23
Models Tested
8
Total Tasks
53.3%
Overall Success Rate
98/184
Passed Combinations
| Score | Model | task1_file_list | task2_fix_python_syntax | task4_web_fetch | task5_dedup_contact | task7_log_parser | task8_regex_extraction | task9_cpp_footguns | test_multiple_tests |
|---|---|---|---|---|---|---|---|---|---|
| 87.5% | openrouter/anthropic/claude-sonnet-4.5 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 87.5% | openrouter/anthropic/claude-sonnet-4 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 75.0% | openrouter/openai/gpt-5 | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 75.0% | openrouter/anthropic/claude-3.5-sonnet | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ |
| 75.0% | openrouter/anthropic/claude-haiku-4.5 | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 75.0% | openrouter/anthropic/claude-3.5-haiku | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 75.0% | openrouter/openai/gpt-4.1-mini | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ |
| 62.5% | openrouter/anthropic/claude-3.7-sonnet | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ✅ |
| 62.5% | openrouter/deepseek/deepseek-v3.1-terminus | ✅ | ✅ | ❌ | ✅ | ❌ | ✅ | ❌ | ✅ |
| 62.5% | litellm/GLM-4.5-Air-FP8-dev | ❌ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ |
| 62.5% | openrouter/openai/gpt-5-mini | ❌ | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ |
| 50.0% | openrouter/google/gemini-2.5-flash-preview-09-2025 | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ |
| 50.0% | openrouter/openai/gpt-5-nano | ❌ | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ |
| 50.0% | openrouter/qwen/qwen3-coder | ✅ | ❌ | ❌ | ❌ | ✅ | ✅ | ❌ | ✅ |
| 50.0% | openrouter/x-ai/grok-3-mini | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ |
| 50.0% | openrouter/openai/gpt-4o-mini | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ |
| 37.5% | openrouter/anthropic/claude-3-haiku | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ |
| 37.5% | openrouter/openai/gpt-oss-120b | ❌ | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ✅ |
| 37.5% | openrouter/openai/gpt-oss-20b | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ |
| 25.0% | openrouter/google/gemini-2.5-pro | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ |
| 25.0% | openrouter/openai/gpt-4.1-nano | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ |
| 12.5% | openrouter/google/gemini-2.5-flash-lite-preview-09-2025 | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ |
| 0.0% | openrouter/deepseek/deepseek-chat-v3-0324 | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |