Advanced model settings

Context window size and token costs

In most cases, you can safely ignore aider’s warning about unknown context window size and model costs.

Aider never enforces token limits, it only reports token limit errors from the API provider. You probably don’t need to configure aider with the proper token limits for unusual models.

But, you can register context window limits and costs for models that aren’t known to aider. Create a .aider.model.metadata.json file in one of these locations:

Your home directory.
The root if your git repo.
The current directory where you launch aider.
Or specify a specific file with the --model-metadata-file <filename> switch.

If the files above exist, they will be loaded in that order. Files loaded last will take priority.

The json file should be a dictionary with an entry for each model, as follows:

{
 "deepseek/deepseek-chat": {
 "max_tokens": 4096,
 "max_input_tokens": 32000,
 "max_output_tokens": 4096,
 "input_cost_per_token": 0.00000014,
 "output_cost_per_token": 0.00000028,
 "litellm_provider": "deepseek",
 "mode": "chat"
 }
}

Use a fully qualified model name with a provider/ at the front in the .aider.model.metadata.json file. For example, use deepseek/deepseek-chat, not just deepseek-chat. That prefix should match the litellm_provider field.

Contribute model metadata

Aider relies on litellm’s model_prices_and_context_window.json file for model metadata.

Consider submitting a PR to that file to add missing models.

Model settings

Aider has a number of settings that control how it works with different models. These model settings are pre-configured for most popular models. But it can sometimes be helpful to override them or add settings for a model that aider doesn’t know about.

Configuration file locations

You can override or add settings for any model by creating a .aider.model.settings.yml file in one of these locations:

Your home directory.
The root of your git repo.
The current directory where you launch aider.
Or specify a specific file with the --model-settings-file <filename> switch.

If the files above exist, they will be loaded in that order. Files loaded last will take priority.

The YAML file should be a list of dictionary objects for each model.

Passing extra params to litellm.completion

The extra_params attribute of model settings is used to pass arbitrary extra parameters to the litellm.completion() call when sending data to the given model.

For example:

- name: some-provider/my-special-model
 extra_params:
 extra_headers:
 Custom-Header: value
 max_tokens: 8192

You can use the special model name aider/extra_params to define extra_params that will be passed to litellm.completion() for all models. Only the extra_params dict is used from this special model name.

For example:

- name: aider/extra_params
 extra_params:
 extra_headers:
 Custom-Header: value
 max_tokens: 8192

These settings will be merged with any model-specific settings, with the aider/extra_params settings taking precedence for any direct conflicts.

Default model settings

Below are all the pre-configured model settings to give a sense for the settings which are supported.

You can also look at the ModelSettings class in models.py file for more details about all of the model setting that aider supports.

The first entry shows all the settings, with their default values. For a real model, you just need to include whichever fields that you want to override the defaults.

