77
/100
prowl
Benchmarked Apr 06, 2026

Mistral AI

Open-weight LLM API

ai platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 8/10
Documentation 8/10
Token Efficiency 8/10
Parseability 8/10
Error Clarity 7/10
First-Try Success 7/10
Auth Simplicity 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://mistral.ai",
  "auth_method": "api_key",
  "auth_config": {
    "api_key_location": "header",
    "header_name": "Authorization",
    "format": "Bearer {api_key}",
    "signup_url": "https://console.mistral.ai"
  },
  "endpoints": [
    {
      "path": "/v1/chat/completions",
      "method": "POST",
      "description": "Chat completions API",
      "subdomain": "api.mistral.ai"
    },
    {
      "path": "/v1/embeddings",
      "method": "POST", 
      "description": "Text embeddings API",
      "subdomain": "api.mistral.ai"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "tiers": ["Free", "Pro", "Team", "Enterprise"],
      "free_tier": "Limited API credits and basic model access",
      "paid_features": "Higher rate limits, advanced models, enterprise features",
      "enterprise_sla": "99.5-99.9% uptime guarantees"
    }
  },
  "rate_limits": {
    "varies_by_tier": true,
    "enterprise_custom": true
  },
  "capabilities": [
    "Large Language Models (Open-weight and Commercial)",
    "AI Studio - Enterprise AI production platform",
    "Le Chat - Conversational AI assistant", 
    "Code generation and completion (Codestral)",
    "Multimodal AI (text, images, documents)",
    "Document AI and OCR",
    "Custom model training and fine-tuning",
    "AI agent development and deployment",
    "Edge deployment options",
    "Multi-language support",
    "Enterprise governance and observability",
    "On-premise and cloud deployment",
    "European data sovereignty",
    "API access for developers",
    "No-code agent building",
    "Workflow automation",
    "Knowledge base integration"
  ],
  "raw_analysis": "Mistral AI is a comprehensive AI platform offering frontier large language models and enterprise AI solutions. The platform spans multiple products: AI Studio for enterprise agent development, Le Chat for conversational AI, specialized coding models (Codestral), and sovereign AI cloud infrastructure. Key differentiators include open-weight models alongside commercial offerings, strong privacy/data sovereignty focus (European), and end-to-end enterprise platform capabilities. The platform serves both developers (via APIs) and enterprises (via managed solutions) with transparent pricing tiers and SLA guarantees. Notable for their emphasis on customization, security, and deployment flexibility (on-prem, cloud, edge). Strong ecosystem of partners including major cloud providers and consulting firms. Platform maturity is high with production-ready enterprise features, observability, and governance tools."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200454ms
robots_txtGET /robots.txt20073ms
llms_txtGET /llms.txt20070ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 83, "dimensions": {"token_efficiency": 9.0, "first_try_success": 8.0, "response_parseability": 9.0, "error_clarity": 7.0, "doc_quality": 8.0, "auth_simplicity": 7.0, "latency": 9.5, "consistency": 8.5}}, "Claude CLI": {"overall": 73, "dimensions": {"token_efficiency": 7.5, "first_try_success": 6.5, "response_parseability": 8.0, "error_clarity": 7.0, "doc_quality": 7.0, "auth_simplicity": 6.0, "latency": 7.5, "consistency": 8.5}}}, "averaged": true}

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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