diff --git a/assets/benchmarks-1106.svg b/assets/benchmarks-1106.svg
index dc3519cdb..8c20864a1 100644
--- a/assets/benchmarks-1106.svg
+++ b/assets/benchmarks-1106.svg
@@ -6,7 +6,7 @@
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     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2023-11-07T06:36:57.392139</dc:date>
+    <dc:date>2023-11-07T07:21:57.718957</dc:date>
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+       <use xlink:href="#mf098c48a56" x="47.81" y="196.530625" style="stroke: #000000; stroke-width: 0.8"/>
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+     <use xlink:href="#Helvetica-73" x="694.921875"/>
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-     <use xlink:href="#Helvetica-6f" x="311.181641"/>
-     <use xlink:href="#Helvetica-72" x="366.796875"/>
-     <use xlink:href="#Helvetica-20" x="400.097656"/>
-     <use xlink:href="#Helvetica-6f" x="427.880859"/>
-     <use xlink:href="#Helvetica-75" x="483.496094"/>
-     <use xlink:href="#Helvetica-74" x="539.111328"/>
-     <use xlink:href="#Helvetica-70" x="566.894531"/>
-     <use xlink:href="#Helvetica-75" x="622.509766"/>
-     <use xlink:href="#Helvetica-74" x="678.125"/>
+    <!-- error output -->
+    <g transform="translate(252.189118 65.280469) scale(0.1 -0.1)">
+     <use xlink:href="#Helvetica-65"/>
+     <use xlink:href="#Helvetica-72" x="55.615234"/>
+     <use xlink:href="#Helvetica-72" x="88.916016"/>
+     <use xlink:href="#Helvetica-6f" x="122.216797"/>
+     <use xlink:href="#Helvetica-72" x="177.832031"/>
+     <use xlink:href="#Helvetica-20" x="211.132812"/>
+     <use xlink:href="#Helvetica-6f" x="238.916016"/>
+     <use xlink:href="#Helvetica-75" x="294.53125"/>
+     <use xlink:href="#Helvetica-74" x="350.146484"/>
+     <use xlink:href="#Helvetica-70" x="377.929688"/>
+     <use xlink:href="#Helvetica-75" x="433.544922"/>
+     <use xlink:href="#Helvetica-74" x="489.160156"/>
     </g>
    </g>
    <g id="text_22">
@@ -1868,7 +1868,7 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="p285ff87a4a">
+  <clipPath id="pccd18e2cbe">
    <rect x="47.81" y="25.693125" width="356.36201" height="213.546875"/>
   </clipPath>
  </defs>
diff --git a/benchmark/benchmark.py b/benchmark/benchmark.py
index 478b1034a..0b04eb014 100755
--- a/benchmark/benchmark.py
+++ b/benchmark/benchmark.py
@@ -189,14 +189,14 @@ def show_stats(dirnames):
     top = 95
     ax.annotate(
         "First attempt,\nbased on\nnatural language\ninstructions",
-        xy=(2.25, 40),
+        xy=(2.20, 41),
         xytext=(2, top),
         horizontalalignment="center",
         verticalalignment="top",
         arrowprops={"arrowstyle": "->", "connectionstyle": "arc3,rad=0.3"},
     )
     ax.annotate(
-        "Second attempt,\nincluding unit\ntest error output",
+        "Second attempt,\nincluding unit test\nerror output",
         xy=(2.55, 56),
         xytext=(3.5, top),
         horizontalalignment="center",
diff --git a/docs/benchmarks-1106.md b/docs/benchmarks-1106.md
index 59f343b3d..366b4c973 100644
--- a/docs/benchmarks-1106.md
+++ b/docs/benchmarks-1106.md
@@ -48,7 +48,7 @@ The benchmark gives aider two tries to complete the task:
 OpenAI is enforcing very low
 rate limits on the new GPT-4 model. The limits are so low, that
 I have only been able to attempt
-83
+85
 out of 133 exercism problems.
 The problems are selected in random order, so results should be *roughly*
 indicative of the full benchmark.