tool

• id: 2651
  tools_id: AOAT-002651
  tools_url: https://github.com/Giskard-AI/giskard
  tools_name: Giskard
  publish_date: 2022-05-02
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 2651
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 1
  id: 956
  updated_at: 2025-07-27T08:11:45.309133
  

---

• tool_id: 2651
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4813
  updated_at: 2025-07-27T08:11:45.309133
  

---

images

• image_id: 7894
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002651-img-3847.png
  image_type: gallery
  alt_text:
  order: 1
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 7895
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002651-img-3848.png
  image_type: gallery
  alt_text:
  order: 2
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 7896
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/img/AOAT-002651-img-3849.png
  image_type: gallery
  alt_text:
  order: 3
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 66159
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-2651-Eac09.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-10T14:52:56.548743
  updated_at: 2025-08-10T14:52:56.548743
  

---

• image_id: 7892
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002651-logo.png
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 7893
  tool_id: 2651
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-002651-sc-9940.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

pricing_models

• tool_id: 2651
  pricing_model_id: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 986
  updated_at: 2025-07-27T08:16:13.168523
  

---

all_pricing_models

• pricing_model_id: 9
  pricing_model_name: Hybrid Models
  is_active:
  sort: 0
  

---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
  is_active:
  sort: 0
  

---

• pricing_model_id: 1
  pricing_model_name: Free
  is_active: 1
  sort: 1
  

---

• pricing_model_id: 2
  pricing_model_name: Freemium
  is_active: 1
  sort: 2
  

---

• pricing_model_id: 12
  pricing_model_name: Free Trial
  is_active: 1
  sort: 3
  

---

• pricing_model_id: 3
  pricing_model_name: Subscription
  is_active: 1
  sort: 6
  

---

• pricing_model_id: 4
  pricing_model_name: Pay-As-You-Go (PAYG)
  is_active: 1
  sort: 4
  

---

• pricing_model_id: 5
  pricing_model_name: One-Time Purchase
  is_active: 1
  sort: 7
  

---

• pricing_model_id: 6
  pricing_model_name: Credit or Token-Based
  is_active: 1
  sort: 5
  

---

• pricing_model_id: 7
  pricing_model_name: Custom Pricing
  is_active: 1
  sort: 8
  

---

• pricing_model_id: 8
  pricing_model_name: Performance-Based
  is_active: 1
  sort: 9
  

---

• pricing_model_id: 11
  pricing_model_name: Miscellaneous
  is_active: 1
  sort: 10
  

---

active_pricing_model_names

ratings

• rating_id: 63887
  tool_id: 2651
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-08-10T20:26:11.712174
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

• rating_id: 2651
  tool_id: 2651
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

seo

• seo_id: 2651
  tool_id: 2651
  title: Giskard: Scale AI Model Testing for Bias & Hallucinations
  tldr:
  short_description: Scale AI testing for LLMs & ML. Detect bias & hallucinations. Enterprise hub - self-hosted or cloud.
  introduction_title: Automation Unleashed: Giskard Streamlines AI Testing at Scale
  introduction_body: Generative AI, machine learning, and API AI are rapidly changing the technological landscape. To ensure these powerful systems function reliably and ethically, robust testing is crucial. Enter Giskard, a comprehensive platform designed to automate the testing of large language models (LLMs) and machine learning models at scale. Giskard empowers developers to identify hallucinations and biases within their AI systems automatically, providing invaluable insights for refinement and improvement. Acting as an Enterprise Testing Hub, Giskard seamlessly integrates with popular tools like 🤗, MLFlow, and Weights & Biases, offering both self-hosted and cloud deployment options. Whether you're working with tabular models or cutting-edge LLMs, Giskard simplifies the testing process, enabling you to build more trustworthy and reliable AI applications.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2651
  network_id: 9
  social_media_url: https://github.com/giskard-ai/giskard
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 3742
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2651
  tag_id: 18
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 10540
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2651
  tag_id: 11
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 10541
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2651
  tag_id: 38
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 10542
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2651
  tag_id: 28
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 10543
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2651
  tag_id: 17
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 10544
  updated_at: 2025-07-27T08:14:35.369098
  

---

toolsets

• tool_id: 2651
  toolset_id: 18
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 27670
  updated_at: 2025-08-18T06:59:08.400106
  

---

• tool_id: 2651
  toolset_id: 12
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 27671
  updated_at: 2025-08-18T06:59:08.400106
  

---

• tool_id: 2651
  toolset_id: 17
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 27672
  updated_at: 2025-08-18T06:59:08.400106
  

---

• tool_id: 2651
  toolset_id: 10
  weight: 1
  is_active: 1
  created_at: 2025-08-18T06:59:19.705643
  id: 141269
  updated_at: 2025-08-18T10:29:05.983
  

