> ## Documentation Index > Fetch the complete documentation index at: https://opentouter.ai/docs/llms.txt > Use this file to discover all available pages before exploring further. # Datasets > Datasets endpoints ## Overview Datasets endpoints ### Available Operations * [get\_app\_rankings](#get_app_rankings) - Top apps by token usage * [get\_rankings\_daily](#get_rankings_daily) - Daily token totals for top 50 models ## get\_app\_rankings Returns the top public apps on OpenRouter ranked by token usage inside the requested date window, matching the public apps marketplace on openrouter.ai/apps. Token totals are `prompt_tokens + completion_tokens`; hidden and private apps are excluded and traffic from related app aliases is merged into the canonical visible app. `sort=popular` (default) ranks by total token volume inside the window. `sort=trending` ranks by absolute excess token growth: window volume minus the average volume of the three equal-length periods immediately preceding the window. Apps with no excess growth are omitted, so `trending` may return fewer than `limit` rows. Filter with `category` (marketplace category group, e.g. `coding`) or `subcategory` (e.g. `cli-agent`). Ranks are re-numbered 1..N after filtering. Page with `offset` — `rank` stays absolute, so the first row of `offset=50` is `rank: 51`. Authenticate with any valid OpenRouter API key (same key used for inference). Rate-limited to 30 requests/minute per key and 500 requests/day per account. When republishing or quoting this dataset, OpenRouter must be cited as: "Source: OpenRouter (openrouter.ai/apps), as of \{as\_of}." Token counts come from each upstream provider's own tokenizer, so a token attributed to one app is not directly comparable to a token attributed to another app whose traffic flows through a different provider. ### Example Usage ```python theme={null} from openrouter import OpenRouter import os with OpenRouter( http_referer="", x_open_router_title="", x_open_router_categories="", api_key=os.getenv("OPENROUTER_API_KEY", ""), ) as open_router: res = open_router.datasets.get_app_rankings(sort="popular", limit=50, offset=0) while res is not None: # Handle items res = res.next() ``` ### Parameters | Parameter | Type | Required | Description | Example | | -------------------------- | -------------------------------------------------------------------------------------------- | -------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------- | | `http_referer` | *Optional\[str]* | :heavy\_minus\_sign: | The app identifier should be your app's URL and is used as the primary identifier for rankings.
This is used to track API usage per application.
| | | `x_open_router_title` | *Optional\[str]* | :heavy\_minus\_sign: | The app display name allows you to customize how your app appears in OpenRouter's dashboard.
| | | `x_open_router_categories` | *Optional\[str]* | :heavy\_minus\_sign: | Comma-separated list of app categories (e.g. "cli-agent,cloud-agent"). Used for marketplace rankings.
| | | `category` | [Optional\[operations.GetAppRankingsCategory\]](../../operations/getapprankingscategory.mdx) | :heavy\_minus\_sign: | Marketplace category group to filter by (e.g. `coding`). Only apps tagged with a subcategory inside this group are returned. Mutually combinable with `subcategory` — when both are supplied the `subcategory` must belong to the `category` group. | coding | | `subcategory` | [Optional\[operations.Subcategory\]](../../operations/subcategory.mdx) | :heavy\_minus\_sign: | Marketplace subcategory to filter by (e.g. `cli-agent`). Takes precedence over `category` for the actual filter; when `category` is also supplied the pair must be consistent. | cli-agent | | `sort` | [Optional\[operations.GetAppRankingsSort\]](../../operations/getapprankingssort.mdx) | :heavy\_minus\_sign: | `popular` ranks apps by total token volume inside the date window. `trending` ranks apps by absolute excess token growth: window volume minus the average volume of the three equal-length periods immediately preceding the window. Apps with no excess growth are omitted from `trending` results. | popular | | `start_date` | *Optional\[str]* | :heavy\_minus\_sign: | Start of the date window in YYYY-MM-DD (UTC), inclusive. Defaults to 30 days before `end_date`. The dataset begins at 2025-01-01; earlier values are clamped forward to that floor and the resolved value is echoed in `meta.start_date`. | 2026-04-12 | | `end_date` | *Optional\[str]* | :heavy\_minus\_sign: | End of the date window in YYYY-MM-DD (UTC), inclusive. Defaults to the most recent completed UTC