From 98aaa5c8da013d48bc548a476927925a74187b35 Mon Sep 17 00:00:00 2001
From: aiapienthusiast <327629069+aiapienthusiast@users.noreply.github.com>
Date: Thu, 24 Sep 2026 20:09:09 +0400
Subject: [PATCH 1/4] Add cheaperinference model configurations

---
 scrapegraphai/helpers/models_tokens.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/scrapegraphai/helpers/models_tokens.py b/scrapegraphai/helpers/models_tokens.py
index e64b1225b..5a81ecaa7 100644
--- a/scrapegraphai/helpers/models_tokens.py
+++ b/scrapegraphai/helpers/models_tokens.py
@@ -348,6 +348,10 @@
         "deepseek-ai/deepseek-v4-pro": 1048576,
         "qwen/qwen3.5-flash": 1000000,
     },
+    "cheaperinference": {
+        "gpt-5.4-mini": 400000,
+        "gpt-5.4": 1000000,
+    },
     "deepseek": {
         "deepseek-chat": 128000,
         "deepseek-coder": 128000,

From e1ddc319d2c91b4f91ec703576f221cab446b0db Mon Sep 17 00:00:00 2001
From: aiapienthusiast <327629069+aiapienthusiast@users.noreply.github.com>
Date: Thu, 24 Sep 2026 20:09:21 +0400
Subject: [PATCH 2/4] Add CheaperInference to module exports

---
 scrapegraphai/models/__init__.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/scrapegraphai/models/__init__.py b/scrapegraphai/models/__init__.py
index 1cbf0e06d..db01cd2e4 100644
--- a/scrapegraphai/models/__init__.py
+++ b/scrapegraphai/models/__init__.py
@@ -3,6 +3,7 @@
 """
 
 from .atlascloud import AtlasCloud
+from .cheaperinference import CheaperInference
 from .clod import CLoD
 from .deepseek import DeepSeek
 from .minimax import MiniMax
@@ -12,4 +13,4 @@
 from .openai_tts import OpenAITextToSpeech
 from .xai import XAI
 
-__all__ = ["AtlasCloud", "DeepSeek", "MiniMax", "OneApi", "OpenAIImageToText", "OpenAITextToSpeech", "CLoD", "XAI", "Nvidia"]
+__all__ = ["AtlasCloud", "CheaperInference", "DeepSeek", "MiniMax", "OneApi", "OpenAIImageToText", "OpenAITextToSpeech", "CLoD", "XAI", "Nvidia"]

From b6dd13e57aa3aea57cc6bb5dc66de41e231b28af Mon Sep 17 00:00:00 2001
From: aiapienthusiast <327629069+aiapienthusiast@users.noreply.github.com>
Date: Thu, 24 Sep 2026 20:10:59 +0400
Subject: [PATCH 3/4] feat(models): add Cheaper Inference OpenAI-compatible
 model wrapper

---
 scrapegraphai/models/cheaperinference.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)
 create mode 100644 scrapegraphai/models/cheaperinference.py

diff --git a/scrapegraphai/models/cheaperinference.py b/scrapegraphai/models/cheaperinference.py
new file mode 100644
index 000000000..423d2cfec
--- /dev/null
+++ b/scrapegraphai/models/cheaperinference.py
@@ -0,0 +1,22 @@
+"""
+Cheaper Inference Module
+"""
+
+from langchain_openai import ChatOpenAI
+
+
+class CheaperInference(ChatOpenAI):
+    """
+    A wrapper for ChatOpenAI configured for Cheaper Inference's OpenAI-compatible
+    LLM API. Each model costs 15–60% less than the list price of its lab.
+
+    Args:
+        llm_config (dict): Configuration parameters for the language model.
+    """
+
+    def __init__(self, **llm_config):
+        if "api_key" in llm_config:
+            llm_config["openai_api_key"] = llm_config.pop("api_key")
+        llm_config["openai_api_base"] = "https://api.cheaperinference.com/v1"
+
+        super().__init__(**llm_config)

From 2dcc16e65fa8914cab2cc5ffa0129e0dabc92861 Mon Sep 17 00:00:00 2001
From: aiapienthusiast <327629069+aiapienthusiast@users.noreply.github.com>
Date: Thu, 24 Sep 2026 20:12:13 +0400
Subject: [PATCH 4/4] feat(models): add Cheaper Inference OpenAI-compatible
 model wrapper

---
 tests/test_cheaperinference_model.py | 50 ++++++++++++++++++++++++++++
 1 file changed, 50 insertions(+)
 create mode 100644 tests/test_cheaperinference_model.py

diff --git a/tests/test_cheaperinference_model.py b/tests/test_cheaperinference_model.py
new file mode 100644
index 000000000..ba9413ec8
--- /dev/null
+++ b/tests/test_cheaperinference_model.py
@@ -0,0 +1,50 @@
+"""Tests for Cheaper Inference model configuration."""
+
+import importlib.util
+import os
+
+
+def test_cheaperinference_model_sets_openai_compatible_base_url():
+    """CheaperInference should map api_key and set its base URL."""
+    spec = importlib.util.spec_from_file_location(
+        "cheaperinference",
+        os.path.join(
+            os.path.dirname(__file__),
+            "..",
+            "scrapegraphai",
+            "models",
+            "cheaperinference.py",
+        ),
+    )
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+
+    model = module.CheaperInference(
+        api_key="test-key",
+        model="gpt-5.4-mini",
+    )
+
+    assert (
+        str(model.openai_api_base).rstrip("/") == "https://api.cheaperinference.com/v1"
+    )
+    assert model.openai_api_key.get_secret_value() == "test-key"
+
+
+def test_cheaperinference_models_in_token_list():
+    """Cheaper Inference defaults should be listed with current context lengths."""
+    spec = importlib.util.spec_from_file_location(
+        "models_tokens",
+        os.path.join(
+            os.path.dirname(__file__),
+            "..",
+            "scrapegraphai",
+            "helpers",
+            "models_tokens.py",
+        ),
+    )
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+
+    cheaperinference_models = module.models_tokens["cheaperinference"]
+    assert cheaperinference_models["gpt-5.4-mini"] == 400000
+    assert cheaperinference_models["gpt-5.4"] == 1000000