diff --git a/pages/managed-inference/reference-content/model-catalog.mdx b/pages/managed-inference/reference-content/model-catalog.mdx
index b17a625c86..c2da58a7e7 100644
--- a/pages/managed-inference/reference-content/model-catalog.mdx
+++ b/pages/managed-inference/reference-content/model-catalog.mdx
@@ -35,6 +35,8 @@ A quick overview of available models in Scaleway's catalog and their core attrib
 | [`mistral-small-24b-instruct-2501`](#mistral-small-24b-instruct-2501) | Mistral | 32k | Text | L40S (20k), H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`mistral-nemo-instruct-2407`](#mistral-nemo-instruct-2407) | Mistral | 128k | Text | L40S, H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`mixtral-8x7b-instruct-v0.1`](#mixtral-8x7b-instruct-v01) | Mistral | 32k | Text | H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
+| [`magistral-small-2506`](#magistral-small-2506) | Mistral | 32k | Text | L40S, H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
+| [`devstral-small-2505`](#devstral-small-2505) | Mistral | 128k | Text | H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`moshiko-0.1-8b`](#moshiko-01-8b) | Kyutai | 4k | Audio to Audio | L4, H100 | [CC-BY-4.0](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/cc-by-4.0.md) |
 | [`moshika-0.1-8b`](#moshika-01-8b) | Kyutai | 4k | Audio to Audio| L4, H100 | [CC-BY-4.0](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/cc-by-4.0.md) |
 | [`pixtral-12b-2409`](#pixtral-12b-2409) | Mistral | 128k | Text, Vision | L40S (50k), H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
@@ -61,6 +63,8 @@ A quick overview of available models in Scaleway's catalog and their core attrib
 | `mistral-small-24b-instruct-2501` | Yes | Yes | English, French, German, Dutch, Spanish, Italian, Polish, Portuguese, Chinese, Japanese, Korean |
 | `mistral-nemo-instruct-2407` | Yes | Yes | English, French, German, Spanish, Italian, Portuguese, Russian, Chinese, Japanese |
 | `mixtral-8x7b-instruct-v0.1` | Yes | No | English, French, German, Italian, Spanish |
+| `magistral-small-2506` | Yes | Yes | English, French, German, Spanish, Portuguese, Italian, Japanese, Korean, Russian, Chinese, Arabic, Persian, Indonesian, Malay, Nepali, Polish, Romanian, Serbian, Swedish, Turkish, Ukrainian, Vietnamese, Hindi, Bengali |
+| `devstral-small-2505` | Yes | Yes | English, French, German, Spanish, Portuguese, Italian, Japanese, Korean, Russian, Chinese, Arabic, Persian, Indonesian, Malay, Nepali, Polish, Romanian, Serbian, Swedish, Turkish, Ukrainian, Vietnamese, Hindi, Bengali |
 | `moshiko-0.1-8b` | No | No | English |
 | `moshika-0.1-8b` | No | No | English |
 | `pixtral-12b-2409` | Yes | Yes | English |
@@ -252,6 +256,26 @@ It was trained on a large proportion of multilingual and code data.
 mistral/mistral-nemo-instruct-2407:fp8
 ```
 
+### Magistral-small-2506
+Magistral Small is a reasoning model, optimized to perform well on reasoning tasks such as academic or scientific questions.
+It is well suited for complex tasks requiring multiple reasoning steps.
+
+#### Model name
+```
+mistral/magistral-small-2506:fp8
+mistral/magistral-small-2506:bf16
+```
+
+### Devstral-small-2505
+Devstral Small is a fine-tune of Mistral Small 3.1, optimized to perform software engineering tasks.
+It is a good fit to be used as coding agent, for instance in an IDE.
+
+#### Model name
+```
+mistral/devstral-small-2505:fp8
+mistral/devstral-small-2505:bf16
+```
+
 ### Moshiko-0.1-8b
 Kyutai's Moshi is a speech-text foundation model for real-time dialogue.
 Moshi is an experimental next-generation conversational model, designed to understand and respond fluidly and naturally to complex conversations, while providing unprecedented expressiveness and spontaneity.