day. Must be on or after 2025-01-01; earlier values are rejected with a 400. | 2026-05-11 | | `limit` | *Optional\[int]* | :heavy\_minus\_sign: | Maximum number of apps to return (1-100). Defaults to 50. | 50 | | `offset` | *Optional\[int]* | :heavy\_minus\_sign: | Number of ranked apps to skip before the first returned row (0-100). Defaults to 0. `rank` stays absolute, so the first row of `offset=50` is `rank: 51`. | 0 | | `retries` | [Optional\[utils.RetryConfig\]](../../models/utils/retryconfig.mdx) | :heavy\_minus\_sign: | Configuration to override the default retry behavior of the client. | | ### Response **[operations.GetAppRankingsResponse](../../operations/getapprankingsresponse.mdx)** ### Errors | Error Type | Status Code | Content Type | | ----------------------------------- | ----------- | ---------------- | | errors.BadRequestResponseError | 400 | application/json | | errors.UnauthorizedResponseError | 401 | application/json | | errors.TooManyRequestsResponseError | 429 | application/json | | errors.InternalServerResponseError | 500 | application/json | | errors.OpenRouterDefaultError | 4XX, 5XX | \*/\* | ## get\_rankings\_daily Returns the top 50 public models per day by total token usage on OpenRouter, plus a single aggregated `other` row per day that sums every model outside that top 50. Token totals are `prompt_tokens + completion_tokens`, matching the public rankings chart on openrouter.ai/rankings. Each row is a distinct `(date, model_permaslug)` pair. The `other` row uses the reserved permaslug `other` and is always returned last within its date, so callers can compute `top-50 traffic / total daily traffic` without a second request. Authenticate with any valid OpenRouter API key (same key used for inference). Rate-limited to 30 requests/minute per key and 500 requests/day per account. When republishing or quoting this dataset, OpenRouter must be cited as: "Source: OpenRouter (openrouter.ai/rankings), as of \{as\_of}." Token counts come from each upstream provider's own tokenizer (Anthropic counts are as reported by Anthropic, OpenAI counts are as reported by OpenAI, etc.), so a token in one row is not directly comparable to a token in another row from a different provider. ### Example Usage ```python theme={null} from openrouter import OpenRouter import os with OpenRouter( http_referer="", x_open_router_title="", x_open_router_categories="", api_key=os.getenv("OPENROUTER_API_KEY", ""), ) as open_router: res = open_router.datasets.get_rankings_daily() # Handle response print(res) ``` ### Parameters | Parameter | Type | Required | Description | Example | | -------------------------- | ------------------------------------------------------------------- | -------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------- | | `http_referer` | *Optional\[str]* | :heavy\_minus\_sign: | The app identifier should be your app's URL and is used as the primary identifier for rankings.
This is used to track API usage per application.
| | | `x_open_router_title` | *Optional\[str]* | :heavy\_minus\_sign: | The app display name allows you to customize how your app appears in OpenRouter's dashboard.
| | | `x_open_router_categories` | *Optional\[str]* | :heavy\_minus\_sign: | Comma-separated list of app categories (e.g. "cli-agent,cloud-agent"). Used for marketplace rankings.
| | | `start_date` | *Optional\[str]* | :heavy\_minus\_sign: | Start of the date window in YYYY-MM-DD (UTC), inclusive. Defaults to 30 days before `end_date`. The dataset begins at 2025-01-01; earlier values are clamped forward to that floor and the resolved value is echoed in `meta.start_date`. | 2026-04-12 | | `end_date` | *Optional\[str]* | :heavy\_minus\_sign: | End of the date window in YYYY-MM-DD (UTC), inclusive. Defaults to the most recent completed UTC day. Must be on or after 2025-01-01; earlier values are rejected with a 400. | 2026-05-11 | | `retries` | [Optional\[utils.RetryConfig\]](../../models/utils/retryconfig.mdx) | :heavy\_minus\_sign: | Configuration to override the default retry behavior of the client. | | ### Response **[components.RankingsDailyResponse](../../components/rankingsdailyresponse.mdx)** ### Errors | Error Type | Status Code | Content Type | | ----------------------------------- | ----------- | ---------------- | | errors.BadRequestResponseError | 400 | application/json | | errors.UnauthorizedResponseError | 401 | application/json | | errors.TooManyRequestsResponseError | 429 | application/json | | errors.InternalServerResponseError | 500 | application/json | | errors.OpenRouterDefaultError | 4XX, 5XX | \*/\* |