---

• tool_id: 2651
  toolset_id: 27
  weight: 2
  is_active: 1
  created_at: 2025-08-18T06:59:20.156226
  id: 141270
  updated_at: 2025-08-18T10:29:05.983
  

---

• tool_id: 2651
  toolset_id: 18
  weight: 3
  is_active: 1
  created_at: 2025-08-18T06:59:20.609049
  id: 141271
  updated_at: 2025-08-18T10:29:05.983
  

---

jobs

• tool_id: 2651
  job_id: 4
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 64446
  updated_at: 2025-08-18T07:05:25.088437
  

---

• tool_id: 2651
  job_id: 21
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 64447
  updated_at: 2025-08-18T07:05:25.088437
  

---

• tool_id: 2651
  job_id: 27
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 64448
  updated_at: 2025-08-18T07:05:25.088437
  

---

• tool_id: 2651
  job_id: 20
  weight: 1
  is_active: 1
  created_at: 2025-08-18T07:05:39.773829
  id: 274938
  updated_at: 2025-08-18T10:35:23.398
  

---

• tool_id: 2651
  job_id: 41
  weight: 2
  is_active: 1
  created_at: 2025-08-18T07:05:40.221094
  id: 274939
  updated_at: 2025-08-18T10:35:23.398
  

---

• tool_id: 2651
  job_id: 7
  weight: 3
  is_active: 1
  created_at: 2025-08-18T07:05:40.660484
  id: 274940
  updated_at: 2025-08-18T10:35:23.398
  

---

• tool_id: 2651
  job_id: 12
  weight: 4
  is_active: 1
  created_at: 2025-08-18T07:05:41.101237
  id: 274941
  updated_at: 2025-08-18T10:35:23.398
  

---

• tool_id: 2651
  job_id: 27
  weight: 5
  is_active: 1
  created_at: 2025-08-18T07:05:41.542218
  id: 274942
  updated_at: 2025-08-18T10:35:23.398
  

---

platforms

• tool_id: 2651
  platform_id: 1
  priority: 1
  platform_url: https://github.com/Giskard-AI/giskard
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 2649
  updated_at: 2025-08-15T16:38:50.319
  

---

• tool_id: 2651
  platform_id: 16
  priority: 1
  platform_url: https://github.com/Giskard-AI/giskard
  is_active: 1
  created_at: 2025-08-15T13:08:52.099749
  id: 32220
  updated_at: 2025-08-16T14:44:36.619389
  

---

score_log

• log_id: 198884
  tool_id: 2651
  final_score: 0
  logged_at: 2025-08-19T16:46:03.853305
  change_reason: Updated function to include zero scores - recalculating all tools | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 0.000000000 (w=58.000) | Base Score: 0.000 | Final: 0.000
  final_score_2: 0
  

---

• log_id: 180159
  tool_id: 2651
  final_score: 4.49
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 164614
  tool_id: 2651
  final_score: 4.5
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 10.2% | Penalty: 0.8999
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=59.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4996360007
  

---

• log_id: 146129
  tool_id: 2651
  final_score: 4.49
  logged_at: 2025-08-12T06:15:25.263278
  change_reason: Rating source weights updated | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 128068
  tool_id: 2651
  final_score: 4.5
  logged_at: 2025-08-11T16:36:22.187859
  change_reason: Applied precise penalty formula - Similar Web = 4.5 | Coverage: 10.2% | Penalty: 0.9000
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4998260003
  

---

• log_id: 116935
  tool_id: 2651
  final_score: 3.88
  logged_at: 2025-08-11T16:32:06.680827
  change_reason: Applied milder penalty formula - v2 | Coverage: 10.2% | Penalty: 0.776
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 3.878
  final_score_2: 3.8775422449
  

---

• log_id: 105802
  tool_id: 2651
  final_score: 2.76
  logged_at: 2025-08-11T16:28:07.06408
  change_reason: Applied new fair penalty system | Coverage: 10.2% | Penalty: 0.551
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 2.755
  final_score_2: 2.7550994898
  

---

• log_id: 94669
  tool_id: 2651
  final_score: 5
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=49.000)
  final_score_2: 4.99999
  

---

• log_id: 67280
  tool_id: 2651
  final_score: 0.51
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=5.00)
  final_score_2: 0.5102030612
  

---

• log_id: 63451
  tool_id: 2651
  final_score: 5
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=1.0000)
  final_score_2: 4.99999
  

---

• log_id: 61190
  tool_id: 2651
  final_score: 2.5
  logged_at: 2025-08-10T20:26:11.712174
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000), Similar web Raiting: 4.999990000 (weight: 1.0000)
  final_score_2: 2.499995
  

---

• log_id: 32174
  tool_id: 2651
  final_score: 0
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000)
  final_score_2: 0
  

---

last_update

• tool_id: 2651
  last_update: 2025-08-10T14:52:56.548743
  

---