diff --git a/integration_tests/tests/test_long_strings.py b/integration_tests/tests/test_long_strings.py
new file mode 100644
index 000000000..6094ac292
--- /dev/null
+++ b/integration_tests/tests/test_long_strings.py
@@ -0,0 +1,46 @@
+from dbt_project import DbtProject
+
+SAFE_QUERY_SIZE = 10000
+
+
+def generate_query(query_size: int) -> str:
+    query_start = "SELECT '"
+    query_end = "' as col"
+    query_mid = "A" * (query_size - len(query_start) - len(query_end))
+    return query_start + query_mid + query_end
+
+
+def read_run_result(dbt_project, test_id):
+    return dbt_project.read_table(
+        "dbt_run_results",
+        where=f"unique_id = 'model.elementary_tests.{test_id}'",
+    )[0]
+
+
+def test_query_size_exceed(test_id: str, dbt_project: DbtProject):
+    dbt_project.dbt_runner.vars["disable_run_results"] = False
+    max_query_size = int(
+        dbt_project.dbt_runner.run_operation(
+            "elementary.get_config_var", macro_args={"var_name": "query_max_size"}
+        )[0]
+    )
+
+    query = generate_query(max_query_size)
+    with dbt_project.create_temp_model_for_existing_table(
+        test_id, raw_code=query
+    ) as model_path:
+        dbt_project.dbt_runner.run(select=str(model_path))
+        result = read_run_result(dbt_project, test_id)
+        # Expect truncation.
+        assert len(result["compiled_code"]) < max_query_size
+
+
+def test_query_size_safe(test_id: str, dbt_project: DbtProject):
+    dbt_project.dbt_runner.vars["disable_run_results"] = False
+    query = generate_query(SAFE_QUERY_SIZE)
+    with dbt_project.create_temp_model_for_existing_table(
+        test_id, raw_code=query
+    ) as model_path:
+        dbt_project.dbt_runner.run(select=str(model_path))
+        result = read_run_result(dbt_project, test_id)
+        assert len(result["compiled_code"]) == SAFE_QUERY_SIZE
diff --git a/macros/edr/dbt_artifacts/upload_artifacts_to_table.sql b/macros/edr/dbt_artifacts/upload_artifacts_to_table.sql
index e1d5423bb..e172377d8 100644
--- a/macros/edr/dbt_artifacts/upload_artifacts_to_table.sql
+++ b/macros/edr/dbt_artifacts/upload_artifacts_to_table.sql
@@ -1,4 +1,4 @@
-{% macro upload_artifacts_to_table(table_relation, artifacts, flatten_artifact_callback, append=False, should_commit=False, metadata_hashes=None) %}
+{% macro upload_artifacts_to_table(table_relation, artifacts, flatten_artifact_callback, append=False, should_commit=False, metadata_hashes=None, on_query_exceed=none) %}
     {% set flatten_artifact_dicts = [] %}
     {% do elementary.file_log("[{}] Flattening the artifacts.".format(table_relation.identifier)) %}
     {% for artifact in artifacts %}
@@ -11,7 +11,7 @@
 
