BofAI · Will-Guan · Jun 10, 2026 · Jun 10, 2026 · Jun 10, 2026 · Jun 10, 2026
diff --git a/docs/llmservice/models/claude-fable-5.md b/docs/llmservice/models/claude-fable-5.md
@@ -0,0 +1,53 @@
+# Claude Fable 5
+
+## Overview
+
+Claude Fable 5 is a high-capability Anthropic model available on B.AI for advanced reasoning, coding, long-context analysis, and agentic workflows. It is designed for complex tasks that require sustained context, tool-assisted execution, and high-quality structured outputs. Specific capabilities, context limits, tool support, and availability may vary by B.AI model catalog and platform configuration.
+
+## Key Features
+
+* **Advanced Reasoning**: Suitable for complex analytical, technical, and professional knowledge tasks.
+* **Software Engineering Workflows**: Designed for coding assistance, debugging, refactoring, code review, and multi-step implementation planning.
+* **Long-Context Tasks**: Supports extended analysis across large codebases, long documents, and multi-turn work sessions when enabled by the platform configuration.
+* **Agentic and Tool-Assisted Workflows**: Suitable for workflows that rely on tool use, function calling, code execution, MCP, or compatible agent environments.
+* **Multimodal Understanding**: Supports text and image input for document, screenshot, chart, and diagram understanding where available.
+
+## Best Use Cases
+
+* **Complex Software Engineering**: Large feature work, repository-scale refactors, migration planning, bug investigation, and code review.
+* **Extended Agentic Workflows**: Multi-step tasks that require planning, tool use, verification, and sustained context over longer sessions.
+* **Research and Knowledge Work**: Analysis and synthesis across technical documents, legal or financial materials, and structured research sources.
+* **Visual Document Analysis**: Understanding screenshots, diagrams, charts, PDFs, and other image-based materials when supported by the workflow.
+
+## Capabilities and Limitations
+
+| Capability         | Description                                                                                         |
+| :----------------- | :-------------------------------------------------------------------------------------------------- |
+| **Reasoning**      | Advanced reasoning for complex professional and technical tasks                                      |
+| **Coding**         | Strong coding, debugging, refactoring, and code review capabilities                                  |
+| **Agentic**        | Suitable for long-running tool workflows and multi-step agent tasks                                  |
+| **Computer Use**   | Can support browser and desktop interaction through compatible tools and environments                |
+| **Multimodal**     | Text and image input; text output                                                                   |
+| **Context Window** | Up to 1,000,000 tokens, subject to platform configuration                                            |
+| **Max Output**     | Up to 128,000 tokens, subject to platform configuration                                              |
+| **Tool Use**       | Function calling, code execution, MCP support, adaptive thinking, and compatible agent workflows     |
+| **Multilingual**   | Strong multilingual performance across major world languages                                         |
+
+### Known Limitations
+
+* Specific capability availability may depend on the B.AI integration, Anthropic platform support, plan settings, and rollout status.
+* Web access, code execution, computer use, and external actions require compatible tools or integrations.
+* Image input is supported, but native audio or video input is not listed for this model.
+* Public evaluations, third-party comparisons, policy behavior, and implementation details may change over time, so they are not treated as fixed guarantees in this documentation.
+
+## Credits Usage
+
+| Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
+| :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
+| **Claude Fable 5** | `10.00` | `12.50` | `1.00` | `50.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
+
+* **Prompt caching**: Cache writes are charged at 1.25x base input price for the 5-minute TTL option, or 2x base input price for the 1-hour TTL option. Cache reads are charged at 0.1x base input price. Prompt caching requires a minimum of 1,024 tokens.
diff --git a/docs/llmservice/models/claude-haiku-4-5.md b/docs/llmservice/models/claude-haiku-4-5.md
@@ -28,3 +28,7 @@ Claude Haiku 4.5 is the fastest and most compact AI model developed by Anthropic
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Haiku 4.5** | `1.00` | `1.25` | `0.10` | `5.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/claude-opus-4-5.md b/docs/llmservice/models/claude-opus-4-5.md
@@ -28,3 +28,7 @@ Claude Opus 4.5 is the flagship AI model developed by Anthropic, integrated into
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Opus 4.5** | `5.00` | `6.25` | `0.50` | `25.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/claude-opus-4-6.md b/docs/llmservice/models/claude-opus-4-6.md
@@ -30,3 +30,7 @@ Claude Opus 4.6 is a high-end model in Anthropic's Claude Opus series. Building
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Opus 4.6** | `5.00` | `6.25` | `0.50` | `25.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/claude-opus-4-7.md b/docs/llmservice/models/claude-opus-4-7.md
@@ -46,3 +46,7 @@ Claude Opus 4.7, released on April 16, 2026, is Anthropic's most capable publicl
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Opus 4.7** | `5.00` | `6.25` | `0.50` | `25.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/claude-opus-4-8.md b/docs/llmservice/models/claude-opus-4-8.md
@@ -46,4 +46,8 @@ Claude Opus 4.8 is an advanced model in Anthropic's Claude Opus series, released
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Opus 4.8** | `5.00` | `6.25` | `0.50` | `25.00` | `10,000` | - |
 
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
+
 * **Prompt caching**: Cache writes are charged at 1.25x base input price for the 5-minute TTL option, or 2x base input price for the 1-hour TTL option. Cache reads are charged at 0.1x base input price. Prompt caching requires a minimum of 1,024 tokens.
