I benchmarked six AI Gateways, including ours
Six gateways, 43 regions, 16,344 measurements. Edgee has the lowest overhead on GPT-5.4 (24ms over a direct API call) and delivers the first token first in two out of three head-to-heads.
Edgee Blog Category: Performance
Stop Paying Codex to Re-Read Context
We benchmarked Codex alone against Codex routed through Edgee's compression gateway on the same repo, with the same model, under the same workflow. The result: Codex + Edgee used 49.5% fewer input tokens, improved cache hit rate from 76.1% to 85.4%, and reduced total session cost by 35.6%. This post breaks down why context compression makes Codex more efficient, more frugal, and materially cheaper to run without sacrificing useful output.
We Made Claude Pro Last 26.5% Longer
We ran a head-to-head endurance test: raw Claude Code vs Claude Code with Edgee's token compressor. Same plan, same tasks. One went 26.5% further.
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