     {% if append %}
         {# In append mode, just insert, and no need to be atomic #}
-        {% do elementary.insert_rows(table_relation, flatten_artifact_dicts, should_commit, elementary.get_config_var('dbt_artifacts_chunk_size')) %}
+        {% do elementary.insert_rows(table_relation, flatten_artifact_dicts, should_commit, elementary.get_config_var('dbt_artifacts_chunk_size'), on_query_exceed) %}
     {% else %}
         {% if metadata_hashes is not none and elementary.get_config_var("cache_artifacts") %}
             {% do elementary.file_log("[{}] Comparing the artifacts state.".format(table_relation.identifier)) %}
diff --git a/macros/edr/dbt_artifacts/upload_run_results.sql b/macros/edr/dbt_artifacts/upload_run_results.sql
index 43b7a5b29..5e3594d59 100644
--- a/macros/edr/dbt_artifacts/upload_run_results.sql
+++ b/macros/edr/dbt_artifacts/upload_run_results.sql
@@ -2,7 +2,7 @@
     {% set relation = elementary.get_elementary_relation('dbt_run_results') %}
     {% if execute and relation %}
         {{ elementary.file_log("Uploading run results.") }}
-        {% do elementary.upload_artifacts_to_table(relation, results, elementary.flatten_run_result, append=True, should_commit=True) %}
+        {% do elementary.upload_artifacts_to_table(relation, results, elementary.flatten_run_result, append=True, should_commit=True, on_query_exceed=elementary.on_run_result_query_exceed) %}
         {{ elementary.file_log("Uploaded run results successfully.") }}
     {% endif %}
     {{ return ('') }}
@@ -56,13 +56,13 @@
         'compile_started_at': none,
         'compile_completed_at': none,
         'full_refresh': flags.FULL_REFRESH,
-        'compiled_code': elementary.get_compiled_model_code_text(node),
+        'compiled_code': elementary.get_compiled_code(node, as_column_value=true),
         'failures': run_result_dict.get('failures'),
         'query_id': run_result_dict.get('adapter_response', {}).get('query_id'),
         'thread_id': run_result_dict.get('thread_id'),
         'materialization': config_dict.get('materialized'),
         'adapter_response': run_result_dict.get('adapter_response', {})
-    }%}
+    } %}
 
     {% set timings = elementary.safe_get_with_default(run_result_dict, 'timing', []) %}
     {% if timings %}
@@ -77,4 +77,8 @@
         {% endfor %}
     {% endif %}
     {{ return(flatten_run_result_dict) }}
-{% endmacro %}
\ No newline at end of file
+{% endmacro %}
+
+{% macro on_run_result_query_exceed(flattened_node) %}
+    {% do flattened_node.update({"compiled_code": elementary.get_compiled_code_too_long_err_msg()}) %}
+{% endmacro %}
diff --git a/macros/edr/system/system_utils/get_compiled_model_code_text.sql b/macros/edr/system/system_utils/get_compiled_model_code_text.sql
deleted file mode 100644
index 7625cea56..000000000
--- a/macros/edr/system/system_utils/get_compiled_model_code_text.sql
+++ /dev/null
@@ -1,22 +0,0 @@
-{% macro get_compiled_model_code_text(node) %}
-    {% set should_collect_model_sql = elementary.get_config_var('collect_model_sql') %}
-    {% if not should_collect_model_sql %}
-        {{ return(none) }}
-    {% endif %}
-
-    {% set model_sql_max_size = elementary.get_config_var('model_sql_max_size') %}
-    {% set long_string_size = elementary.get_config_var('long_string_size') %}
-    {% set model_sql_size_limit = [model_sql_max_size, long_string_size] | min %}
-    {% set model_code = elementary.get_compiled_code(node) %}
-
-    {# Seeds do not have compiled code. #}
-    {% if not model_code %}
-        {{ return(none) }}
-    {% endif %}
-
-    {% if model_sql_size_limit < model_code | length %}
-        {{ return('Model code is too long - over ' ~ model_sql_size_limit ~ ' bytes') }}
-    {% else %}
-        {{ return(model_code) }}
-    {% endif %}
-{% endmacro %}
diff --git a/macros/edr/system/system_utils/get_config_var.sql b/macros/edr/system/system_utils/get_config_var.sql
index 5b872f199..c07ae75bb 100644
--- a/macros/edr/system/system_utils/get_config_var.sql
+++ b/macros/edr/system/system_utils/get_config_var.sql
@@ -42,8 +42,7 @@
     'edr_monitors': elementary.get_default_monitors(),
     'long_string_size': 65535,
     'collect_model_sql': true,
-    'model_sql_max_size': 10240,
-    'query_max_size': 500000,
+    'query_max_size': 1000000,
     'insert_rows_method': 'max_query_size',
     'upload_artifacts_method': 'diff',
     'project_name': none,
diff --git a/macros/utils/data_types/data_size.sql b/macros/utils/data_types/data_size.sql
index 0cf807a63..03585e5d0 100644
--- a/macros/utils/data_types/data_size.sql
+++ b/macros/utils/data_types/data_size.sql
@@ -19,5 +19,5 @@
 {% endmacro %}
 
