diff --git a/README.md b/README.md
index 0b204e7d..16a1686c 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ This includes runs with a [status](https://docs.github.com/en/rest/reference/che
 
 ## How does it work?
 
-When you `git push`, this GitHub Action will capture the current Branch and SHA. It will query GitHub's API to find previous workflow runs that match the Branch but do not match the SHA. These in-progress runs will be canceled leaving only this run.
+When you `git push`, this GitHub Action will capture the current Branch and SHA. It will query GitHub's API to find previous workflow runs that match the Branch but do not match the SHA. These in-progress runs will be canceled leaving only this run, or the [latest run](#advanced-all-but-latest).
 
 Read more about the [Workflow Runs API](https://docs.github.com/en/rest/reference/actions#workflow-runs).
 
@@ -100,10 +100,11 @@ jobs:
           workflow_id: 479426
 ```
 
-## Advanced: Cancel more recent workflows
+## Advanced: All But Latest
 
 Because this action can only cancel workflows if it is actually being run, it only helps if the pipeline isn't saturated and there are still runners available to schedule the workflow.
-By default, this action does not cancel any workflows older than itself. The optional flag ``all_but_latest`` switches to a mode where the action also cancels itself and all later-scheduled workflows but the last one.
+
+By default, this action does not cancel any workflows created after itself. The `all_but_latest` flags allows the action to cancel itself and all later-scheduled workflows, leaving only the latest.
 
 ```yml
 name: Cancel
@@ -120,8 +121,6 @@ jobs:
           access_token: ${{ github.token }}
 ```
 
-At the time of writing `0.8.0` is the latest release but you can select any [release](https://github.com/styfle/cancel-workflow-action/releases).
-
 ## Contributing
 
 - Clone this repo
diff --git a/dist/index.js b/dist/index.js
index 4f442ae6..e884532e 100644
--- a/dist/index.js
+++ b/dist/index.js
@@ -5864,6 +5864,7 @@ async function main() {
     const token = core.getInput('access_token', { required: true });
     const workflow_id = core.getInput('workflow_id', { required: false });
     const ignore_sha = core.getInput('ignore_sha', { required: false }) === 'true';
+    const all_but_latest = core.getInput('all_but_latest', { required: false });
     console.log(`Found token: ${token ? 'yes' : 'no'}`);
     const workflow_ids = [];
     const octokit = github.getOctokit(token);
@@ -5883,19 +5884,27 @@ async function main() {
     console.log(`Found workflow_id: ${JSON.stringify(workflow_ids)}`);
     await Promise.all(workflow_ids.map(async (workflow_id) => {
         try {
-            const { data } = await octokit.actions.listWorkflowRuns({
+            const { data: { total_count, workflow_runs } } = await octokit.actions.listWorkflowRuns({
+                per_page: 100,
                 owner,
                 repo,
                 workflow_id,
                 branch,
             });
-            const branchWorkflows = data.workflow_runs.filter(run => run.head_branch === branch);
-            console.log(`Found ${branchWorkflows.length} runs for workflow ${workflow_id} on branch ${branch}`);
-            console.log(branchWorkflows.map(run => `- ${run.html_url}`).join('\n'));
-            const runningWorkflows = branchWorkflows.filter(run => (ignore_sha || run.head_sha !== headSha) &&
+            console.log(`Found ${total_count} runs total.`);
+            let cancelBefore = new Date(current_run.created_at);
+            if (all_but_latest) {
+                const n = workflow_runs.map(run => new Date(run.created_at).getTime()).reduce((a, b) => Math.max(a, b), cancelBefore.getTime());
+                cancelBefore = new Date(n);
+            }
+            const runningWorkflows = workflow_runs.filter(run => run.id !== current_run.id &&
+                (ignore_sha || run.head_sha !== headSha) &&
                 run.status !== 'completed' &&
-                new Date(run.created_at) < new Date(current_run.created_at));
-            console.log(`with ${runningWorkflows.length} runs to cancel.`);
+                new Date(run.created_at) < cancelBefore);
+            if (all_but_latest && new Date(current_run.created_at) < cancelBefore) {
+                runningWorkflows.push(current_run);
+            }
+            console.log(`Found ${runningWorkflows.length} runs to cancel.`);
             for (const { id, head_sha, status, html_url } of runningWorkflows) {
                 console.log('Canceling run: ', { id, head_sha, status, html_url });
                 const res = await octokit.actions.cancelWorkflowRun({
diff --git a/src/index.ts b/src/index.ts
index fd06deba..578caaf1 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -47,34 +47,36 @@ async function main() {
     // The user did not provide workflow id so derive from current run
     workflow_ids.push(String(current_run.workflow_id));
   }
-
   console.log(`Found workflow_id: ${JSON.stringify(workflow_ids)}`);
-
   await Promise.all(workflow_ids.map(async (workflow_id) => {
     try {
-      const { data } = await octokit.actions.listWorkflowRuns({
+      const { data: { total_count, workflow_runs } } = await octokit.actions.listWorkflowRuns({
+        per_page: 100,
         owner,
         repo,
         // @ts-ignore
         workflow_id,
         branch,
       });
-      console.log(`Found ${data.total_count} runs total.`);
-
-      let cancel_before;
+      console.log(`Found ${total_count} runs total.`);
+      let cancelBefore = new Date(current_run.created_at);
       if (all_but_latest) {
-        cancel_before = new Date(data.workflow_runs.reduce((a, b) => Math.max(a.created_at, b.created_at)));
-      } else {
-        cancel_before = new Date(current_run.created_at);
+        const n = workflow_runs.map(run => new Date(run.created_at).getTime()).reduce((a, b) => Math.max(a, b), cancelBefore.getTime());
+        cancelBefore = new Date(n);
       }
-
-      const runningWorkflows = data.workflow_runs.filter(
-        run => run.head_branch === branch && (ignore_sha || run.head_sha !== headSha) && run.status !== 'completed' &&
-            run != current_run &&
-            new Date(run.created_at) < cancel_before
+      const runningWorkflows = workflow_runs.filter(run =>
+        run.id !== current_run.id &&
+        (ignore_sha || run.head_sha !== headSha) &&
+        run.status !== 'completed' &&
+        new Date(run.created_at) < cancelBefore
       );
+      if (all_but_latest && new Date(current_run.created_at) < cancelBefore) {
+        // Make sure we cancel this run itself if it's out-of-date.
+        // We must cancel this run last so we can cancel the others first.
+        runningWorkflows.push(current_run);
+      }
       console.log(`Found ${runningWorkflows.length} runs to cancel.`);
-      for (const {id, head_sha, status} of runningWorkflows) {
+      for (const {id, head_sha, status, html_url} of runningWorkflows) {
         console.log('Canceling run: ', {id, head_sha, status, html_url});
         const res = await octokit.actions.cancelWorkflowRun({
           owner,
@@ -83,17 +85,7 @@ async function main() {
         });
         console.log(`Cancel run ${id} responded with status ${res.status}`);
       }
-      // Make sure we cancel this run itself if it's out-of-date.
-      // We postponed canceling this run because otherwise we couldn't cancel the rest.
-      if (all_but_latest && new Date(current_run.created_at) < cancel_before) {
-        const id = current_run.id;
-        const res = await octokit.actions.cancelWorkflowRun({
-          owner,
-          repo,
-          run_id: id
-        });
-        console.log(`Cancel run ${id} responded with status ${res.status}`);
-      }
+      
     } catch (e) {
       const msg = e.message || e;
       console.log(`Error while canceling workflow_id ${workflow_id}: ${msg}`);