# GPT-6 Sol
##  OpenAI — GPT-6 Sol
## Model details
GPT-6 Sol is designed for demanding development work. It can build features, debug and refactor code, and review code. It supports multi-step work across tools and apps. It accepts text and images and returns text, including code.
+ **Model launch date:** September 22, 2026
+ **EOL no sooner than:** September 22, 2027
+ **Legacy period:** at least 6 months
+ **Model lifecycle policy:** [Model lifecycle](model-lifecycle.md)
+ **Model EOL date:** N/A
+ **End User License Agreements and Terms of Use:** [View](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Model lifecycle:** Active
+ **Context window:** 1,050,000 tokens
+ **Max output tokens:** 128,000
+ **Marketplace product ID:** `prod-zpwu74hhojefo`
| **Input modalities** | **Output modalities** |
| --- | --- |
|  Audio |  Embedding |
|  Image |  Image |
|  Speech |  Speech |
|  Text |  Text |
|  Video |  Video |
## Endpoints and APIs supported
These tables show the endpoints and APIs that GPT-6 Sol supports. See [APIs supported by Amazon Bedrock](apis.md) and [Endpoints supported by Amazon Bedrock](endpoints.md).
**Endpoint support**
| **Endpoint** | **Supported** |
| --- | --- |
| bedrock-runtime |  |
| bedrock-mantle |  |
**APIs supported on the `bedrock-runtime` endpoint**
| **Messages** | **Responses** | **Chat Completions** | **Converse** | **Invoke** |
| --- | --- | --- | --- | --- |
|  |  |  |  |  |
**APIs supported on the `bedrock-mantle` endpoint**
| **Messages** | **Responses** | **Chat Completions** | **Converse** | **Invoke** |
| --- | --- | --- | --- | --- |
|  |  |  |  |  |
**Note**
On `bedrock-mantle`, both APIs use the `/openai/v1` base path. Do not use `/v1`. Use either API with this model:
For Responses, use `/openai/v1/responses`.
For Chat Completions, use `/openai/v1/chat/completions`.
**Tip**
For new applications, use the `bedrock-runtime` endpoint when possible. See [Endpoints supported by Amazon Bedrock](endpoints.md) for details.
## Capabilities and features
***Amazon Bedrock features***
**Features supported on the `bedrock-runtime` endpoint**
| **Supported** | **Not Supported** |
| --- | --- |
| +  [Projects (default project only)](projects.html)
+  [Invocation logs](model-invocation-logging.html)
+  [Response streaming](/bedrock/latest/APIReference/API_runtime_InvokeModelWithResponseStream.html)
+  [Abuse detection](abuse-detection.html)
+  [Guardrails](guardrails.html) ([Converse API](conversation-inference.html) only)
+  [Application inference profiles](cost-mgmt-application-inference-profiles.html) ([Converse API](conversation-inference.html) only; not supported with Responses or Chat Completions APIs)
+  [Implicit Prompt Caching](prompt-caching.html#prompt-caching-implicit) (Responses API only)
+  [Explicit Prompt Caching](prompt-caching.html#prompt-caching-explicit) (Responses API only) | +  [Server-side tool use](tool-use.html)
+  [Intelligent prompt routing](prompt-routing.html)
+  [Count tokens](count-tokens.html)
+  [Structured outputs](structured-output.html) |
**Features supported on the `bedrock-mantle` endpoint**
| **Supported** | **Not Supported** |
| --- | --- |
| +  [Server-side tool calling](tool-use.html)
+  [Projects](projects.html)
+  [Implicit Prompt Caching](prompt-caching.html#prompt-caching-implicit) (Responses API only)
+  [Explicit Prompt Caching](prompt-caching.html#prompt-caching-explicit) (Responses API only) | +  [Application inference profiles](cost-mgmt-application-inference-profiles.html) |
**Reasoning effort**
Set reasoning effort to `none`, `low`, `medium`, `high`, `xhigh`, or `max`. The default is `medium`.
## Pricing
All prices are in USD per 1 million tokens for the Standard tier.
Mantle in-Region and US geographic cross-Region inference include a 10% premium. The base rates are OpenAI first-party Standard rates. Global cross-Region inference uses those rates with no premium. The prices below already include any premium.
