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diff --git a/results.csv b/results.csv
index 14f788d0744d3db4b18e28ffe4cfc98e3b305deb..caee82085b65841954d6834d1d7d323521ac38b6 100644
--- a/results.csv
+++ b/results.csv
@@ -2,14 +2,19 @@ Model,Model Type,Model Output Type,Vendor,Input cost per million token,Output co
 claude-3-7-sonnet-20250219,Private,Reasoning,Anthropic,3,15,0.953,0.96,0.95,0.92,0.96,1,0.95,0.97,1,0.96,0.94,0.97,0.96,0.99,0.82,0.92,0.975
 gemini-2.0-flash-001,Private,Normal,Google,0.15,0.6,0.938,0.95,0.93,0.91,0.94,0.9,0.96,0.92,0.95,0.89,0.91,0.98,0.93,0.97,0.98,0.93,0.965
 gemini-2.0-flash-lite-001,Private,Normal,Google,0.075,0.3,0.933,0.96,0.91,0.81,0.98,0.98,0.9,0.91,0.92,0.98,0.86,0.99,0.87,0.97,0.96,0.95,0.975
+mistral-small-2503,Open source,Normal,Mistral,0.1,0.3,0.912,0.93,0.89,0.85,0.93,0.86,0.91,0.9,1,0.83,0.81,0.99,0.87,0.99,0.95,0.9,0.975
 gpt-4o-2024-11-20,Private,Normal,OpenAI,2.5,10,0.900,0.92,0.88,0.85,0.9,0.92,0.95,0.88,0.99,0.63,0.83,0.98,0.89,0.98,0.98,0.86,0.965
 gpt-4.5-preview-2025-02-27,Private,Normal,OpenAI,75,150,0.900,0.93,0.87,0.85,0.91,0.92,0.97,0.92,0.99,0.67,0.85,0.98,0.85,1,0.98,0.8,0.915
 gemini-1.5-flash,Private,Normal,Google,0.075,0.3,0.895,0.88,0.91,0.9,0.9,0.89,0.87,0.91,0.83,0.71,0.87,0.98,0.89,0.94,0.93,0.92,0.99
+palmyra-x-004,Private,Normal,Writer,5,12,0.886,0.92,0.85,0.91,0.78,0.89,0.94,0.84,0.97,0.69,0.86,1,0.76,1,0.98,0.84,0.95
 gemini-1.5-pro,Private,Normal,Google,1.25,5,0.885,0.87,0.91,0.89,0.93,0.75,0.97,0.9,0.87,0.57,0.91,0.94,0.92,0.99,0.97,0.86,0.925
 o1-2024-12-17,Private,Reasoning,OpenAI,15,60,0.876,0.83,0.92,0.89,0.92,0.98,0.71,0.91,0.99,0.73,0.88,0.98,0.96,1,0.43,0.94,0.95
+amazon.nova-pro-v1,Private,Normal,Amazon,0.8,3.2,0.868,0.94,0.79,0.77,0.81,0.94,0.97,0.73,0.93,0.93,0.78,0.92,0.81,0.94,0.97,0.75,0.9
+amazon.nova-lite-v1,Private,Normal,Amazon,0.06,0.24,0.868,0.91,0.83,0.83,0.87,0.83,0.9,0.9,0.93,0.91,0.75,0.94,0.74,0.88,0.96,0.78,0.925
 o3-mini-2025-01-31,Private,Reasoning,OpenAI,1.1,4.4,0.847,0.80,0.90,0.87,0.91,0.84,0.72,0.93,0.98,0.63,0.85,0.97,0.84,1,0.43,0.91,0.975
 mistral-small-2501,Open source,Normal,Mistral,0.1,0.3,0.832,0.88,0.78,0.83,0.78,0.92,0.97,0.76,0.99,0.62,0.8,0.82,0.77,0.95,0.92,0.74,0.775
 gpt-4o-mini,Private,Normal,OpenAI,0.15,0.6,0.832,0.85,0.82,0.82,0.85,0.51,0.98,0.83,1,0.54,0.83,0.94,0.83,0.96,0.99,0.73,0.835
+amazon.nova-micro-v1,Private,Normal,Amazon,0.035,0.14,0.829,0.90,0.75,0.77,0.79,0.8,0.97,0.69,0.87,0.89,0.74,0.93,0.68,0.91,0.96,0.7,0.91
 qwen2.5-72b-instruct,Open source,Normal,Alibaba,0.9,0.9,0.817,0.80,0.84,0.84,0.87,0.92,0.63,0.86,0.99,0.66,0.79,0.99,0.77,0.97,0.42,0.78,0.95
 mistral-large-2411,Private,Normal,Mistral,2,6,0.810,0.87,0.75,0.77,0.76,0.83,0.93,0.75,0.97,0.65,0.77,0.87,0.78,0.9,0.94,0.7,0.725
 claude-3-5-sonnet-20241022,Private,Normal,Anthropic,3,15,0.801,0.83,0.77,0.68,0.81,0.68,0.78,0.85,0.91,0.92,0.67,0.9,0.75,0.74,0.88,0.69,0.955
@@ -19,4 +24,4 @@ mistral-small-2409,Private,Normal,Mistral,0.2,0.6,0.750,0.82,0.68,0.7,0.77,0.72,
 ministral-8b-2410,Private,Normal,Mistral,0.1,0.1,0.689,0.73,0.65,0.75,0.59,0.73,0.98,0.66,0.98,0.34,0.78,0.24,0.81,0.9,0.95,0.53,0.41
 Meta-Llama-3.1-8B-Instruct-Turbo,Open source,Normal,Meta,0.2,0.2,0.678,0.71,0.64,0.77,0.49,0.44,0.96,0.66,0.98,0.25,0.73,0.48,0.76,0.93,0.96,0.51,0.575
 open-mistral-nemo-2407,Open source,Normal,Mistral,0.15,0.15,0.661,0.68,0.64,0.7,0.64,0.51,0.98,0.68,0.99,0.26,0.78,0.21,0.75,0.9,0.94,0.51,0.41
-Dataset Avg,,,,,,,0.84,0.81,0.82,0.81,0.79,0.89,0.82,0.96,0.64,0.82,0.84,0.83,0.93,0.86,0.76,0.82
\ No newline at end of file
+Dataset Avg,,,,,,,0.86,0.81,0.82,0.81,0.81,0.90,0.82,0.95,0.68,0.81,0.86,0.82,0.93,0.88,0.76,0.85
\ No newline at end of file