Production Model Fleet

Zero-dependency Win32 PE binaries built for desktop integration

Justified J1B
$29 / mo
  • 1.5B Parameter Base
  • <0.5 GB VRAM Peak
  • 18.41 tok/sec Throughput
  • Single PE Binary (<1.1 GB)
Justified J3B
$49 / mo
  • 3.0B Parameter Base
  • ~1.2 GB VRAM Peak
  • 11.26 tok/sec Throughput
  • Single PE Binary (2.2 GB)
Justified J8B
$99 / mo
  • 7.0B Parameter Base
  • ~2.5 GB VRAM Peak
  • 4.48 tok/sec Throughput
  • Single PE Binary (4.5 GB)
Justified J14B
$199 / mo
  • 14.0B Parameter Base
  • ≤4.0 GB VRAM (Sublimated)
  • 1.68 tok/sec Throughput
  • Single PE Binary (8.8 GB)

5-Minute C# Drop-In Wrapper

Spawn the bare-metal binary, write single-line NDJSON to stdin, and receive 100% schema-compliant output from stdout.

// Process Spawn & Standard Pipe Integration var startInfo = new ProcessStartInfo { FileName = "justified_j14b.exe", Arguments = "--pipe --license YOUR_LICENSE_KEY_HERE", RedirectStandardInput = true, RedirectStandardOutput = true, UseShellExecute = false, CreateNoWindow = true }; using var process = Process.Start(startInfo); await process.StandardInput.WriteLineAsync("{\"action\":\"transform\",\"payload\":\"...\"}"); string result = await process.StandardOutput.ReadLineAsync();