================================================================================
JSON RELIABILITY COMPARISON - JsonValidationTest
Test Run: 2025-11-01 19:50:26
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Valid JSON Rate:           100.00%
  Structure Complete Rate:   30.00%
  Recovery Success Rate:     0.00%
  Overall Reliability:       100.00%

================================================================================

================================================================================
SHORT CONTENT HANDLING REPORT - ContentVariationTest
Test Run: 2025-11-02 09:05:15
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Avg Quality:  92.00/100
  Avg Tokens:   4448
  Avg Time:     6.6515 seconds
  Test Count:   5

================================================================================

================================================================================
JSON RELIABILITY COMPARISON - JsonValidationTest
Test Run: 2025-11-02 09:18:17
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Valid JSON Rate:           100.00%
  Structure Complete Rate:   10.00%
  Recovery Success Rate:     0.00%
  Overall Reliability:       100.00%

================================================================================

================================================================================
AI MODEL BENCHMARK SUMMARY - ModelBenchmarkTest
Test Run: 2025-11-02 09:20:29
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Test Cases:         20
  Avg Response Time:  58.2868 seconds
  P95 Response Time:  75.1853 seconds
  P99 Response Time:  78.9512 seconds
  Avg Cost:           $0.074932
  Total Cost:         $1.498650
  Avg Quality Score:  96.35/100
  Avg Tokens:         6493
  JSON Validity:      100.00%

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:20:31
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
NL:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       3325
  Avg Time:         3.69 seconds
  Avg Cost:         $0.040251

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:20:59
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
EN:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       5105
  Avg Time:         4.00 seconds
  Avg Cost:         $0.052851

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:21:27
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
DE:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       5779
  Avg Time:         3.96 seconds
  Avg Cost:         $0.046665

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:23:50
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
NL:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       2548
  Avg Time:         2.97 seconds
  Avg Cost:         $0.028596

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:24:17
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
EN:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       3958
  Avg Time:         3.93 seconds
  Avg Cost:         $0.035646

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 09:24:57
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
DE:
  Test Count:       1
  Avg Quality:      50/100
  Avg Tokens:       6126
  Avg Time:         5.65 seconds
  Avg Cost:         $0.051870

================================================================================

================================================================================
JSON RELIABILITY COMPARISON - JsonValidationTest
Test Run: 2025-11-02 09:46:36
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Valid JSON Rate:           90.00%
  Structure Complete Rate:   0.00%
  Recovery Success Rate:     0.00%
  Overall Reliability:       90.00%

================================================================================

================================================================================
AI MODEL BENCHMARK SUMMARY - ModelBenchmarkTest
Test Run: 2025-11-02 10:01:37
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
  Test Cases:         20
  Avg Response Time:  63.1856 seconds
  P95 Response Time:  84.8735 seconds
  P99 Response Time:  90.2373 seconds
  Avg Cost:           $0.074551
  Total Cost:         $1.491015
  Avg Quality Score:  93.25/100
  Avg Tokens:         6467
  JSON Validity:      100.00%

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 10:57:54
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
NL:
  Test Count:       6
  Avg Quality:      100/100
  Avg Tokens:       3284
  Avg Time:         4.68 seconds
  Avg Cost:         $0.039636

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 11:01:39
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
EN:
  Test Count:       7
  Avg Quality:      100/100
  Avg Tokens:       4645
  Avg Time:         4.59 seconds
  Avg Cost:         $0.045951

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 11:02:37
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
DE:
  Test Count:       1
  Avg Quality:      100/100
  Avg Tokens:       7819
  Avg Time:         8.35 seconds
  Avg Cost:         $0.077265

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 11:10:06
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
NL:
  Test Count:       10
  Avg Quality:      100/100
  Avg Tokens:       3417
  Avg Time:         4.88 seconds
  Avg Cost:         $0.041631

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 11:13:34
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
EN:
  Test Count:       7
  Avg Quality:      100/100
  Avg Tokens:       4243
  Avg Time:         4.24 seconds
  Avg Cost:         $0.039923

================================================================================

================================================================================
MULTI-LANGUAGE PERFORMANCE COMPARISON - MultiLanguageTest
Test Run: 2025-11-02 11:14:00
================================================================================

Model: openai/gpt-5
--------------------------------------------------------------------------------
DE:
  Test Count:       1
  Avg Quality:      100/100
  Avg Tokens:       5556
  Avg Time:         3.69 seconds
  Avg Cost:         $0.043320

================================================================================

