second-state · alabulei1 · Jul 14, 2026 · Jul 14, 2026
diff --git a/src/content/writings/en/gpt-5-6-token-station.md b/src/content/writings/en/gpt-5-6-token-station.md
@@ -103,14 +103,6 @@ A simple starting point:
 - Reach for Claude Fable 5 when you specifically want Anthropic's long-running-agent behavior and its 1M context, and are willing to pay the higher rate.
 - Compare them inside Token Station when workflow fit matters more than model-brand loyalty.
 
-## Azure and unavailable provider catalogs
-
-The integration also includes commented Azure OpenAI GPT-5.6 preview templates and support for Azure's `/openai/v1` surface through `azure_api_version = "v1"`.
-
-Those templates are intentionally not enabled with guessed prices. Azure GPT-5.6 meters were not published at the time of integration, so operators should fill in pricing when their Azure deployment exposes the model.
-
-GMI Cloud and AWS Bedrock OpenAI catalogs were not added because their public catalogs did not list GPT-5.6 support at the time. Token Station should make model routing easier, not pretend every surface supports every model on day one.
-
 ## Try GPT-5.6 through Token Station
 
 If you already use Token Station, GPT-5.6 is now another route family you can test in your coding-agent workflow.

diff --git a/src/content/writings/ja/gpt-5-6-token-station.md b/src/content/writings/ja/gpt-5-6-token-station.md
@@ -101,14 +101,6 @@ GPT-5.6 は別の運用形を持ちます。OpenAI-native route、Codex スタ
 - Anthropic の long-running-agent behavior と 1M context を重視し、高い価格を許容するなら Claude Fable 5。
 - workflow fit が model brand より重要なら Token Station 内で比較する。
 
-## Azure と未対応 catalog
-
-Azure OpenAI GPT-5.6 preview template と `azure_api_version = "v1"` による `/openai/v1` surface の support も含まれます。
-
-ただし Azure pricing は推測で有効化していません。統合時点では Azure GPT-5.6 meter が公開されていなかったため、operator が deployment 側でモデルを公開した時点で価格を埋めるべきです。
-
-GMI Cloud と AWS Bedrock OpenAI catalog は、公開 catalog に GPT-5.6 がなかったため追加していません。
-
 ## Token Station で GPT-5.6 を試す
 
 Token Station を使っているなら、GPT-5.6 は coding-agent workflow に追加できる新しい route family です。

diff --git a/src/content/writings/ko/gpt-5-6-token-station.md b/src/content/writings/ko/gpt-5-6-token-station.md
@@ -101,14 +101,6 @@ GPT-5.6은 다른 운영 형태를 제공합니다. OpenAI-native route, Codex
 - Anthropic의 long-running-agent behavior와 1M context가 필요하고 더 높은 가격을 감수한다면 Claude Fable 5를 사용합니다.
 - workflow fit이 model brand보다 중요하면 Token Station 안에서 비교합니다.
 
-## Azure와 아직 지원하지 않는 catalog
-
-Azure OpenAI GPT-5.6 preview template과 `azure_api_version = "v1"` 기반 `/openai/v1` surface support도 포함됩니다.
-
-하지만 Azure pricing은 추측으로 활성화하지 않았습니다. 통합 시점에는 Azure GPT-5.6 meter가 공개되지 않았기 때문에, operator가 자신의 Azure deployment에서 모델을 노출할 때 pricing을 채워야 합니다.
-
-GMI Cloud와 AWS Bedrock OpenAI catalog는 당시 공개 catalog에 GPT-5.6이 없었기 때문에 추가하지 않았습니다.
-
 ## Token Station에서 GPT-5.6 테스트하기
 
 이미 Token Station을 사용하고 있다면 GPT-5.6은 coding-agent workflow에 추가할 수 있는 새로운 route family입니다.

diff --git a/src/content/writings/zh/gpt-5-6-token-station.md b/src/content/writings/zh/gpt-5-6-token-station.md
@@ -103,14 +103,6 @@ GPT-5.6 的操作形态不同：OpenAI-native route、Codex 风格 surface，以
 - 明确想要 Anthropic 的 long-running-agent 行为和 1M context，并愿意支付更高价格，就用 Claude Fable 5。
 - 当 workflow fit 比模型品牌更重要时，把它们放在 Token Station 里比较。
 
-## Azure 和暂不可用的 provider catalog
-
-这次集成也包含 Azure OpenAI GPT-5.6 preview 模板注释，并通过 `azure_api_version = "v1"` 支持 Azure 的 `/openai/v1` surface。
-
-这些模板没有用猜测价格直接启用。集成时 Azure GPT-5.6 meter 还没有发布，所以 operator 应该在自己的 Azure deployment 暴露模型后再填入价格。
-
-GMI Cloud 和 AWS Bedrock OpenAI catalog 没有添加，因为它们当时的公开 catalog 没有列出 GPT-5.6。Token Station 应该让 model routing 更容易，而不是假装每个 surface 第一天都支持每个模型。
-
 ## 通过 Token Station 试 GPT-5.6
 
 如果你已经使用 Token Station，GPT-5.6 现在就是另一个可以放进 coding-agent workflow 测试的 route family。