diff --git a/site/src/api.rs b/site/src/api.rs
index 4abace9c9..a663b791b 100644
--- a/site/src/api.rs
+++ b/site/src/api.rs
@@ -42,6 +42,28 @@ pub mod dashboard {
 }
 
 pub mod graph {
+    use super::graphs::{GraphKind, Series};
+    use collector::Bound;
+    use serde::{Deserialize, Serialize};
+
+    #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
+    pub struct Request {
+        pub benchmark: String,
+        pub profile: String,
+        pub scenario: String,
+        pub metric: String,
+        pub start: Bound,
+        pub end: Bound,
+        pub kind: GraphKind,
+    }
+
+    #[derive(Debug, PartialEq, Clone, Serialize)]
+    pub struct Response {
+        pub series: Series,
+    }
+}
+
+pub mod graphs {
     use collector::Bound;
     use serde::{Deserialize, Serialize};
     use std::collections::{HashMap, HashSet};
diff --git a/site/src/load.rs b/site/src/load.rs
index 80d86d55d..f4cf3b324 100644
--- a/site/src/load.rs
+++ b/site/src/load.rs
@@ -79,7 +79,7 @@ pub struct SiteCtxt {
     /// Site configuration
     pub config: Config,
     /// Cached site landing page
-    pub landing_page: ArcSwap<Option<Arc<crate::api::graph::Response>>>,
+    pub landing_page: ArcSwap<Option<Arc<crate::api::graphs::Response>>>,
     /// Index of various common queries
     pub index: ArcSwap<crate::db::Index>,
     /// Database connection pool
diff --git a/site/src/request_handlers.rs b/site/src/request_handlers.rs
index 5cbc16007..f300b8840 100644
--- a/site/src/request_handlers.rs
+++ b/site/src/request_handlers.rs
@@ -9,7 +9,7 @@ mod status_page;
 pub use bootstrap::handle_bootstrap;
 pub use dashboard::handle_dashboard;
 pub use github::handle_github;
-pub use graph::handle_graphs;
+pub use graph::{handle_graph, handle_graphs};
 pub use next_commit::handle_next_commit;
 pub use self_profile::{
     handle_self_profile, handle_self_profile_processed_download, handle_self_profile_raw,
diff --git a/site/src/request_handlers/graph.rs b/site/src/request_handlers/graph.rs
index f8df06ca9..ee0faf493 100644
--- a/site/src/request_handlers/graph.rs
+++ b/site/src/request_handlers/graph.rs
@@ -2,25 +2,34 @@ use collector::Bound;
 use std::collections::HashMap;
 use std::sync::Arc;
 
-use crate::api::graph::GraphKind;
-use crate::api::{graph, ServerResult};
+use crate::api::graphs::GraphKind;
+use crate::api::{graph, graphs, ServerResult};
 use crate::db::{self, ArtifactId, Benchmark, Profile, Scenario};
 use crate::interpolate::IsInterpolated;
 use crate::load::SiteCtxt;
 use crate::selector::{Query, Selector, SeriesResponse, Tag};
 
+pub async fn handle_graph(
+    request: graph::Request,
+    ctxt: Arc<SiteCtxt>,
+) -> ServerResult<graph::Response> {
+    log::info!("handle_graph({:?})", request);
+
+    create_graph(request, ctxt).await
+}
+
 pub async fn handle_graphs(
-    body: graph::Request,
-    ctxt: &SiteCtxt,
-) -> ServerResult<Arc<graph::Response>> {
-    log::info!("handle_graph({:?})", body);
+    request: graphs::Request,
+    ctxt: Arc<SiteCtxt>,
+) -> ServerResult<Arc<graphs::Response>> {
+    log::info!("handle_graphs({:?})", request);
 
-    let is_default_query = body
-        == graph::Request {
+    let is_default_query = request
+        == graphs::Request {
             start: Bound::None,
             end: Bound::None,
             stat: String::from("instructions:u"),
-            kind: graph::GraphKind::Raw,
+            kind: graphs::GraphKind::Raw,
         };
 
     if is_default_query {
@@ -30,7 +39,7 @@ pub async fn handle_graphs(
         }
     }
 
-    let resp = graph_response(body, ctxt).await?;
+    let resp = create_graphs(request, &ctxt).await?;
 
     if is_default_query {
         ctxt.landing_page.store(Arc::new(Some(resp.clone())));
@@ -39,12 +48,36 @@ pub async fn handle_graphs(
     Ok(resp)
 }
 
