-ai/glm-5/reddit
  • Score: 100
  • Elapsed Time: 2h 50m 43s
  • Token Usage: 77.83M
  • Function Calling Success Rate: 90.00%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 859.0K 33m 32s 95%
🟢 Database namespaces: 7, models: 18 2.50M 18m 3s 96%
🟢 Interface operations: 58, schemas: 60 53.03M 58m 45s 90%
🟢 Test functions: 183 13.17M 26m 55s 94%
🟢 Realize functions: 83 8.27M 33m 26s 78%

z-ai/glm-5 - shopping

  • Source Code: z-ai/glm-5/shopping
  • Score: 100
  • Elapsed Time: 8h 37m 29s
  • Token Usage: 169.28M
  • Function Calling Success Rate: 86.05%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 3, documents: 6 3.63M 2h 0m 17s 96%
🟢 Database namespaces: 9, models: 32 7.91M 25m 52s 99%
🟢 Interface operations: 123, schemas: 137 93.00M 2h 32m 40s 82%
🟢 Test functions: 337 42.81M 1h 29m 27s 94%
🟢 Realize functions: 180 21.92M 2h 9m 12s 76%

z-ai/glm-5 - erp

  • Source Code: z-ai/glm-5/erp
  • Score: 100
  • Elapsed Time: 5h 11m 55s
  • Token Usage: 349.57M
  • Function Calling Success Rate: 90.77%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.73M 1h 5m 11s 96%
🟢 Database namespaces: 10, models: 21 4.06M 22m 27s 92%
🟢 Interface operations: 92, schemas: 124 303.84M 2h 5m 16s 88%
🟢 Test functions: 281 25.15M 57m 51s 95%
🟢 Realize functions: 140 14.80M 41m 8s 88%

moonshotai/kimi-k2.5

Project Score Analyze Prisma Interface Test Realize
todo 100 🟢 🟢 🟢 🟢 🟢
reddit 100 🟢 🟢 🟢 🟢 🟢
shopping 80 🟢 🟢 🟢 🟢 🟡
erp 100 🟢 🟢 🟢 🟢 🟢

moonshotai/kimi-k2.5 - todo

  • Source Code: moonshotai/kimi-k2.5/todo
  • Score: 100
  • Elapsed Time: 2h 15m 47s
  • Token Usage: 19.53M
  • Function Calling Success Rate: 59.20%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 397.8K 18m 48s 98%
🟢 Database namespaces: 3, models: 7 718.3K 5m 54s 90%
🟢 Interface operations: 18, schemas: 27 12.00M 1h 3m 0s 62%
🟢 Test functions: 55 4.29M 11m 24s 88%
🟢 Realize functions: 27 2.12M 36m 39s 27%

moonshotai/kimi-k2.5 - reddit

  • Source Code: moonshotai/kimi-k2.5/reddit
  • Score: 100
  • Elapsed Time: 8h 47m 16s
  • Token Usage: 117.52M
  • Function Calling Success Rate: 67.12%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 4, documents: 6 749.3K 22m 6s 85%
🟢 Database namespaces: 7, models: 35 2.78M 16m 11s 96%
🟢 Interface operations: 119, schemas: 118 63.79M 1h 44m 54s 81%
🟢 Test functions: 346 31.84M 1h 12m 2s 50%
🟢 Realize functions: 169 18.35M 5h 12m 0s 75%

moonshotai/kimi-k2.5 - shopping

Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 5, documents: 6 2.44M 1h 43m 2s 81%
🟢 Database namespaces: 8, models: 53 5.08M 38m 21s 31%
🟢 Interface operations: 259, schemas: 207 176.24M 10h 47m 34s 63%
🟢 Test functions: 709 98.95M 6h 33m 12s 74%
🟡 Realize functions: 346 77.81M 1h 27m 44s 61%

moonshotai/kimi-k2.5 - erp

  • Source Code: moonshotai/kimi-k2.5/erp
  • Score: 100
  • Elapsed Time: 5h 10m 2s
  • Token Usage: 103.08M
  • Function Calling Success Rate: 55.48%
Phase Generated Token Usage Elapsed Time FCSR
🟢 Analyze actors: 2, documents: 6 1.65M 44m 2s 85%
🟢 Database namespaces: 7, models: 21 2.26M 16m 37s 97%
🟢 Interface operations: 84, schemas: 104 62.00M 1h 41m 35s 38%
🟢 Test functions: 261 25.11M 1h 0m 5s 92%
🟢 Realize functions: 131 12.07M 1h 27m 40s 53%

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