diff --git a/internal/web/charts2.go b/internal/web/charts2.go
index 41e2bf38..3f918208 100644
--- a/internal/web/charts2.go
+++ b/internal/web/charts2.go
@@ -33,15 +33,6 @@ func HBarChart(rows []Row, colour, unit string) template.HTML {
 		return template.HTML(`<p class="empty">Nothing recorded yet.</p>`) //nolint:gosec // constant
 	}
 
-	const (
-		rowH   = 26.0 // the band
-		barH   = 14.0 // the mark, capped well under the band so the rest is air
-		labelW = 190.0
-		valueW = 96.0
-		width  = 720.0
-	)
-	height := float64(len(rows))*rowH + 8
-
 	maxV := 0.0
 	for _, r := range rows {
 		if r.Value > maxV {
@@ -51,41 +42,32 @@ func HBarChart(rows []Row, colour, unit string) template.HTML {
 	if maxV <= 0 {
 		maxV = 1
 	}
-	plotW := width - labelW - valueW
 
+	// HTML rather than an SVG of fixed width. The SVG gave the value 96 units
+	// and "34.2k tok  114 req" did not fit, so the one figure a reader came for
+	// was the one cut off. A grid lets the label and the value take the room
+	// they need and gives the bar whatever is left.
 	var b strings.Builder
-	fmt.Fprintf(&b, `<div class="ranked"><svg viewBox="0 0 %.0f %.0f" role="img" `+
-		`preserveAspectRatio="xMinYMin meet" aria-label="ranked bars">`, width, height)
-
-	for i, r := range rows {
-		y := float64(i)*rowH + 4
-		w := r.Value / maxV * plotW
-		if w < 2 && r.Value > 0 {
+	b.WriteString(`<div class="ranked" role="list">`)
+	for _, r := range rows {
+		pct := r.Value / maxV * 100
+		if pct < 0.5 && r.Value > 0 {
 			// A value that rounds to nothing still happened, and a bar of zero
 			// width reads as no data rather than as a small number.
-			w = 2
+			pct = 0.5
 		}
-
-		fmt.Fprintf(&b, `<text x="0" y="%.1f" font-size="12" fill="var(%s)">%s</text>`,
-			y+barH-2, cssVar("--fg"), escapeText(trimLabel(r.Label, 30)))
-
-		// Square at the baseline, rounded at the data end: the shape says which
-		// end is the measurement and which is the origin.
-		fmt.Fprintf(&b,
-			`<path d="M%.1f %.1f h%.1f a4 4 0 0 1 4 4 v%.1f a4 4 0 0 1 -4 4 h-%.1f z" fill="var(%s)">`+
-				`<title>%s: %s%s</title></path>`,
-			labelW, y, maxFloat(w-4, 0), barH-8, maxFloat(w-4, 0),
-			cssVar(colour),
-			escapeText(r.Label), escapeText(compact(r.Value)), escapeText(unitSuffix(unit)))
-
 		value := compact(r.Value) + unitSuffix(unit)
+		title := r.Label + ": " + value
 		if r.Note != "" {
-			value += "  " + r.Note
+			value += " · " + r.Note
 		}
-		fmt.Fprintf(&b, `<text x="%.1f" y="%.1f" font-size="12" fill="var(%s)">%s</text>`,
-			labelW+plotW+8, y+barH-2, cssVar("--muted"), escapeText(value))
+		fmt.Fprintf(&b, `<div class="rk" role="listitem" title="%s">`+
+			`<span class="rk-label">%s</span>`+
+			`<span class="rk-track"><i class="rk-bar" style="width:%.1f%%;background:var(%s)"></i></span>`+
+			`<span class="rk-value">%s</span></div>`,
+			escapeText(title), escapeText(r.Label), pct, cssVar(colour), escapeText(value))
 	}
-	b.WriteString(`</svg></div>`)
+	b.WriteString(`</div>`)
 	return template.HTML(b.String()) //nolint:gosec // every interpolation is escaped above
 }
 
