diff --git a/crates/re_space_view_text_log/Cargo.toml b/crates/re_space_view_text_log/Cargo.toml
index 040f317fbd18..11f7623e747c 100644
--- a/crates/re_space_view_text_log/Cargo.toml
+++ b/crates/re_space_view_text_log/Cargo.toml
@@ -22,6 +22,7 @@ re_entity_db.workspace = true
 re_log_types.workspace = true
 re_log.workspace = true
 re_query_cache.workspace = true
+re_query_cache2.workspace = true
 re_renderer.workspace = true
 re_tracing.workspace = true
 re_types.workspace = true
diff --git a/crates/re_space_view_text_log/src/visualizer_system.rs b/crates/re_space_view_text_log/src/visualizer_system.rs
index 76a46b084151..ddfb1b91bcff 100644
--- a/crates/re_space_view_text_log/src/visualizer_system.rs
+++ b/crates/re_space_view_text_log/src/visualizer_system.rs
@@ -1,9 +1,11 @@
-use re_data_store::TimeRange;
+use re_data_store::{RangeQuery, TimeRange};
 use re_entity_db::EntityPath;
 use re_log_types::{RowId, TimeInt};
+use re_query_cache2::{clamped_zip_1x2, range_zip_1x2, CachedRangeData, PromiseResult};
 use re_types::{
     archetypes::TextLog,
     components::{Color, Text, TextLogLevel},
+    Component, Loggable as _,
 };
 use re_viewer_context::{
     IdentifiedViewSystem, SpaceViewSystemExecutionError, ViewContextCollection, ViewQuery,
@@ -46,41 +48,71 @@ impl VisualizerSystem for TextLogSystem {
     fn execute(
         &mut self,
         ctx: &ViewerContext<'_>,
-        query: &ViewQuery<'_>,
+        view_query: &ViewQuery<'_>,
         _view_ctx: &ViewContextCollection,
     ) -> Result<Vec<re_renderer::QueueableDrawData>, SpaceViewSystemExecutionError> {
-        let query_caches = ctx.recording().query_caches();
         let store = ctx.recording_store();
+        let query_caches2 = ctx.recording().query_caches2();
+        let resolver = ctx.recording().resolver();
 
-        for data_result in query.iter_visible_data_results(ctx, Self::identifier()) {
-            re_tracing::profile_scope!("primary", &data_result.entity_path.to_string());
+        // We want everything, for all times:
+        let query = re_data_store::RangeQuery::new(view_query.timeline, TimeRange::EVERYTHING);
 
-            // We want everything, for all times:
-            let timeline_query =
-                re_data_store::RangeQuery::new(query.timeline, TimeRange::EVERYTHING);
+        for data_result in view_query.iter_visible_data_results(ctx, Self::identifier()) {
+            re_tracing::profile_scope!("primary", &data_result.entity_path.to_string());
 
-            // TODO(cmc): use raw API.
-            query_caches.query_archetype_pov1_comp2::<TextLog, Text, TextLogLevel, Color, _>(
+            let results = query_caches2.range(
                 store,
-                &timeline_query.clone().into(),
+                &query,
                 &data_result.entity_path,
-                |((time, row_id), _, bodies, levels, colors)| {
-                    for (body, level, color) in itertools::izip!(
-                        bodies.iter(),
-                        re_query_cache::iter_or_repeat_opt(levels, bodies.len()),
-                        re_query_cache::iter_or_repeat_opt(colors, bodies.len()),
-                    ) {
-                        self.entries.push(Entry {
-                            row_id,
-                            entity_path: data_result.entity_path.clone(),
-                            time,
-                            color: *color,
-                            body: body.clone(),
-                            level: level.clone(),
-                        });
-                    }
-                },
-            )?;
+                [Text::name(), TextLogLevel::name(), Color::name()],
+            );
+
+            let all_bodies = {
+                let Some(all_bodies) = results.get(Text::name()) else {
+                    continue;
+                };
+                all_bodies.to_dense::<Text>(resolver)
+            };
+            check_range(&query, &all_bodies)?;
+
+            let all_levels = results
+                .get_or_empty(TextLogLevel::name())
+                .to_dense::<TextLogLevel>(resolver);
+            check_range(&query, &all_levels)?;
+
+            let all_colors = results
+                .get_or_empty(Color::name())
+                .to_dense::<Color>(resolver);
+            check_range(&query, &all_colors)?;
+
+            let all_frames = range_zip_1x2(
+                all_bodies.range_indexed(query.range()),
+                all_levels.range_indexed(query.range()),
+                all_colors.range_indexed(query.range()),
+            );
+
+            for (&(data_time, row_id), bodies, levels, colors) in all_frames {
+                let levels = levels.unwrap_or(&[]).iter().cloned().map(Some);
+                let colors = colors.unwrap_or(&[]).iter().copied().map(Some);
+
+                let level_default_fn = || None;
+                let color_default_fn = || None;
+
+                let results =
+                    clamped_zip_1x2(bodies, levels, level_default_fn, colors, color_default_fn);
+
+                for (body, level, color) in results {
+                    self.entries.push(Entry {
+                        row_id,
+                        entity_path: data_result.entity_path.clone(),
+                        time: data_time,
+                        color,
+                        body: body.clone(),
+                        level,
+                    });
+                }
+            }
         }
 
         {
@@ -96,3 +128,24 @@ impl VisualizerSystem for TextLogSystem {
         self
     }
 }
+
+// TODO(#5607): what should happen if the promise is still pending?
+#[inline]
+fn check_range<'a, C: Component>(
+    query: &RangeQuery,
+    results: &'a CachedRangeData<'a, C>,
+) -> re_query_cache2::Result<()> {
+    let (front_status, back_status) = results.status(query.range());
+    match front_status {
+        PromiseResult::Pending => return Ok(()),
+        PromiseResult::Error(err) => return Err(re_query_cache2::QueryError::Other(err.into())),
+        PromiseResult::Ready(_) => {}
+    }
+    match back_status {
+        PromiseResult::Pending => return Ok(()),
+        PromiseResult::Error(err) => return Err(re_query_cache2::QueryError::Other(err.into())),
+        PromiseResult::Ready(_) => {}
+    }
+
+    Ok(())
+}