gemma-4-31b vs gpt-5.2-chat-latest-20260210 Benchmark Comparison

Direct benchmark comparison between gemma-4-31b and gpt-5.2-chat-latest-20260210 based on LMArena Elo and the latest 2026 API pricing.

Direct Technical & Pricing Comparison

Frontier Model	LMArena Elo	API Cost (1M)	Throughput
gemma-4-31b	1451	$1.3e-7	54
gpt-5.2-chat-latest-20260210	1477	$0.00000175	19.5

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

Comparison Summary: These models are highly competitive, with a negligible Elo gap of only 26 points. The choice between them should be driven by specific API features or provider preference. Notably, both models are on the Pareto Frontier, representing a true trade-off between higher intelligence and lower cost.