Priority and Flex tiers are not supported for these inference options.
### Commercial Regions — short context (272K input tokens or fewer)
| **Inference option** | **Input** | **Input — cache write** | **Input — cache read** | **Output** |
| --- | --- | --- | --- | --- |
| Mantle in-Region | $2.20 | $2.75 | $0.22 | $11.00 |
| US Geo CRIS | $2.20 | $2.75 | $0.22 | $11.00 |
| Global CRIS | $2.00 | $2.50 | $0.20 | $10.00 |
### Commercial Regions — long context (more than 272K input tokens)
| **Inference option** | **Input** | **Input — cache write** | **Input — cache read** | **Output** |
| --- | --- | --- | --- | --- |
| Mantle in-Region | $4.40 | $5.50 | $0.44 | $16.50 |
| US Geo CRIS | $4.40 | $5.50 | $0.44 | $16.50 |
| Global CRIS | $4.00 | $5.00 | $0.40 | $15.00 |
Long-context rates apply to the full request when input exceeds 272,000 tokens.
**Note**
Prices are subject to change. For current prices, see [Amazon Bedrock pricing](https://aws.amazon.com/bedrock/pricing/).
## Call the model
Use these model IDs and endpoint URLs to call the model. See [APIs supported](apis.html) and [Endpoints supported](endpoints.html).
| **Endpoint** | **Model ID** | **In-Region endpoint URL** | **Geo inference ID** | **Global inference ID** |
| --- | --- | --- | --- | --- |
| bedrock-runtime | openai.gpt-6-sol | Not supported | us.openai.gpt-6-sol | global.openai.gpt-6-sol |
| bedrock-mantle | openai.gpt-6-sol | https://bedrock-mantle.{region}.api.aws/openai/v1 | Not supported | Not supported |
On `bedrock-runtime`:
+ Use this base URL: `https://bedrock-runtime.{region}.amazonaws.com/openai/v1`.
+ Set the model ID to `us.openai.gpt-6-sol` or `global.openai.gpt-6-sol`.
+ Choose a profile that is available in your source Region.
+ You cannot use the base model ID for in-Region calls on this endpoint.
On `bedrock-mantle`, use `openai.gpt-6-sol` with the `/openai/v1` base path. Use the US East (N. Virginia) (`us-east-1`) Region for this model on this endpoint.
## Service tiers
This model supports only the **Standard** tier in Amazon Bedrock. You pay per token with no commitment. Set `"service_tier": "default"` or omit the field. Priority, Flex, and Reserved are not supported. For more information, see [service tiers](service-tiers-inference.html).
| **Standard** | **Priority** | **Flex** | **Reserved** |
| --- | --- | --- | --- |
|  |  |  |  |
## Supported Regions
Each endpoint supports a different set of Regions. See [Regional availability by models](models-region-compatibility.md).
**The `bedrock-mantle` endpoint**
| **Region** | **In-Region** | **Geo** | **Global** |
| --- | --- | --- | --- |
| us-east-1 (US East (N. Virginia)) | Supported | Not supported | Not supported |
**The `bedrock-runtime` endpoint**
| **Source Region** | **In-Region** | **US Geo CRIS** | **Global CRIS** |
| --- | --- | --- | --- |
| us-east-1 | Not supported | Supported | Supported |
| us-east-2 | Not supported | Supported | Supported |
| us-west-1 | Not supported | Supported | Supported |
| us-west-2 | Not supported | Supported | Supported |
| ca-central-1 | Not supported | Supported | Supported |
| ca-west-1 | Not supported | Supported | Supported |
| eu-central-1 | Not supported | Not supported | Supported |
| eu-central-2 | Not supported | Not supported | Supported |
| eu-north-1 | Not supported | Not supported | Supported |
| eu-south-1 | Not supported | Not supported | Supported |
| eu-south-2 | Not supported | Not supported | Supported |
| eu-west-1 | Not supported | Not supported | Supported |
| eu-west-2 | Not supported | Not supported | Supported |
| eu-west-3 | Not supported | Not supported | Supported |
| ap-east-2 | Not supported | Not supported | Supported |
| ap-northeast-1 | Not supported | Not supported | Supported |
| ap-northeast-2 | Not supported | Not supported | Supported |
| ap-northeast-3 | Not supported | Not supported | Supported |
| ap-south-1 | Not supported | Not supported | Supported |
| ap-south-2 | Not supported | Not supported | Supported |
| ap-southeast-1 | Not supported | Not supported | Supported |
| ap-southeast-2 | Not supported | Not supported | Supported |
| ap-southeast-3 | Not supported | Not supported | Supported |
| ap-southeast-4 | Not supported | Not supported | Supported |
| ap-southeast-5 | Not supported | Not supported | Supported |
| ap-southeast-6 | Not supported | Not supported | Supported |
| ap-southeast-7 | Not supported | Not supported | Supported |
| il-central-1 | Not supported | Not supported | Supported |
| af-south-1 | Not supported | Not supported | Supported |
| sa-east-1 | Not supported | Not supported | Supported |
| mx-central-1 | Not supported | Not supported | Supported |
## Quotas and limits
Quotas vary by account and Region. To review your quotas or request an increase, see [Quotas for Amazon Bedrock](quotas.md) and [Request an increase to a quota](quotas-increase.html).
