diff --git a/CHANGELOG.md b/CHANGELOG.md
index de6a99ba..c5a80f0d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,27 @@
+## [2.2.0-beta.3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.2.0-beta.2...v2.2.0-beta.3) (2026-06-01)
+
+
+### Bug Fixes
+
+* **nodes:** update outdated ChatOllama import path to langchain_ollama ([#1076](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1076)) ([e6054cb](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/e6054cbf19a7fe940899ea70b30706f676f86fa7))
+
+
+### Docs
+
+* 📚 Standardize and fix links across translated READMEs ([#1074](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1074)) ([458d36a](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/458d36a6b83f4a412206cdbe9935a059e9d47f57))
+
+
+### CI
+
+* **release:** 2.1.2 [skip ci] ([210c992](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/210c99280048863774fa27053412185a5c18150d)), closes [#1076](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1076) [#1074](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1074)
+
+## [2.2.0-beta.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.2.0-beta.1...v2.2.0-beta.2) (2026-06-01)
+
+
+### Features
+
+* upgrade MiniMax default model to M3 ([#1080](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1080)) ([1b16c26](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/1b16c268f4e9044c1386ccfaf67b38692b487e5a))
+
 ## [2.1.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.1.1...v2.1.2) (2026-06-01)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index a220f638..21215ea9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "scrapegraphai"
 
-version = "2.1.2"
+version = "2.2.0b3"
 
 description = "A web scraping library based on LangChain which uses LLM and direct graph logic to create scraping pipelines."
 authors = [
diff --git a/scrapegraphai/helpers/models_tokens.py b/scrapegraphai/helpers/models_tokens.py
index d0df1bfd..17f85583 100644
--- a/scrapegraphai/helpers/models_tokens.py
+++ b/scrapegraphai/helpers/models_tokens.py
@@ -408,12 +408,8 @@
         "grok-beta": 128000,
     },
     "minimax": {
+        "MiniMax-M3": 524288,
         "MiniMax-M2.7": 204000,
         "MiniMax-M2.7-highspeed": 204000,
-        "MiniMax-M1": 1000000,
-        "MiniMax-M1-40k": 40000,
-        "MiniMax-M2": 204000,
-        "MiniMax-M2.5": 204000,
-        "MiniMax-M2.5-highspeed": 204000,
     },
 }
diff --git a/tests/test_minimax_models.py b/tests/test_minimax_models.py
index f029326f..ec41d5e9 100644
--- a/tests/test_minimax_models.py
+++ b/tests/test_minimax_models.py
@@ -25,31 +25,38 @@ def models_tokens():
     return module.models_tokens
 
 
-def test_minimax_m27_in_model_list(models_tokens):
-    """MiniMax-M2.7 and MiniMax-M2.7-highspeed should be in the model list."""
+def test_minimax_m3_in_model_list(models_tokens):
+    """MiniMax-M3 should be in the model list."""
     minimax_models = models_tokens["minimax"]
-    assert "MiniMax-M2.7" in minimax_models
-    assert "MiniMax-M2.7-highspeed" in minimax_models
+    assert "MiniMax-M3" in minimax_models
 
 
-def test_minimax_m27_listed_first(models_tokens):
-    """MiniMax-M2.7 should be the first model in the minimax dict."""
+def test_minimax_m3_listed_first(models_tokens):
+    """MiniMax-M3 should be the first (default) model in the minimax dict."""
     minimax_models = list(models_tokens["minimax"].keys())
-    assert minimax_models[0] == "MiniMax-M2.7"
-    assert minimax_models[1] == "MiniMax-M2.7-highspeed"
+    assert minimax_models[0] == "MiniMax-M3"
+
+
+def test_minimax_m27_still_available(models_tokens):
+    """MiniMax-M2.7 and its highspeed variant should remain as legacy options."""
+    minimax_models = models_tokens["minimax"]
+    assert "MiniMax-M2.7" in minimax_models
+    assert "MiniMax-M2.7-highspeed" in minimax_models
 
 
-def test_minimax_old_models_still_present(models_tokens):
-    """All previous MiniMax models should still be available."""
+def test_minimax_deprecated_models_removed(models_tokens):
+    """Older deprecated MiniMax models should be removed from the list."""
     minimax_models = models_tokens["minimax"]
-    assert "MiniMax-M2.5" in minimax_models
-    assert "MiniMax-M2.5-highspeed" in minimax_models
-    assert "MiniMax-M2" in minimax_models
-    assert "MiniMax-M1" in minimax_models
+    assert "MiniMax-M2.5" not in minimax_models
+    assert "MiniMax-M2.5-highspeed" not in minimax_models
+    assert "MiniMax-M2" not in minimax_models
+    assert "MiniMax-M1" not in minimax_models
+    assert "MiniMax-M1-40k" not in minimax_models
 
 
-def test_minimax_m27_token_limits(models_tokens):
-    """MiniMax-M2.7 models should have correct token limits."""
+def test_minimax_token_limits(models_tokens):
+    """MiniMax model token limits should match upstream documentation."""
     minimax_models = models_tokens["minimax"]
+    assert minimax_models["MiniMax-M3"] == 524288
     assert minimax_models["MiniMax-M2.7"] == 204000
     assert minimax_models["MiniMax-M2.7-highspeed"] == 204000