BENCHMARKFirst benchmarks recorded: MiniMax M3 → Cortecs → ?3hBENCHMARKFirst benchmarks recorded: Kimi K3 → Cortecs → ?3hBENCHMARKFirst benchmarks recorded: DeepSeek V4 Pro → Cortecs → ?3hBENCHMARKFirst benchmarks recorded: GLM-4.7 → Cortecs → ?4hBENCHMARKFirst benchmarks recorded: GLM-5.2 → Cortecs → ?4h

Best inference providers for batch inference

Benchmarked for throughput, cost per token, batch API support and sustained reliability.

Provider ranking for Batch

DEV DATA
#ProviderΔ30d
01CerebrasBEST OVERALLUS · Serverless · 2 models · 1 region98.7%98.3%98.5%1293870.3s2468$0.46$0.93↑ 0.2
02GroqUS · Serverless · 2 models · 1 region98.5%98.2%98.4%1564140.6s882$0.22$0.45↓ 0.5
03NebiusBEST EUROPEANEU RESIDENTNL · Serverless · 3 models · 1 region98.9%97.9%99.2%28810613.1s150$0.13$0.40↑ 1.6
04DeepInfraUS · Serverless · 3 models · 1 region97.0%96.0%98.2%51213375.1s93$0.08$0.36↓ 1.2
05FireworksMOST RELIABLEUS · Serverless · 3 models · 1 region99.1%98.9%99.7%3129182.5s197$0.22$0.88↑ 1.0
06TogetherUS · Serverless · 3 models · 1 region97.8%97.1%98.0%40114523.5s138$0.24$0.72↓ 0.2
07NextbitBEST VALUEEU RESIDENTES · Serverless · 2 models · 1 region97.6%96.5%97.0%29710244.4s99$0.11$0.34↑ 2.1
08SiliconFlowCN · Serverless · 2 models · 1 region96.6%94.8%97.8%64020175.5s84$0.13$0.35↑ 0.8
13 of 13 providers ranked · Methodology →