diff --git a/src/cmdstan-guide/command_line_options.qmd b/src/cmdstan-guide/command_line_options.qmd
index d1de79924..fd3116f02 100644
--- a/src/cmdstan-guide/command_line_options.qmd
+++ b/src/cmdstan-guide/command_line_options.qmd
@@ -14,7 +14,9 @@ The `method` argument is required.  It can be specified overtly as the
 a keyword-value pair `method=<inference>` or implicitly as one of the following:
     + `sample` - obtain a sample (set of draws) from the posterior using HMC
     + `optimize` - penalized maximum likelihood estimation
-    + `variational` - automatic variational inference
+    + `pathfinder` - quasi-Newton variational inference
+    + `variational` - automatic differentation variational inference (ADVI)
+    + `laplace` - sample from a normal approximation centered at the mode
     + `generate_quantities` - run model's `generated quantities` block on existing sample
 to obtain new quantities of interest.
     + `log_prob` - compute the log probability and gradient of the model for one