- name: (default values)
 edit_format: whole
 weak_model_name: null
 use_repo_map: false
 send_undo_reply: false
 lazy: false
 overeager: false
 reminder: user
 examples_as_sys_msg: false
 extra_params: null
 cache_control: false
 caches_by_default: false
 use_system_prompt: true
 use_temperature: true
 streaming: true
 editor_model_name: null
 editor_edit_format: null
 reasoning_tag: null
 remove_reasoning: null
 system_prompt_prefix: null
 accepts_settings: null
- name: anthropic.claude-opus-4-20250514-v1:0
 edit_format: diff
 weak_model_name: anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 32000
 cache_control: true
 editor_model_name: anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: anthropic.claude-sonnet-4-20250514-v1:0
 edit_format: diff
 weak_model_name: anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: anthropic/claude-3-5-haiku-20241022
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 cache_control: true
- name: anthropic/claude-3-5-sonnet-20240620
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 max_tokens: 8192
 cache_control: true
 editor_model_name: anthropic/claude-3-5-sonnet-20240620
 editor_edit_format: editor-diff
- name: anthropic/claude-3-5-sonnet-20241022
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 max_tokens: 8192
 cache_control: true
 editor_model_name: anthropic/claude-3-5-sonnet-20241022
 editor_edit_format: editor-diff
- name: anthropic/claude-3-5-sonnet-latest
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 max_tokens: 8192
 cache_control: true
 editor_model_name: anthropic/claude-3-5-sonnet-20241022
 editor_edit_format: editor-diff
- name: anthropic/claude-3-7-sonnet-20250219
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: anthropic/claude-3-7-sonnet-20250219
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: anthropic/claude-3-7-sonnet-latest
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: anthropic/claude-3-7-sonnet-latest
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: anthropic/claude-3-haiku-20240307
 weak_model_name: anthropic/claude-3-haiku-20240307
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 cache_control: true
- name: anthropic/claude-opus-4-20250514
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 32000
 cache_control: true
 editor_model_name: anthropic/claude-sonnet-4-20250514
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: anthropic/claude-sonnet-4-20250514
 edit_format: diff
 weak_model_name: anthropic/claude-3-5-haiku-20241022
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: anthropic/claude-sonnet-4-20250514
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: azure/gpt-4.1
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 reminder: sys
 editor_model_name: azure/gpt-4.1-mini
- name: azure/gpt-4.1-mini
 edit_format: diff
 use_repo_map: true
 reminder: sys
- name: azure/gpt-5
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-2025年08月07日
 edit_format: diff
 weak_model_name: azure/gpt-5-nano-2025年08月07日
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-chat
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-chat-latest
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-mini
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-mini-2025年08月07日
 edit_format: diff
 weak_model_name: azure/gpt-5-nano-2025年08月07日
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-nano
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-nano-2025年08月07日
 edit_format: diff
 weak_model_name: azure/gpt-5-nano-2025年08月07日
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5-pro
 edit_format: diff
 weak_model_name: azure/gpt-5-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 streaming: false
 editor_model_name: azure/gpt-5
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.1
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.1-2025年11月13日
 edit_format: diff
 weak_model_name: azure/gpt-5-nano-2025年08月07日
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.1-chat
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.1-chat-latest
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.2
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.2-2025年12月11日
 edit_format: diff
 weak_model_name: azure/gpt-5-nano-2025年08月07日
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/gpt-5.2-chat-latest
 edit_format: diff
 weak_model_name: azure/gpt-5-nano
 use_repo_map: true
 use_temperature: false
 accepts_settings:
 - reasoning_effort
- name: azure/o1
 edit_format: diff
 weak_model_name: azure/gpt-4o-mini
 use_repo_map: true
 use_temperature: false
 streaming: false
 editor_model_name: azure/gpt-4o
 editor_edit_format: editor-diff
 accepts_settings:
 - reasoning_effort
- name: azure/o1-mini
 weak_model_name: azure/gpt-4o-mini
 use_repo_map: true
 use_system_prompt: false
 use_temperature: false
 editor_model_name: azure/gpt-4o
 editor_edit_format: editor-diff
- name: azure/o1-preview
 edit_format: diff
 weak_model_name: azure/gpt-4o-mini
 use_repo_map: true
 use_system_prompt: false
 use_temperature: false
 editor_model_name: azure/gpt-4o
 editor_edit_format: editor-diff
- name: azure/o3
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 streaming: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o3-mini
 edit_format: diff
 weak_model_name: azure/gpt-4o-mini
 use_repo_map: true
 use_temperature: false
 editor_model_name: azure/gpt-4o
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o3-pro
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 streaming: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o4-mini
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o4-mini
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o4-mini
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o4-mini
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: azure/o4-mini
 edit_format: diff
 weak_model_name: azure/gpt-4.1-mini
 use_repo_map: true
 examples_as_sys_msg: true
 use_temperature: false
 editor_model_name: azure/gpt-4.1
 editor_edit_format: editor-diff
 system_prompt_prefix: 'Formattingre-enabled.'
 accepts_settings:
 - reasoning_effort
- name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 edit_format: diff
 weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 cache_control: true
- name: bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0
 edit_format: diff
 weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日
 max_tokens: 8192
 cache_control: true
 editor_model_name: bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0
 editor_edit_format: editor-diff
- name: bedrock/anthropic.claude-3-7-sonnet-20250219-v1:0
 edit_format: diff
 weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock/anthropic.claude-3-7-sonnet-20250219-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock/anthropic.claude-sonnet-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock/anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock/global.anthropic.claude-sonnet-4-5-20250929-v1:0
 edit_format: diff
 weak_model_name: bedrock/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock/global.anthropic.claude-sonnet-4-5-20250929-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0
 edit_format: diff
 weak_model_name: bedrock/us.anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock/us.anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/anthropic.claude-3-7-sonnet-20250219-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock_converse/anthropic.claude-3-7-sonnet-20250219-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/anthropic.claude-opus-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 32000
 cache_control: true
 editor_model_name: bedrock_converse/anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/anthropic.claude-sonnet-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock_converse/anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/eu.anthropic.claude-opus-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/eu.anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 32000
 cache_control: true
 editor_model_name: bedrock_converse/eu.anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/eu.anthropic.claude-sonnet-4-20250514-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/eu.anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
 max_tokens: 64000
 cache_control: true
 editor_model_name: bedrock_converse/eu.anthropic.claude-sonnet-4-20250514-v1:0
 editor_edit_format: editor-diff
 accepts_settings:
 - thinking_tokens
- name: bedrock_converse/us.anthropic.claude-3-7-sonnet-20250219-v1:0
 edit_format: diff
 weak_model_name: bedrock_converse/us.anthropic.claude-3-5-haiku-20241022-v1:0
 use_repo_map: true
 overeager: true
 examples_as_sys_msg: true
 extra_params:
 extra_headers:
 anthropic-beta: prompt-caching-2024年07月31日,pdfs-2024年09月25日,output-128k-2025年02月19日
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