diff --git a/internal/web/charts2_test.go b/internal/web/charts2_test.go
index fabb2212..00d51575 100644
--- a/internal/web/charts2_test.go
+++ b/internal/web/charts2_test.go
@@ -28,10 +28,13 @@ func TestASmallValueStillDrawsAMark(t *testing.T) {
 		{Label: "huge", Value: 1_000_000},
 		{Label: "tiny", Value: 1},
 	}, "--viz-1", ""))
-	// Two paths, one per row: the tiny one is still drawn.
-	if n := strings.Count(out, "<path"); n != 2 {
+	// Two bars, one per row, and the tiny one has a width.
+	if n := strings.Count(out, `class="rk-bar"`); n != 2 {
 		t.Errorf("drew %d marks for two rows", n)
 	}
+	if strings.Contains(out, "width:0.0%") {
+		t.Error("the tiny value was drawn with no width")
+	}
 }
 
 func TestAnEmptyChartSaysSoRatherThanRenderingNothing(t *testing.T) {
@@ -47,13 +50,8 @@ func TestChartTextUsesTextColoursNotTheSeriesColour(t *testing.T) {
 	// identity. Colouring the text too makes the palette do two jobs and reads
 	// badly for anyone the hue separation was chosen to protect.
 	out := string(HBarChart([]Row{{Label: "a", Value: 5}}, "--viz-2", "req"))
-	for _, frag := range []string{`fill="var(--fg)"`, `fill="var(--muted)"`} {
-		if !strings.Contains(out, frag) {
-			t.Errorf("expected text in a text colour, got:\n%s", out)
-		}
-	}
-	if strings.Contains(out, `<text`) && strings.Contains(out, `fill="var(--viz-2)"><text`) {
-		t.Error("text was painted with the series colour")
+	if strings.Count(out, "var(--viz-2)") != 1 || !strings.Contains(out, `class="rk-bar"`) {
+		t.Errorf("the series colour should be on the bar and nowhere else:\n%s", out)
 	}
 }
 
@@ -64,7 +62,7 @@ func TestEveryBarCarriesItsOwnHoverTitle(t *testing.T) {
 	out := string(HBarChart([]Row{
 		{Label: "a", Value: 1}, {Label: "b", Value: 2},
 	}, "--viz-1", "tokens"))
-	if n := strings.Count(out, "<title>"); n != 2 {
+	if n := strings.Count(out, `title="`); n != 2 {
 		t.Errorf("%d hover titles for two bars", n)
 	}
 }
@@ -72,17 +70,17 @@ func TestEveryBarCarriesItsOwnHoverTitle(t *testing.T) {
 func TestALongLabelIsTrimmedRatherThanOverflowing(t *testing.T) {
 	long := strings.Repeat("a", 80) + "@example.com"
 	out := string(HBarChart([]Row{{Label: long, Value: 1}}, "--viz-1", ""))
-	// Trimmed where it is drawn, in full where it is hovered: the plot keeps
-	// its geometry and the reader can still find out whose row it is.
-	drawn := out[strings.Index(out, "<text"):strings.Index(out, "</text>")]
-	if strings.Contains(drawn, long) {
-		t.Error("a very long label was drawn in full and would overrun the plot")
+	// Cut where it is drawn — the label cell ellipsises in CSS — and in full
+	// where it is hovered, so the reader can still find out whose row it is.
+	if !strings.Contains(out, `title="`+long+`: `) {
+		t.Error("the full label is not available on hover")
 	}
-	if !strings.Contains(out, long) {
-		t.Error("the full label is not available anywhere, not even on hover")
+	css, err := staticFiles.ReadFile("static/base.css")
+	if err != nil {
+		t.Fatal(err)
 	}
-	if !strings.Contains(out, "…") {
-		t.Error("the label was cut without saying it had been")
+	if !strings.Contains(string(css), ".ranked .rk-label { font-size: .82rem; overflow: hidden; text-overflow: ellipsis;") {
+		t.Error("the label cell no longer cuts a long label with an ellipsis")
 	}
 }
 
