🌍 Geographic Latency Analysis

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🌍 Geographic Analysis: 5 regions tested | 🎯 Most consistent provider: Together AI
Full JSON Response (for developers & agents)
{
  "service": "InferenceLatency.com",
  "endpoint": "/geographic-latency",
  "timestamp": "2026-03-01T22:50:30.581582Z",
  "regional_analysis": {
    "North America (US East)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 268,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 898,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 1126,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 1494,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 1710,
          "network_hops": 8,
          "cdn_edge": true
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1099,
      "region_penalty_factor": 1.0
    },
    "Europe (Frankfurt)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 324,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 1075,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 1369,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 1831,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 2042,
          "network_hops": 8,
          "cdn_edge": true
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1328,
      "region_penalty_factor": 1.2
    },
    "Asia Pacific (Singapore)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 382,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 1264,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 1563,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2138,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 2367,
          "network_hops": 9,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1542,
      "region_penalty_factor": 1.4
    },
    "South America (S\u00e3o Paulo)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 439,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 1409,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 1842,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2364,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 2809,
          "network_hops": 9,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1772,
      "region_penalty_factor": 1.6
    },
    "Africa (Cape Town)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 495,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 1599,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 2088,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2728,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 3087,
          "network_hops": 10,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1999,
      "region_penalty_factor": 1.8
    }
  },
  "global_recommendations": {
    "most_consistent_provider": "Together AI",
    "regional_winner_frequency": {
      "Together AI": 5
    },
    "optimization_strategy": "single-provider",
    "cdn_optimization": "recommended"
  },
  "testing_methodology": {
    "regions_tested": 5,
    "providers_analyzed": 5,
    "simulation_model": "network_distance_based",
    "accuracy_note": "Simulated data based on typical geographic latency patterns"
  }
}