diff --git a/docs/llmservice/models/claude-sonnet-4-5.md b/docs/llmservice/models/claude-sonnet-4-5.md
@@ -28,3 +28,7 @@ Claude Sonnet 4.5 is a balanced AI model developed by Anthropic, integrated into
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Sonnet 4.5** | `3.00` | `3.75` | `0.30` | `15.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/claude-sonnet-4-6.md b/docs/llmservice/models/claude-sonnet-4-6.md
@@ -30,3 +30,7 @@ Claude Sonnet 4.6 is a major upgrade to Anthropic's Sonnet series, designed to d
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Claude Sonnet 4.6** | `3.00` | `3.75` | `0.30` | `15.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/deepseek-v3.2.md b/docs/llmservice/models/deepseek-v3.2.md
@@ -45,3 +45,7 @@
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **DeepSeek V3.2** | `0.29` | `0.29` | `0.145` | `0.44` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/deepseek-v4-flash.md b/docs/llmservice/models/deepseek-v4-flash.md
@@ -41,3 +41,7 @@ DeepSeek-V4-Flash is DeepSeek's high-efficiency open-source language model, rele
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **DeepSeek V4 Flash** | `0.28` | `0.28` | `0.0056` | `0.56` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/deepseek-v4-pro.md b/docs/llmservice/models/deepseek-v4-pro.md
@@ -41,3 +41,7 @@ DeepSeek-V4-Pro is DeepSeek's flagship open-source large language model, release
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **DeepSeek V4 Pro** | `0.87` | `0.87` | `0.0087` | `1.74` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gemini-3-1-pro.md b/docs/llmservice/models/gemini-3-1-pro.md
@@ -29,3 +29,7 @@ Gemini 3.1 pro is a significant upgrade to Google's flagship multimodal model se
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Gemini 3.1 Pro** | `2.00` | `2.00` | `0.20` | `12.00` | `14,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gemini-3-5-flash.md b/docs/llmservice/models/gemini-3-5-flash.md
@@ -37,3 +37,7 @@ On B.AI, use the model ID `gemini-3.5-flash`.
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Gemini 3.5 Flash** | `1.50` | `1.50` | `0.15` | `9.00` | `14,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gemini-3-flash.md b/docs/llmservice/models/gemini-3-flash.md
@@ -28,3 +28,7 @@ Gemini 3 flash is the fastest and most efficient model in the Gemini 3 series re
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **Gemini 3 Flash** | `0.50` | `0.50` | `0.05` | `3.00` | `14,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/glm-5-1.md b/docs/llmservice/models/glm-5-1.md
@@ -42,3 +42,7 @@ GLM-5.1 is an open-source flagship AI model developed by Z.ai, formerly Zhipu AI
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GLM-5.1** | `1.40` | `1.40` | `0.26` | `4.40` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/glm-5.md b/docs/llmservice/models/glm-5.md
@@ -41,3 +41,7 @@ Based on a **744B** scale foundation model, combined with asynchronous reinforce
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GLM-5** | `1.00` | `1.00` | `0.20` | `3.20` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gpt-5-2.md b/docs/llmservice/models/gpt-5-2.md
@@ -28,3 +28,7 @@ GPT-5.2 is an OpenAI large language model optimized for multimodal processing sp
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GPT-5.2** | `1.75` | `1.75` | `0.175` | `14.00` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gpt-5-4-mini.md b/docs/llmservice/models/gpt-5-4-mini.md
@@ -34,3 +34,7 @@ GPT-5.4 Mini is OpenAI's high-performance compact model released on March 17, 20
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GPT-5.4 Mini** | `0.75` | `0.75` | `0.075` | `4.50` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gpt-5-4-nano.md b/docs/llmservice/models/gpt-5-4-nano.md
@@ -34,3 +34,7 @@ GPT-5.4 Nano is the smallest and most cost-effective variant in the GPT-5.4 fami
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GPT-5.4 Nano** | `0.20` | `0.20` | `0.02` | `1.25` | `10,000` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::
diff --git a/docs/llmservice/models/gpt-5-4-pro.md b/docs/llmservice/models/gpt-5-4-pro.md
@@ -34,3 +34,7 @@ GPT-5.4 Pro is the highest-performance variant in the GPT-5.4 family, allocating
 | Model | Input (Credits/Token) | Cache Write (Credits/Token) | Cache Read (Credits/Token) | Output (Credits/Token) | Web Search (Credits/Use) | Billing Notes |
 | :--- | --------------------: | --------------------------: | -------------------------: | ---------------------: | -----------------------: | :--- |
 | **GPT-5.4 Pro** | `30.00` | `30.00` | `3.00` | `180.00` | `-` | - |
+
+:::info Pricing note
+Prices shown in the documentation are B.AI standard reference prices for base billing purposes. B.AI may provide lower actual usage costs through top-up bonuses and account benefits. Specific prices, bonus Credits, and account benefits are subject to the platform display and final billing records.
+:::