-async fn graph_response(
-    body: graph::Request,
+async fn create_graph(
+    request: graph::Request,
+    ctxt: Arc<SiteCtxt>,
+) -> ServerResult<graph::Response> {
+    let artifact_ids = artifact_ids_for_range(&ctxt, request.start, request.end);
+    let mut series_iterator = ctxt
+        .statistic_series(
+            Query::new()
+                .set::<String>(Tag::Benchmark, Selector::One(request.benchmark))
+                .set::<String>(Tag::Profile, Selector::One(request.profile))
+                .set::<String>(Tag::Scenario, Selector::One(request.scenario))
+                .set::<String>(Tag::Metric, Selector::One(request.metric)),
+            Arc::new(artifact_ids),
+        )
+        .await?
+        .into_iter()
+        .map(SeriesResponse::interpolate);
+
+    let result = series_iterator.next().unwrap();
+    let graph_series = graph_series(result.series, request.kind);
+    Ok(graph::Response {
+        series: graph_series,
+    })
+}
+
+async fn create_graphs(
+    request: graphs::Request,
     ctxt: &SiteCtxt,
-) -> ServerResult<Arc<graph::Response>> {
-    let range = ctxt.data_range(body.start..=body.end);
-    let commits: Arc<Vec<_>> = Arc::new(range.into_iter().map(|c| c.into()).collect());
+) -> ServerResult<Arc<graphs::Response>> {
+    let artifact_ids = Arc::new(artifact_ids_for_range(ctxt, request.start, request.end));
     let mut benchmarks = HashMap::new();
 
     let interpolated_responses: Vec<_> = ctxt
@@ -53,15 +86,15 @@ async fn graph_response(
                 .set::<String>(Tag::Benchmark, Selector::All)
                 .set::<String>(Tag::Profile, Selector::All)
                 .set::<String>(Tag::Scenario, Selector::All)
-                .set::<String>(Tag::Metric, Selector::One(body.stat)),
-            commits.clone(),
+                .set::<String>(Tag::Metric, Selector::One(request.stat)),
+            artifact_ids.clone(),
         )
         .await?
         .into_iter()
         .map(|sr| sr.interpolate().map(|series| series.collect::<Vec<_>>()))
         .collect();
 
-    let summary_benchmark = create_summary(ctxt, &interpolated_responses, body.kind)?;
+    let summary_benchmark = create_summary(ctxt, &interpolated_responses, request.kind)?;
 
     benchmarks.insert("Summary".to_string(), summary_benchmark);
 
@@ -69,7 +102,7 @@ async fn graph_response(
         let benchmark = response.path.get::<Benchmark>()?.to_string();
         let profile = *response.path.get::<Profile>()?;
         let scenario = response.path.get::<Scenario>()?.to_string();
-        let graph_series = graph_series(response.series.into_iter(), body.kind);
+        let graph_series = graph_series(response.series.into_iter(), request.kind);
 
         benchmarks
             .entry(benchmark)
@@ -79,8 +112,8 @@ async fn graph_response(
             .insert(scenario, graph_series);
     }
 
-    Ok(Arc::new(graph::Response {
-        commits: Arc::try_unwrap(commits)
+    Ok(Arc::new(graphs::Response {
+        commits: Arc::try_unwrap(artifact_ids)
             .unwrap()
             .into_iter()
             .map(|c| match c {
@@ -92,13 +125,18 @@ async fn graph_response(
     }))
 }
 
+fn artifact_ids_for_range(ctxt: &SiteCtxt, start: Bound, end: Bound) -> Vec<ArtifactId> {
+    let range = ctxt.data_range(start..=end);
+    range.into_iter().map(|c| c.into()).collect()
+}
+
 /// Creates a summary "benchmark" that averages the results of all other
 /// test cases per profile type
 fn create_summary(
     ctxt: &SiteCtxt,
     interpolated_responses: &[SeriesResponse<Vec<((ArtifactId, Option<f64>), IsInterpolated)>>],
     graph_kind: GraphKind,
-) -> ServerResult<HashMap<Profile, HashMap<String, graph::Series>>> {
+) -> ServerResult<HashMap<Profile, HashMap<String, graphs::Series>>> {
     let mut baselines = HashMap::new();
     let mut summary_benchmark = HashMap::new();
     let summary_query_cases = iproduct!(
@@ -152,8 +190,8 @@ fn create_summary(
 fn graph_series(
     points: impl Iterator<Item = ((ArtifactId, Option<f64>), IsInterpolated)>,
     kind: GraphKind,
-) -> graph::Series {
-    let mut graph_series = graph::Series {
+) -> graphs::Series {
+    let mut graph_series = graphs::Series {
         points: Vec::new(),
         interpolated_indices: Default::default(),
     };
diff --git a/site/src/server.rs b/site/src/server.rs
index fcc084cf2..de4c403e0 100644
--- a/site/src/server.rs
+++ b/site/src/server.rs
@@ -18,7 +18,7 @@ use serde::de::DeserializeOwned;
 use serde::Serialize;
 
 pub use crate::api::{
-    self, bootstrap, comparison, dashboard, github, graph, info, self_profile, self_profile_raw,
+    self, bootstrap, comparison, dashboard, github, graphs, info, self_profile, self_profile_raw,
     status, triage, ServerResult,
 };
 use crate::db::{self, ArtifactId};
@@ -131,6 +131,39 @@ impl Server {
             .unwrap())
     }
 