@@ -108,11 +106,12 @@ func TestTheChartScalesToItsContainer(t *testing.T) {
 	// The dashboard is read on laptops and phones. A fixed pixel width is how a
 	// table ends up scrolling sideways.
 	out := string(HBarChart([]Row{{Label: "a", Value: 1}}, "", ""))
-	if !strings.Contains(out, "viewBox") {
-		t.Error("no viewBox, so the chart cannot scale")
+	// Bars are a share of whatever width the grid gives them, never pixels.
+	if !strings.Contains(out, "width:100.0%") {
+		t.Errorf("the bar is not sized as a share of its track:\n%s", out)
 	}
-	if strings.Contains(out, `width="720"`) {
-		t.Error("a fixed pixel width was set on the chart")
+	if strings.Contains(out, "px") {
+		t.Error("a fixed pixel size was set on the chart")
 	}
 }
 
diff --git a/internal/web/dashboard.go b/internal/web/dashboard.go
index 110619cc..055899b9 100644
--- a/internal/web/dashboard.go
+++ b/internal/web/dashboard.go
@@ -14,6 +14,9 @@ import (
 
 // DashboardData is the whole page.
 type DashboardData struct {
+	// CPU is the fleet's capacity when it has no GPUs, which is shown instead
+	// of a GPU table that would only say there are none.
+	CPU cpuCapacity
 	// Menu is the shared top menu; Nav below is what the cluster page adds.
 	Menu     Nav
 	Nodes    []adminapi.NodeView
@@ -152,6 +155,7 @@ func Dashboard(src Source, usage UsageSource, version string, refresh time.Durat
 		}
 		if src != nil {
 			d.Nodes = src.Nodes()
+			d.CPU = cpuCapacityOf(d.Nodes)
 			d.Models = src.Models()
 			d.Replicas = src.Replicas("")
 			d.NodeCount = len(d.Nodes)
@@ -321,3 +325,24 @@ func unplaced(src Source, models []adminapi.ModelView) []adminapi.ExplainView {
 	}
 	return out
 }
+
+// cpuCapacity is what a fleet without GPUs has to offer.
+type cpuCapacity struct {
+	Nodes, Ready          int
+	MemoryGB              int
+	DiskFreeGB, DiskTotal int
+}
+
+func cpuCapacityOf(nodes []adminapi.NodeView) cpuCapacity {
+	var c cpuCapacity
+	for _, n := range nodes {
+		c.Nodes++
+		if n.State == "ready" {
+			c.Ready++
+		}
+		c.MemoryGB += n.MemoryGB
+		c.DiskFreeGB += n.DiskFreeGB
+		c.DiskTotal += n.DiskTotalGB
+	}
+	return c
+}
diff --git a/internal/web/static/base.css b/internal/web/static/base.css
index 0ea359ea..02f45ef7 100644
--- a/internal/web/static/base.css
+++ b/internal/web/static/base.css
@@ -37,7 +37,7 @@ th, td { text-align: left; padding: .5rem .7rem; border-bottom: 1px solid var(--
 th { font-weight: 600; color: var(--muted); font-size: .78rem; text-transform: uppercase;
      letter-spacing: .04em; }
 tr:last-child td { border-bottom: none; }
-td.num { text-align: right; font-variant-numeric: tabular-nums; }
+td.num, th.num { text-align: right; font-variant-numeric: tabular-nums; }
 code, pre { font-family: ui-monospace, SFMono-Regular, Menlo, monospace; font-size: .85em; }
 pre { background: var(--card); border: 1px solid var(--line); border-radius: 6px;
       padding: .9rem 1rem; overflow-x: auto; }
@@ -372,3 +372,27 @@ nav.menu a[aria-current="page"] { color: var(--fg); font-weight: 600;
 nav.menu .menu-gap { flex: 1 1 auto; min-width: .5rem; }
 nav.menu form.inline button.link { font-size: .9rem; text-decoration: none; color: var(--muted); }
 nav.menu form.inline button.link:hover { color: var(--fg); text-decoration: underline; }
+
+/* Ranked bars: label, bar, value, each taking the room it needs. */
+.ranked { display: grid; grid-template-columns: minmax(7rem, max-content) minmax(6rem, 1fr) max-content;
+          gap: .35rem .8rem; align-items: center; max-width: 100%; }
+.ranked .rk { display: contents; }
+.ranked .rk-label { font-size: .82rem; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;
+                    max-width: 18rem; }
+.ranked .rk-track { height: .7rem; }
+.ranked .rk-bar { display: block; height: 100%; border-radius: 0 4px 4px 0; min-width: 2px; }
+.ranked .rk-value { font-size: .8rem; color: var(--muted); font-variant-numeric: tabular-nums;
+                    white-space: nowrap; }
+
+/* A warning about the page as a whole, set apart from the notes around it. */
+.banner-warn { border: 1px solid var(--warn); border-left-width: 4px; border-radius: 6px;
+               background: var(--card); padding: .6rem .8rem; margin: 0 0 1rem;
+               font-size: .88rem; color: var(--fg); }
+
+/* Single-column forms read as a form, not as a row of the page. */
+form.narrow, .narrow-form form { max-width: 30rem; }
+
+/* CPU-only capacity: one line of figures in place of a GPU table. */
+.capacity-cpu { display: flex; flex-wrap: wrap; gap: .4rem 1.6rem; margin: .2rem 0 1rem; }
+.capacity-cpu b { font-size: 1.15rem; font-variant-numeric: tabular-nums; }
+.capacity-cpu span { color: var(--muted); font-size: .85rem; }
diff --git a/internal/web/templates/account.html b/internal/web/templates/account.html
index 3e057bcf..2c1df488 100644
--- a/internal/web/templates/account.html
+++ b/internal/web/templates/account.html
@@ -69,7 +69,7 @@ Tell whoever you asked for access that you have signed up.</p>
 {{end}}
 
