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 coding agents

Benchmarked for tool-driven editing loops, structured patches, long-context handling and latency.

Provider ranking for Coding

DEV DATA
#ProviderΔ30d
01NebiusBEST OVERALLEU RESIDENTNL · Serverless · 3 models · 1 region98.9%97.9%98.9%2889273.1s150$0.13$0.40↑ 1.6
02FireworksMOST RELIABLEUS · Serverless · 3 models · 1 region99.0%99.1%99.3%3127522.5s197$0.22$0.88↑ 0.8
03GroqUS · Serverless · 2 models · 1 region98.3%97.8%98.3%1565280.6s882$0.22$0.45↑ 0.0
04CerebrasFASTESTUS · Serverless · 2 models · 1 region98.4%98.4%97.9%1294180.3s2468$0.46$0.93↑ 0.2
05OpenRouterUS · Routed · 3 models · 2 regions98.0%99.0%98.6%38410512.9s169$0.22$0.88↑ 0.5
06TogetherUS · Serverless · 3 models · 1 region98.0%96.9%98.0%40114103.5s138$0.24$0.72↑ 0.1
07DeepInfraUS · Serverless · 3 models · 1 region97.2%96.0%97.9%51215115.1s93$0.08$0.36↓ 1.2
08ScalewayEU RESIDENTEU OWNEDFR · Serverless · 2 models · 1 region97.8%96.8%97.4%31010823.9s113$0.15$0.56↑ 0.7
13 of 13 providers ranked · Methodology →