LLM Evaluation

Run of 2026-01-09 15:00:42

16

Models Tested

13

Total Tasks

49.5%

Overall Success Rate

103/208

Passed Combinations

Details

Score	Model	task10_multiple_tests	task11_relationship_classifier	task12_need_reply	task13_meeting_action_items	task14_graph_money_distribution	task1_file_list	task2_fix_python_syntax	task4_web_fetch	task5_dedup_contact	task6_config_merger	task7_log_parser	task8_regex_extraction	task9_cpp_footguns
84.6%	openrouter/google/gemini-3-pro-preview	✅	✅	✅	✅	❌	✅	✅	❌	✅	✅	✅	✅	✅
84.6%	openrouter/anthropic/claude-opus-4.5	✅	✅	✅	✅	❌	✅	✅	❌	✅	✅	✅	✅	✅
84.6%	openrouter/anthropic/claude-haiku-4.5	✅	✅	✅	❌	✅	✅	✅	❌	✅	✅	✅	✅	✅
76.9%	openrouter/qwen/qwen3-coder	✅	✅	❌	✅	✅	✅	✅	❌	✅	✅	❌	✅	✅
69.2%	openrouter/deepseek/deepseek-v3.1-terminus	✅	✅	✅	❌	❌	✅	✅	❌	✅	✅	❌	✅	✅
69.2%	openrouter/anthropic/claude-sonnet-4.5	✅	✅	❌	✅	❌	✅	❌	❌	✅	✅	✅	✅	✅
61.5%	openrouter/google/gemini-2.5-pro	✅	✅	✅	❌	❌	❌	✅	❌	❌	✅	✅	✅	✅
53.8%	openrouter/google/gemini-2.5-flash-preview-09-2025	✅	✅	❌	❌	❌	❌	✅	❌	❌	✅	✅	✅	✅
53.8%	litellm/GLM-4.5-Air-FP8-dev	✅	✅	✅	❌	❌	✅	✅	✅	❌	✅	❌	❌	❌
46.2%	openrouter/x-ai/grok-code-fast-1	✅	✅	❌	❌	❌	❌	✅	❌	❌	✅	✅	✅	❌
38.5%	openrouter/x-ai/grok-3-mini	✅	❌	❌	❌	❌	✅	❌	❌	❌	✅	✅	✅	❌
38.5%	openrouter/google/gemini-2.5-flash-lite-preview-09-2025	✅	❌	❌	❌	❌	✅	✅	❌	❌	✅	❌	✅	❌
15.4%	openrouter/openai/gpt-4o-mini	❌	❌	❌	❌	❌	✅	✅	❌	❌	❌	❌	❌	❌
7.7%	openrouter/openai/gpt-oss-20b	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	✅	❌
7.7%	openrouter/deepseek/deepseek-chat-v3-0324	✅	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌
0.0%	openrouter/openai/gpt-oss-120b	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌	❌