 <h2>Create a key</h2>
-<form method="post" action="/profile/keys">
+<form method="post" action="/profile/keys" class="narrow">
   <input type="hidden" name="csrf" value="{{.CSRF}}">
   <label>What is it for?<input type="text" name="name" placeholder="laptop, ci, notebook" required></label>
   <button type="submit">Create</button>
@@ -100,7 +100,7 @@ old one to stop moving, then revoke it.</p>
 {{if .PasswordChanged}}<p>Your password was changed. Any other browser you were
 signed in on has been signed out.</p>{{end}}
 {{if .PasswordError}}<p class="error">{{.PasswordError}}</p>{{end}}
-<form method="post" action="/profile/password" autocomplete="on">
+<form method="post" action="/profile/password" autocomplete="on" class="narrow">
   <input type="hidden" name="csrf" value="{{.CSRF}}">
   <label>Current password<input type="password" name="current" required
     autocomplete="current-password"></label>
diff --git a/internal/web/templates/admin_quotas.html b/internal/web/templates/admin_quotas.html
index ac734267..481cf170 100644
--- a/internal/web/templates/admin_quotas.html
+++ b/internal/web/templates/admin_quotas.html
@@ -14,7 +14,7 @@
      prices every request costs nothing, so these numbers read as limits and
      bind on nothing. Self-hosted models having no per-token price is ordinary;
      showing somebody a budget without saying so is not. */}}
-<p class="note error-row">No model has a price, so nothing is charged and every
+<p class="banner-warn" role="note">No model has a price, so nothing is charged and every
 budget below stays at zero however much is used. Rate and token limits are
 unaffected — they count requests and tokens, not money. Set prices in the
 <code>pricing</code> block of the server configuration to make budgets bind.</p>
diff --git a/internal/web/templates/dashboard.html b/internal/web/templates/dashboard.html
index 17f924f2..e2b55af1 100644
--- a/internal/web/templates/dashboard.html
+++ b/internal/web/templates/dashboard.html
@@ -33,7 +33,15 @@
   <td class="num">{{if .Unhealthy}}<span class="bad">{{.Unhealthy}}</span>{{else}}—{{end}}</td>
   <td class="meter"><span style="width:{{pct .Used .Total}}%"></span><em>{{pct .Used .Total}}%</em></td>
 </tr>{{end}}</table>
-{{else}}<p class="empty">No GPUs have been reported.</p>{{end}}
+{{else if .CPU.Nodes}}
+{{/* No GPUs is not no capacity: a CPU fleet still has memory and disk,
+     which is what decides what it can hold. */}}
+<div class="capacity-cpu">
+  <div><b>{{.CPU.Ready}}/{{.CPU.Nodes}}</b> <span>nodes ready · CPU only</span></div>
+  <div><b>{{.CPU.MemoryGB}} GB</b> <span>memory</span></div>
+  {{if .CPU.DiskTotal}}<div><b>{{.CPU.DiskFreeGB}} of {{.CPU.DiskTotal}} GB</b> <span>free for weights</span></div>{{end}}
+</div>
+{{else}}<p class="empty">No nodes have registered.</p>{{end}}
 
