diff --git a/website/docs/usage/_benchmarks-models.md b/website/docs/usage/_benchmarks-models.md
index 1e755e39d..be49406bc 100644
--- a/website/docs/usage/_benchmarks-models.md
+++ b/website/docs/usage/_benchmarks-models.md
@@ -4,13 +4,13 @@ import { Help } from 'components/typography'; import Link from 'components/link'
 
 | Pipeline                                                   | Parser | Tagger |  NER |
 | ---------------------------------------------------------- | -----: | -----: | ---: |
-| [`en_core_web_trf`](/models/en#en_core_web_trf) (spaCy v3) |   95.5 |   98.3 | 89.4 |
-| [`en_core_web_lg`](/models/en#en_core_web_lg) (spaCy v3)   |   92.2 |   97.4 | 85.4 |
+| [`en_core_web_trf`](/models/en#en_core_web_trf) (spaCy v3) |   95.2 |   97.8 | 89.9 |
+| [`en_core_web_lg`](/models/en#en_core_web_lg) (spaCy v3)   |   91.9 |   97.4 | 85.5 |
 | `en_core_web_lg` (spaCy v2)                                |   91.9 |   97.2 | 85.5 |
 
 <figcaption class="caption">
 
-**Full pipeline accuracy and speed** on the
+**Full pipeline accuracy** on the
 [OntoNotes 5.0](https://catalog.ldc.upenn.edu/LDC2013T19) corpus (reported on
 the development set).
 
diff --git a/website/docs/usage/facts-figures.md b/website/docs/usage/facts-figures.md
index 269ac5e17..1fb932889 100644
--- a/website/docs/usage/facts-figures.md
+++ b/website/docs/usage/facts-figures.md
@@ -92,6 +92,30 @@ results. Project template:
 
 </figure>
 
+### Speed comparison {#benchmarks-speed}
+
+We compare the speed of different NLP libraries, measured in words per second
+(WPS) - higher is better. The evaluation was performed on 10,000 Reddit comments.
+
+<figure>
+
+| Library | Pipeline                                        | WPS CPU <Help>words per second on CPU, higher is better</Help> | WPS GPU <Help>words per second on GPU, higher is better</Help> |
+| ------- | ----------------------------------------------- | -------------------------------------------------------------: | -------------------------------------------------------------: |
+| spaCy   | [`en_core_web_lg`](/models/en#en_core_web_lg)   |                                                         10,014 |                                                         14,954 |
+| spaCy   | [`en_core_web_trf`](/models/en#en_core_web_trf) |                                                            684 |                                                          3,768 |
+| Stanza  | `en_ewt`                                        |                                                            878 |                                                          2,180 |
+| Flair   | `pos`(`-fast`) & `ner`(`-fast`)                 |                                                            323 |                                                          1,184 |
+| UDPipe  | `english-ewt-ud-2.5`                            |                                                          1,101 |                                                             NA |
+
+<figcaption class="caption">
+
+**End-to-end processing speed** on raw unannotated text. Project template:
+[`benchmarks/speed`](%%GITHUB_PROJECTS/benchmarks/speed).
+
+</figcaption>
+
+</figure>
+
 <!-- TODO: ## Citing spaCy {#citation}
 
 -->