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COMPREHENSIVE NATIVE STRUCTURED OUTPUT TESTING
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📊 Testing Ollama Simple Schemas...
✅ ollama/qwen3:4b-instruct-2507-q4_K_M/simple - Success on attempt 1 (4290ms)
✅ ollama/qwen3:4b-instruct-2507-q4_K_M/simple - Success on attempt 1 (439ms)
✅ ollama/gpt-oss:20b/simple - Success on attempt 1 (8473ms)
✅ ollama/gpt-oss:20b/simple - Success on attempt 1 (3965ms)

📊 Testing Ollama Medium Schemas...
✅ ollama/qwen3:4b-instruct-2507-q4_K_M/medium - Success on attempt 1 (7018ms)
✅ ollama/qwen3:4b-instruct-2507-q4_K_M/medium - Success on attempt 1 (2123ms)
✅ ollama/gpt-oss:20b/medium - Success on attempt 1 (11531ms)
✅ ollama/gpt-oss:20b/medium - Success on attempt 1 (9051ms)

📊 Testing Ollama Complex Schemas...
✅ ollama/qwen3:4b-instruct-2507-q4_K_M/complex - Success on attempt 1 (163556ms)
✅ ollama/gpt-oss:20b/complex - Success on attempt 1 (17831ms)

📊 Testing LMStudio Simple Schemas...
✅ lmstudio/qwen/qwen3-4b-2507/simple - Success on attempt 1 (671ms)
✅ lmstudio/qwen/qwen3-4b-2507/simple - Success on attempt 1 (681ms)
✅ lmstudio/openai/gpt-oss-20b/simple - Success on attempt 1 (1614ms)
✅ lmstudio/openai/gpt-oss-20b/simple - Success on attempt 1 (933ms)

📊 Testing LMStudio Medium Schemas...
✅ lmstudio/qwen/qwen3-4b-2507/medium - Success on attempt 1 (3340ms)
✅ lmstudio/qwen/qwen3-4b-2507/medium - Success on attempt 1 (4230ms)
✅ lmstudio/openai/gpt-oss-20b/medium - Success on attempt 1 (146408ms)
✅ lmstudio/openai/gpt-oss-20b/medium - Success on attempt 1 (2873ms)

📊 Testing LMStudio Complex Schemas...
✅ lmstudio/qwen/qwen3-4b-2507/complex - Success on attempt 1 (9194ms)
✅ lmstudio/openai/gpt-oss-20b/complex - Success on attempt 1 (144470ms)

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TEST RESULTS SUMMARY
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Total Tests: 20
Overall Success Rate: 100.0%

--- By Provider ---
Ollama: 100.0% success, 22828ms avg, 0.0% needed retries
Lmstudio: 100.0% success, 31442ms avg, 0.0% needed retries

--- By Complexity ---
Simple: 100.0% success, 0.0% needed retries
Medium: 100.0% success, 0.0% needed retries
Complex: 100.0% success, 0.0% needed retries

--- By Model ---
qwen3:4b-instruct-2507-q4_K_M: 100.0% success, 35485ms avg
gpt-oss:20b: 100.0% success, 10170ms avg
qwen/qwen3-4b-2507: 100.0% success, 3623ms avg
openai/gpt-oss-20b: 100.0% success, 59260ms avg

✅ Results saved to: test_results_native_structured.json

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