🌍 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": "2025-10-26T06:25:09.104507Z",
  "regional_analysis": {
    "North America (US East)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 184,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Google Gemini",
          "model": "Gemini-2.0-Flash",
          "latency_ms": 281,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Fireworks AI",
          "model": "Llama3.1-8B",
          "latency_ms": 369,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 446,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 615,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 1740,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 2237,
          "network_hops": 8,
          "cdn_edge": true
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 838,
      "region_penalty_factor": 1.0
    },
    "Europe (Frankfurt)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 221,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Google Gemini",
          "model": "Gemini-2.0-Flash",
          "latency_ms": 346,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Fireworks AI",
          "model": "Llama3.1-8B",
          "latency_ms": 445,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 519,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 742,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2125,
          "network_hops": 8,
          "cdn_edge": true
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 2678,
          "network_hops": 8,
          "cdn_edge": true
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1010,
      "region_penalty_factor": 1.2
    },
    "Asia Pacific (Singapore)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 249,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Google Gemini",
          "model": "Gemini-2.0-Flash",
          "latency_ms": 404,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Fireworks AI",
          "model": "Llama3.1-8B",
          "latency_ms": 507,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 630,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 862,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2510,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 3165,
          "network_hops": 9,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1189,
      "region_penalty_factor": 1.4
    },
    "South America (S\u00e3o Paulo)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 299,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Google Gemini",
          "model": "Gemini-2.0-Flash",
          "latency_ms": 463,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Fireworks AI",
          "model": "Llama3.1-8B",
          "latency_ms": 574,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 717,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 974,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 2770,
          "network_hops": 9,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 3563,
          "network_hops": 9,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1337,
      "region_penalty_factor": 1.6
    },
    "Africa (Cape Town)": {
      "providers": [
        {
          "provider": "Together AI",
          "model": "Llama3.1-8B-Turbo",
          "latency_ms": 316,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Google Gemini",
          "model": "Gemini-2.0-Flash",
          "latency_ms": 501,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Fireworks AI",
          "model": "Llama3.1-8B",
          "latency_ms": 660,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "OpenAI",
          "model": "GPT-4o",
          "latency_ms": 773,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "OpenRouter",
          "model": "Mistral",
          "latency_ms": 1121,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Claude",
          "model": "Claude Sonnet 4",
          "latency_ms": 3193,
          "network_hops": 10,
          "cdn_edge": false
        },
        {
          "provider": "Groq",
          "model": "llama-3.1-8b-instant",
          "latency_ms": 4063,
          "network_hops": 10,
          "cdn_edge": false
        }
      ],
      "fastest_provider": "Together AI",
      "avg_latency_ms": 1518,
      "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": 7,
    "simulation_model": "network_distance_based",
    "accuracy_note": "Simulated data based on typical geographic latency patterns"
  }
}