add speed comparison to docs
@@ -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.
+The evaluation was run 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}
-->
