Amazon vs Allenai

Battle of the providers: Comparing the frontier models from both Amazon and Allenai to find the best cost-to-performance leaders.

Cross-Provider Frontier Leaders

Frontier Model	LMArena Elo	API Cost (1M)	Throughput
nova-2-lite	1338	$3e-7	115
olmo-3.1-32b-instruct	1331	$2e-7	25
olmo-3-32b-think	1306	$1.5e-7	N/A
amazon-nova-lite-v1.0	1260	$6e-8	12
olmo-2-0325-32b-instruct	1251	$5e-8	2
amazon-nova-micro-v1.0	1240	$3.5e-8	96

*These models represent the Pareto Frontier (optimal cost-to-performance).*