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[BOT ISSUE] Databricks: add missing databricks-gpt-5-4, databricks-gpt-5-4-nano, databricks-gpt-5-2 #638

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Description

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Summary

Three Databricks Foundation Model API pay-per-token GPT models are missing from packages/proxy/schema/model_list.json. This is a follow-up to #559, #585, #591, and #592, continuing to address the Databricks catalog gap.

Missing Model IDs

Model ID Context Window Max Output Supported Inputs Underlying Model
databricks-gpt-5-4 400,000 128,000 text, image GPT-5.4
databricks-gpt-5-4-nano 400,000 128,000 text, image GPT-5.4 nano
databricks-gpt-5-2 400,000 128,000 text, image GPT-5.2

Details

All three models appear on both the Foundation model overview regional availability table and the Supported models page with documented context windows and max output tokens. They are available as pay-per-token serverless endpoints.

Suggested entries

"databricks-gpt-5-4": {
  "format": "openai",
  "flavor": "chat",
  "multimodal": true,
  "displayName": "GPT-5.4",
  "max_input_tokens": 400000,
  "max_output_tokens": 128000,
  "available_providers": ["databricks"]
},
"databricks-gpt-5-4-nano": {
  "format": "openai",
  "flavor": "chat",
  "multimodal": true,
  "displayName": "GPT-5.4 nano",
  "max_input_tokens": 400000,
  "max_output_tokens": 128000,
  "available_providers": ["databricks"]
},
"databricks-gpt-5-2": {
  "format": "openai",
  "flavor": "chat",
  "multimodal": true,
  "displayName": "GPT-5.2",
  "max_input_tokens": 400000,
  "max_output_tokens": 128000,
  "available_providers": ["databricks"]
}

Pricing omitted per Databricks provider constraints (no stable public per-model pricing source).

Verification checklist

Verification notes

Field Source Notes
Model IDs Foundation model overview + Supported models page Listed in both pay-per-token model tables
Context windows (400K) Supported models page "400K total token context window with 128K maximum output tokens"
Max output (128K) Supported models page Same source as context window
format: "openai", flavor: "chat" Catalog convention All Databricks models use openai format
multimodal: true Supported models page Inputs: text, image
input_cost_per_mil_tokens / output_cost_per_mil_tokens NOT PUBLISHED Databricks does not publish stable per-model pricing
reasoning NOT VERIFIED Not confirmed for Databricks-hosted versions

Local files inspected

  • packages/proxy/schema/model_list.json — grep for databricks-gpt-5-4" and databricks-gpt-5-2 returns no matches

Source URLs

{
  "kind": "missing_model",
  "provider": "databricks",
  "models": ["databricks-gpt-5-4", "databricks-gpt-5-4-nano", "databricks-gpt-5-2"],
  "status": "active",
  "model_specs": {
    "databricks-gpt-5-4": {
      "format": "openai",
      "flavor": "chat",
      "multimodal": true,
      "displayName": "GPT-5.4",
      "max_input_tokens": 400000,
      "max_output_tokens": 128000,
      "available_providers": ["databricks"]
    },
    "databricks-gpt-5-4-nano": {
      "format": "openai",
      "flavor": "chat",
      "multimodal": true,
      "displayName": "GPT-5.4 nano",
      "max_input_tokens": 400000,
      "max_output_tokens": 128000,
      "available_providers": ["databricks"]
    },
    "databricks-gpt-5-2": {
      "format": "openai",
      "flavor": "chat",
      "multimodal": true,
      "displayName": "GPT-5.2",
      "max_input_tokens": 400000,
      "max_output_tokens": 128000,
      "available_providers": ["databricks"]
    }
  },
  "source_urls": [
    "https://docs.databricks.com/aws/en/machine-learning/model-serving/foundation-model-overview",
    "https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models"
  ]
}

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