diff --git a/providers/agnes/models/agnes-2.5-pro-alpha.toml b/providers/agnes/models/agnes-2.5-pro-beta.toml
similarity index 81%
rename from providers/agnes/models/agnes-2.5-pro-alpha.toml
rename to providers/agnes/models/agnes-2.5-pro-beta.toml
index c8b0dbd0abe..e43959f030c 100644
--- a/providers/agnes/models/agnes-2.5-pro-alpha.toml
+++ b/providers/agnes/models/agnes-2.5-pro-beta.toml
@@ -1,18 +1,18 @@
-name = "Agnes 2.5 Pro Alpha"
+name = "Agnes 2.5 Pro Beta"
 description = "Paid reasoning model for advanced coding, scientific reasoning, long-context analysis, agentic workflows, and multimodal understanding."
 release_date = "2026-07-24"
 last_updated = "2026-07-24"
 attachment = true
 reasoning = true
 tool_call = true
-structured_output = true
+structured_output = false
 temperature = true
-open_weights = true
+open_weights = false
 
 [cost]
-input = 0.45
-output = 0.90
-cache_read = 0.0038
+input = 0.10
+output = 0.30
+cache_read = 0.01
 
 [limit]
 context = 1_000_000
diff --git a/providers/agnes/models/agnes-2.0-flash.toml b/providers/agnes/models/agnes-3.0-flash.toml
similarity index 64%
rename from providers/agnes/models/agnes-2.0-flash.toml
rename to providers/agnes/models/agnes-3.0-flash.toml
index c22d25ee038..41f1118387a 100644
--- a/providers/agnes/models/agnes-2.0-flash.toml
+++ b/providers/agnes/models/agnes-3.0-flash.toml
@@ -1,12 +1,12 @@
-name = "Agnes 2.0 Flash"
-description = "Fast and efficient model for agent workflows, tool calling, coding, and image understanding."
+name = "Agnes 3.0 Flash"
+description = "New-generation text model with stronger agentic coding, tool orchestration, instruction adherence, and trustworthy delivery."
+release_date = "2026-09"
+last_updated = "2026-09"
 attachment = true
 reasoning = true
 tool_call = true
 structured_output = true
 temperature = true
-release_date = "2026-05-25"
-last_updated = "2026-05-25"
 open_weights = false
 
 [cost]