 {{if .Summary.Fabrics}}
 <h2>Fabrics</h2>
@@ -84,7 +92,7 @@ for a model that needs this one.</p>
   <td class="num">{{.Requests}}</td>
   <td class="num">{{compact .Tokens}}</td>
   <td class="num">{{if .Errors}}<span class="bad">{{.Errors}}</span>{{else}}—{{end}}</td>
-  <td class="num">{{printf "%.0f" .AvgLatency}} ms</td>
+  <td class="num">{{latency .AvgLatency}}</td>
 </tr>{{end}}</table>
 <p class="note">Counted by the model that actually answered, which differs from the one
 requested whenever a fallback served it.</p>
@@ -97,7 +105,7 @@ requested whenever a fallback served it.</p>
   <td><code>{{.ID}}</code>{{if .MgmtAddr}} <span class="note">{{.MgmtAddr}}</span>{{end}}
     <a class="note" href="{{if $.OnAdminListener}}/nodes/{{.ID}}/logs{{else}}/admin/nodes/{{.ID}}/logs{{end}}">logs</a></td>
   <td class="state state-{{.State}}">{{.State}}</td>
-  <td class="num">{{.GPUFree}}/{{.GPUTotal}}</td>
+  <td class="num">{{if .GPUTotal}}{{.GPUFree}}/{{.GPUTotal}}{{else}}—{{end}}</td>
   <td class="num">{{if .MemoryGB}}{{.MemoryGB}}G{{else}}—{{end}}</td>
   {{/* Free out of total, because the first is meaningless without the
        second, and an em dash where nothing was reported: an agent that
@@ -115,7 +123,6 @@ requested whenever a fallback served it.</p>
 {{end}}</table>
 {{else}}<p class="empty">No agents have registered.</p>{{end}}
 
-<h2>Models</h2>
 {{with .Fleet}}
 <h2>What the cluster is doing <span class="opt">last {{.Window}}</span></h2>
 {{if .Err}}
@@ -138,6 +145,8 @@ requested whenever a fallback served it.</p>
 {{end}}
 {{end}}
 
+<h2>Models</h2>
+
 {{if .Models}}
 <table><tr><th>Model</th><th>Aliases</th><th class="num">Ready</th><th class="num">Wanted</th><th>Profiles</th><th>Fallbacks</th></tr>
 {{range .Models}}<tr>
diff --git a/internal/web/web.go b/internal/web/web.go
index d955bb3a..fb740232 100644
--- a/internal/web/web.go
+++ b/internal/web/web.go
@@ -44,6 +44,19 @@ var funcs = template.FuncMap{
 		}
 		return strings.Join(v, ", ")
 	},
+	// latency writes a mean latency the way a person reads one: 5 ms, 8.8 s,
+	// 1m 51s — not 110695 ms.
+	"latency": func(ms float64) string {
+		switch {
+		case ms < 1000:
+			return fmt.Sprintf("%.0f ms", ms)
+		case ms < 60_000:
+			return fmt.Sprintf("%.1f s", ms/1000)
+		default:
+			d := time.Duration(ms) * time.Millisecond
+			return fmt.Sprintf("%dm %02ds", int(d.Minutes()), int(d.Seconds())%60)
+		}
+	},
 	"duration": func(sec int64) string {
 		return time.Duration(sec * int64(time.Second)).Round(time.Second).String()
 	},