 {% macro redshift__get_column_size() %}
-  {{ return(elementary.default__get_column_size()) }}
+  {{ return(65535) }}
 {% endmacro %}
diff --git a/macros/utils/graph/get_compiled_code.sql b/macros/utils/graph/get_compiled_code.sql
index 5998a2465..97a05fe78 100644
--- a/macros/utils/graph/get_compiled_code.sql
+++ b/macros/utils/graph/get_compiled_code.sql
@@ -1,5 +1,12 @@
-{% macro get_compiled_code(node) %}
-    {% do return(adapter.dispatch("get_compiled_code", "elementary")(node)) %}
+{% macro get_compiled_code(node, as_column_value=false) %}
+    {% set compiled_code = adapter.dispatch("get_compiled_code", "elementary")(node) %}
+    
+    {% set max_column_size = elementary.get_column_size() %}
+    {% if as_column_value and max_column_size and compiled_code | length > max_column_size %}
+        {% do return(elementary.get_compiled_code_too_long_err_msg()) %}
+    {% endif %}
+    
+    {% do return(compiled_code) %}
 {% endmacro %}
 
 {% macro default__get_compiled_code(node) %}
@@ -7,10 +14,14 @@
 {% endmacro %}
 
 {% macro redshift__get_compiled_code(node) %}
-    {% set compilde_code = node.get('compiled_code') or node.get('compiled_sql') %}
-    {% if not compilde_code %}
+    {% set compiled_code = node.get('compiled_code') or node.get('compiled_sql') %}
+    {% if not compiled_code %}
         {% do return(none) %}
     {% else %}
-        {% do return(compilde_code.replace("%", "%%")) %}
+        {% do return(compiled_code.replace("%", "%%")) %}
     {% endif %}
 {% endmacro %}
+
+{% macro get_compiled_code_too_long_err_msg() %}
+    {% do return("Compiled code is too long.") %}
+{% endmacro %}
diff --git a/macros/utils/table_operations/insert_rows.sql b/macros/utils/table_operations/insert_rows.sql
index a9c8939a1..c8ee20ee2 100644
--- a/macros/utils/table_operations/insert_rows.sql
+++ b/macros/utils/table_operations/insert_rows.sql
@@ -1,4 +1,4 @@
-{% macro insert_rows(table_relation, rows, should_commit=false, chunk_size=5000) %}
+{% macro insert_rows(table_relation, rows, should_commit=false, chunk_size=5000, on_query_exceed=none) %}
     {% if not rows %}
       {{ return(none) }}
     {% endif %}
@@ -18,7 +18,7 @@
     {{ elementary.file_log('Inserting {} rows to table {}'.format(rows | length, table_relation)) }}
     {% set insert_rows_method = elementary.get_config_var('insert_rows_method') %}
     {% if insert_rows_method == 'max_query_size' %}
-      {% set insert_rows_queries = elementary.get_insert_rows_queries(table_relation, columns, rows) %}
+      {% set insert_rows_queries = elementary.get_insert_rows_queries(table_relation, columns, rows, on_query_exceed=on_query_exceed) %}
       {% set queries_len = insert_rows_queries | length %}
       {% for insert_query in insert_rows_queries %}
         {% do elementary.file_log("[{}/{}] Running insert query.".format(loop.index, queries_len)) %}
@@ -39,39 +39,45 @@
     {% endif %}
 {% endmacro %}
 