On `bedrock-runtime`, the quota counts output tokens at a 10-to-1 rate. Each output token uses 10 tokens of quota.
## Sample code
**Step 1 - Create an AWS account:** If you already have an AWS account, skip this step. Otherwise, sign up for an [AWS account](https://portal.aws.amazon.com/billing/signup).
**Step 2 - Create an API key:** Open the [Amazon Bedrock console](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create). Create a long-term API key.
**Step 3 - Install the SDK:** You need Python to run these examples. Install the OpenAI SDK with the command below. Both APIs use this SDK.
------
#### [ OpenAI SDK ]
```
python3 -m pip install openai
```
------
### Step 4 - Set environment variables
Choose the tab for your endpoint. Set your API key and the base URL shown there.
------
#### [ bedrock-runtime ]
```
export OPENAI_API_KEY=""
export OPENAI_BASE_URL="https://bedrock-runtime.us-east-1.amazonaws.com/openai/v1"
```
------
#### [ bedrock-mantle ]
```
export OPENAI_API_KEY=""
export OPENAI_BASE_URL="https://bedrock-mantle.us-east-1.api.aws/openai/v1"
```
------
**Note**
On `bedrock-runtime`, use a cross-Region inference profile as the model: `us.openai.gpt-6-sol` or `global.openai.gpt-6-sol`. This model does not support in-Region calls on this endpoint.
Your IAM identity needs `bedrock:InvokeModel` permission for both resources:
The inference profile.
Your AWS account's default project: `arn:aws:bedrock:{region}:{account-id}:project/default`.
### Step 5 - Send your first request
Save one of the examples below as `bedrock-first-request.py`.
#### bedrock-runtime: OpenAI SDK
Use the settings from [Step 4 - Set environment variables](#model-card-openai-gpt-6-sol-sample-code-environment). Choose the `bedrock-runtime` tab. Both examples use the global system inference profile.
------
#### [ Responses API ]
```
import os
from openai import OpenAI
client = OpenAI(base_url=os.environ["OPENAI_BASE_URL"])
response = client.responses.create(
model="global.openai.gpt-6-sol",
input="Can you explain the features of Amazon Bedrock?"
)
print(response)
```
------
#### [ Chat Completions API ]
```
import os
from openai import OpenAI
client = OpenAI(base_url=os.environ["OPENAI_BASE_URL"])
response = client.chat.completions.create(
model="global.openai.gpt-6-sol",
messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
)
print(response)
```
------
#### bedrock-mantle
Use the settings from [Step 4 - Set environment variables](#model-card-openai-gpt-6-sol-sample-code-environment). Choose the `bedrock-mantle` tab.
------
#### [ Responses API ]
```
import os
from openai import OpenAI
client = OpenAI(base_url=os.environ["OPENAI_BASE_URL"])
response = client.responses.create(
model="openai.gpt-6-sol",
input="Can you explain the features of Amazon Bedrock?"
)
print(response)
```
------
#### [ Chat Completions API ]
```
import os
from openai import OpenAI
client = OpenAI(base_url=os.environ["OPENAI_BASE_URL"])
response = client.chat.completions.create(
model="openai.gpt-6-sol",
messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
)
print(response)
```
------