tool

• id: 3332
  tools_id: AOAT-003332
  tools_url: https://github.com/BerriAI/litellm
  tools_name: liteLLM
  publish_date: 2023-07-27
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 3332
  badge_id: 17
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  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 5494
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

images

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  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-3332-HWic6.png
  image_type: homefullsc
  alt_text:
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  created_at: 2025-08-10T20:35:28.350192
  updated_at: 2025-08-10T20:35:28.350192
  

---

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  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-003332-logo.png
  image_type: logo
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---

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  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-003332-sc-10294.png
  image_type: screenshot
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  created_at: 2025-07-23T06:21:01.537453
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---

all_pricing_models

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  pricing_model_name: Hybrid Models
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---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
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---

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  pricing_model_name: Free
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---

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---

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---

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---

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  pricing_model_name: Pay-As-You-Go (PAYG)
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---

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  pricing_model_name: One-Time Purchase
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---

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  pricing_model_name: Credit or Token-Based
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---

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---

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  pricing_model_name: Performance-Based
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---

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  pricing_model_name: Miscellaneous
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  sort: 10
  

---

active_pricing_model_names

ratings

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  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-08-11T02:03:11.092866
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  updated_at: 2025-08-19T16:38:55.217612
  

---

• rating_id: 3332
  tool_id: 3332
  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: 3332
  tool_id: 3332
  title: Unified LLMs: Chat with All Models via liteLLM
  tldr:
  short_description: Chat with any AI! Simplify interactions with OpenAI, Azure, & more. Unified API calls & error tracking make development easy.
  introduction_title: API AI Simplified: Introducing liteLLM - Your ChatGPT-Style Gateway to All LLMs
  introduction_body: AI chatbot development just got a whole lot easier. liteLLM empowers developers by providing a streamlined interface to access and utilize the power of leading generative AI models through their APIs. Think of it as your one-stop shop for OpenAI, Azure, Cohere, Anthropic, Replicate, and Google LLM APIs - all accessible in the familiar ChatGPT format: completion(model, messages). This consistent approach ensures predictable outputs and clear error handling across all models. liteLLM also boasts robust logging and error tracking features, making debugging and monitoring your AI integrations a breeze.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

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  network_id: 9
  social_media_url: https://github.com/resources/whitepapers
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  created_at: 2025-07-01T18:37:04.409475
  id: 4669
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

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  tag_id: 3
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  id: 13141
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3332
  tag_id: 18
  weight: 2
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  id: 13142
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3332
  tag_id: 23
  weight: 3
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  id: 13143
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3332
  tag_id: 25
  weight: 4
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  created_at: 2025-07-23T06:17:37.581901
  id: 13144
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 3332
  tag_id: 38
  weight: 5
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  id: 13145
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---

toolsets

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  id: 34414
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---

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  id: 34415
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---

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---

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  id: 34417
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---

• tool_id: 3332
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  id: 34418
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---

• tool_id: 3332
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---

• tool_id: 3332
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---

• tool_id: 3332
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  id: 34423
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---

• tool_id: 3332
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---

jobs

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---

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---

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---

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---

• tool_id: 3332
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---

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---

• tool_id: 3332
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• tool_id: 3332
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  weight: 33
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• tool_id: 3332
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---

• tool_id: 3332
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  id: 81232
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---

• tool_id: 3332
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---

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---

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---

• tool_id: 3332
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  created_at: 2025-08-18T07:08:22.267073
  id: 274952
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---

platforms

• tool_id: 3332
  platform_id: 1
  priority: 1
  platform_url: https://github.com/BerriAI/litellm
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 3330
  updated_at: 2025-08-15T18:06:41.603
  

---

• tool_id: 3332
  platform_id: 16
  priority: 1
  platform_url: https://github.com/BerriAI/litellm
  is_active: 1
  created_at: 2025-08-15T14:36:43.236997
  id: 32901
  updated_at: 2025-08-16T14:44:36.619389
  

---

score_log

• log_id: 198935
  tool_id: 3332
  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: 180533
  tool_id: 3332
  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: 164988
  tool_id: 3332
  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: 139576
  tool_id: 3332
  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: 128396
  tool_id: 3332
  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: 117263
  tool_id: 3332
  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: 106130
  tool_id: 3332
  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: 94997
  tool_id: 3332
  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: 67961
  tool_id: 3332
  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: 63803
  tool_id: 3332
  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: 61537
  tool_id: 3332
  final_score: 2.5
  logged_at: 2025-08-11T02:03:11.092866
  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: 32855
  tool_id: 3332
  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: 3332
  last_update: 2025-08-10T20:35:28.350192
  

---