Complete AI inference analysis across all providers and metrics
{
"report_metadata": {
"generated_at": "2026-06-06T11:33:33.794256Z",
"report_type": "comprehensive_performance_analysis",
"platform": "InferenceLatency.com",
"version": "1.0"
},
"latency_data": {
"service": "InferenceLatency.com",
"providers": [
{
"name": "Google Gemini",
"model": "gemini-2.5-flash",
"latency_ms": 4539,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 1
},
{
"name": "Groq",
"model": "llama-3.3-70b-versatile",
"latency_ms": 569,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Cerebras",
"model": "llama3.1-8b",
"latency_ms": null,
"error": "All recent attempts failed",
"success_rate": 0.0,
"measurements_count": 2
},
{
"name": "Fireworks AI",
"model": "accounts/fireworks/models/deepseek-v3p2",
"latency_ms": null,
"error": "All recent attempts failed",
"success_rate": 0.0,
"measurements_count": 2
},
{
"name": "Perplexity",
"model": "sonar",
"latency_ms": null,
"error": "All recent attempts failed",
"success_rate": 0.0,
"measurements_count": 2
},
{
"name": "SambaNova",
"model": "Meta-Llama-3.1-8B-Instruct",
"latency_ms": null,
"error": "All recent attempts failed",
"success_rate": 0.0,
"measurements_count": 2
},
{
"name": "OpenRouter",
"model": "mistralai/mistral-small-3.2-24b-instruct",
"latency_ms": 1055,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Cohere",
"model": "command-a-03-2025",
"latency_ms": 524,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Mistral AI",
"model": "mistral-small-latest",
"latency_ms": 818,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Together AI",
"model": "meta-llama/Llama-3.3-70B-Instruct-Turbo",
"latency_ms": 1119,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Nvidia NIM",
"model": "meta/llama-3.1-8b-instruct",
"latency_ms": 763,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "OpenAI",
"model": "gpt-4o",
"latency_ms": 1196,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "DeepSeek",
"model": "deepseek-chat",
"latency_ms": 1346,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Hyperbolic",
"model": "meta-llama/Llama-3.3-70B-Instruct",
"latency_ms": 1162,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Anthropic",
"model": "claude-sonnet-4-5-20250929",
"latency_ms": 1829,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "xAI (Grok)",
"model": "grok-3-mini-fast",
"latency_ms": 3088,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
}
],
"ranked": [
{
"name": "Cohere",
"model": "command-a-03-2025",
"latency_ms": 524,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Groq",
"model": "llama-3.3-70b-versatile",
"latency_ms": 569,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Nvidia NIM",
"model": "meta/llama-3.1-8b-instruct",
"latency_ms": 763,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Mistral AI",
"model": "mistral-small-latest",
"latency_ms": 818,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "OpenRouter",
"model": "mistralai/mistral-small-3.2-24b-instruct",
"latency_ms": 1055,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Together AI",
"model": "meta-llama/Llama-3.3-70B-Instruct-Turbo",
"latency_ms": 1119,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Hyperbolic",
"model": "meta-llama/Llama-3.3-70B-Instruct",
"latency_ms": 1162,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "OpenAI",
"model": "gpt-4o",
"latency_ms": 1196,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "DeepSeek",
"model": "deepseek-chat",
"latency_ms": 1346,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Anthropic",
"model": "claude-sonnet-4-5-20250929",
"latency_ms": 1829,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "xAI (Grok)",
"model": "grok-3-mini-fast",
"latency_ms": 3088,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 2
},
{
"name": "Google Gemini",
"model": "gemini-2.5-flash",
"latency_ms": 4539,
"tokens_generated": 1,
"success_rate": 100.0,
"measurements_count": 1
}
],
"fastest": "Cohere",
"total_tested": 16,
"successful_tests": 12,
"failed_tests": 4,
"performance_summary": {
"fastest_ms": 524,
"slowest_ms": 4539,
"average_ms": 1501
},
"ai_agent_guidance": {
"recommended_provider": "Cohere",
"use_case": "Choose 'fastest' provider for lowest latency API calls",
"fallback_order": [
"Cohere",
"Groq",
"Nvidia NIM",
"Mistral AI",
"OpenRouter",
"Together AI",
"Hyperbolic",
"OpenAI",
"DeepSeek",
"Anthropic",
"xAI (Grok)",
"Google Gemini"
],
"reliability_score": "12/16 providers responding"
},
"human_readable_summary": "🏆 Fastest: Cohere (524ms - Moderate) | 📊 Range: 524-4539ms | 📈 Average: 1501ms | ✅ 12/16 providers responding",
"timestamp": "2026-06-06T11:33:33.793859Z"
},
"summary": {
"total_providers_tested": 16,
"fastest_provider": "Cohere",
"average_latency_ms": 1501,
"most_cost_effective": "Together AI",
"most_environmentally_friendly": "Google Gemini",
"highest_reliability": "OpenAI"
}
}