+    async fn handle_fallible_get_async<F, R, S, E>(
+        &self,
+        req: &Request,
+        handler: F,
+    ) -> Result<Response, ServerError>
+    where
+        F: FnOnce(Arc<SiteCtxt>) -> R,
+        R: std::future::Future<Output = Result<S, E>> + Send,
+        S: Serialize,
+        E: Into<Vec<u8>>,
+    {
+        check_http_method!(*req.method(), http::Method::GET);
+        let ctxt = self.ctxt.clone();
+        let ctxt = ctxt.read().as_ref().unwrap().clone();
+        let result = handler(ctxt).await;
+        let response = match result {
+            Ok(result) => {
+                let response = http::Response::builder()
+                    .header_typed(ContentType::json())
+                    .header_typed(CacheControl::new().with_no_cache().with_no_store());
+                let body = serde_json::to_vec(&result).unwrap();
+                response.body(hyper::Body::from(body)).unwrap()
+            }
+            Err(err) => http::Response::builder()
+                .status(StatusCode::INTERNAL_SERVER_ERROR)
+                .header_typed(ContentType::text_utf8())
+                .header_typed(CacheControl::new().with_no_cache().with_no_store())
+                .body(hyper::Body::from(err.into()))
+                .unwrap(),
+        };
+        Ok(response)
+    }
+
     fn check_auth(&self, req: &http::request::Parts) -> bool {
         if let Some(auth) = req
             .headers
@@ -317,6 +350,18 @@ async fn serve_req(server: Server, req: Request) -> Result<Response, ServerError
                 crate::comparison::handle_triage(input, &ctxt).await,
             ));
         }
+        "/perf/graph" => {
+            let query = check!(parse_query_string(req.uri()));
+            return server
+                .handle_fallible_get_async(&req, |c| request_handlers::handle_graph(query, c))
+                .await;
+        }
+        "/perf/graphs" => {
+            let query = check!(parse_query_string(req.uri()));
+            return server
+                .handle_fallible_get_async(&req, |c| request_handlers::handle_graphs(query, c))
+                .await;
+        }
         "/perf/metrics" => {
             return Ok(server.handle_metrics(req).await);
         }
@@ -403,23 +448,6 @@ async fn serve_req(server: Server, req: Request) -> Result<Response, ServerError
         "/perf/self-profile-raw" => Ok(to_response(
             request_handlers::handle_self_profile_raw(check!(parse_body(&body)), &ctxt).await,
         )),
-        "/perf/graphs" => Ok(
-            match request_handlers::handle_graphs(check!(parse_body(&body)), &ctxt).await {
-                Ok(result) => {
-                    let response = http::Response::builder()
-                        .header_typed(ContentType::json())
-                        .header_typed(CacheControl::new().with_no_cache().with_no_store());
-                    let body = serde_json::to_vec(&result).unwrap();
-                    response.body(hyper::Body::from(body)).unwrap()
-                }
-                Err(err) => http::Response::builder()
-                    .status(StatusCode::INTERNAL_SERVER_ERROR)
-                    .header_typed(ContentType::text_utf8())
-                    .header_typed(CacheControl::new().with_no_cache().with_no_store())
-                    .body(hyper::Body::from(err))
-                    .unwrap(),
-            },
-        ),
         "/perf/bootstrap" => Ok(
             match request_handlers::handle_bootstrap(check!(parse_body(&body)), &ctxt).await {
                 Ok(result) => {
diff --git a/site/static/index.html b/site/static/index.html
index d7514437b..af6cb3e5c 100644
--- a/site/static/index.html
+++ b/site/static/index.html
@@ -387,11 +387,9 @@ <h3>This may take a while!</h3>
             document.querySelector("#loading").style.display = 'none';
         }
 
-        function post_json(path, body) {
-            return fetch(BASE_URL + path, {
-                method: "POST",
-                body: JSON.stringify(body),
-            }).then(r => r.json());
+        function get_json(path, query) {
+            let q = Object.entries(query).map(e => `${e[0]}=${e[1]}`).join("&");
+            return fetch(BASE_URL + path + "?" + q).then(r => r.json());
         }
 
         function prepData(data) {
@@ -439,7 +437,7 @@ <h3>This may take a while!</h3>
                 stat: "instructions:u",
                 kind: "raw",
             }, state);
-            post_json("/graphs", values).then(prepData).then(data =>
+            get_json("/graphs", values).then(prepData).then(data =>
                 renderPlots(data, values));
         });
     </script>