-{% macro get_insert_rows_queries(table_relation, columns, rows, query_max_size=elementary.get_config_var('query_max_size')) -%}
+{% macro get_insert_rows_queries(table_relation, columns, rows, query_max_size=none, on_query_exceed=none) -%}
+    {% if not query_max_size %}
+      {% set query_max_size = elementary.get_config_var('query_max_size') %}
+    {% endif %}
+
     {% set insert_queries = [] %}
-    {% set insert_query %}
+    {% set base_insert_query %}
        insert into {{ table_relation }}
          ({%- for column in columns -%}
            {{- column.name -}} {{- "," if not loop.last else "" -}}
          {%- endfor -%}) values
     {% endset %}
 
-    {% set current_query = namespace(data=insert_query) %}
+    {% set current_query = namespace(data=base_insert_query) %}
     {% for row in rows %}
-      {% set rendered_column_values = [] %}
-      {% for column in columns %}
-        {% if column.name.lower() == "created_at" %}
-          {% set column_value = elementary.edr_current_timestamp() %}
-          {% do rendered_column_values.append(column_value) %}
-        {% else %}
-          {% set column_value = elementary.insensitive_get_dict_value(row, column.name) %}
-          {% do rendered_column_values.append(elementary.render_value(column_value)) %}
-        {% endif %}
-      {% endfor %}
-      {% set row_sql = "({})".format(rendered_column_values | join(",")) %}
+      {% set row_sql = elementary.render_row_to_sql(row, columns) %}
       {% set query_with_row = current_query.data + ("," if not loop.first else "") + row_sql %}
 
       {% if query_with_row | length > query_max_size %}
-        {% set new_insert_query = insert_query + row_sql %}
+        {% set new_insert_query = base_insert_query + row_sql %}
+
         {# Check if row is too large to fit into an insert query. #}
         {% if new_insert_query | length > query_max_size %}
-          {% do elementary.file_log("Oversized row for insert_rows: {}".format(query_with_row)) %}
-          {% do exceptions.raise_compiler_error("Row to be inserted exceeds var('query_max_size'). Consider increasing its value.") %}
+          {% if on_query_exceed %}
+            {% do on_query_exceed(row) %}
+            {% set row_sql = elementary.render_row_to_sql(row, columns) %}
+            {% set new_insert_query = base_insert_query + row_sql %}
+          {% endif %}
+
+          {% if new_insert_query | length > query_max_size %}
+            {% do elementary.file_log("Oversized row for insert_rows: {}".format(query_with_row)) %}
+            {% do exceptions.raise_compiler_error("Row to be inserted exceeds var('query_max_size'). Consider increasing its value.") %}
+          {% endif %}
+
+          {% if current_query.data != base_insert_query %}
+            {% do insert_queries.append(current_query.data) %}
+          {% endif %}
+          {% set current_query.data = new_insert_query %}
         {% endif %}
-        {% do insert_queries.append(current_query.data) %}
-        {% set current_query.data = new_insert_query %}
       {% else %}
         {% set current_query.data = query_with_row %}
       {% endif %}
@@ -83,6 +89,21 @@
     {{ return(insert_queries) }}
 {%- endmacro %}
 
+{% macro render_row_to_sql(row, columns) %}
+  {% set rendered_column_values = [] %}
+  {% for column in columns %}
+    {% if column.name.lower() == "created_at" %}
+      {% set column_value = elementary.edr_current_timestamp() %}
+      {% do rendered_column_values.append(column_value) %}
+    {% else %}
+      {% set column_value = elementary.insensitive_get_dict_value(row, column.name) %}
+      {% do rendered_column_values.append(elementary.render_value(column_value)) %}
+    {% endif %}
+  {% endfor %}
+  {% set row_sql = "({})".format(rendered_column_values | join(",")) %}
+  {% do return(row_sql) %}
+{% endmacro %}
+
 {% macro get_chunk_insert_query(table_relation, columns, rows) -%}
     {% set insert_rows_query %}
         insert into {{ table_relation }}