89
/100
prowl
Benchmarked Apr 06, 2026

Slack

Team messaging API

messaging platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Parseability 10/10
Consistency 9/10
Documentation 9/10
Auth Simplicity 9/10
Token Efficiency 9/10
First-Try Success 9/10
Error Clarity 8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://slack.com",
  "auth_method": "oauth2",
  "auth_config": {
    "supports_sso": true,
    "supports_saml": true,
    "supports_oauth2": true,
    "enterprise_auth": true
  },
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Available for small teams",
      "paid_plans": ["Pro", "Business+", "Enterprise Grid"],
      "enterprise_options": true
    }
  },
  "rate_limits": {},
  "capabilities": [
    "team_messaging",
    "organized_channels", 
    "voice_video_calls",
    "screen_sharing",
    "file_sharing",
    "workflow_automation",
    "ai_powered_search",
    "ai_agents",
    "task_management",
    "canvas_collaboration",
    "clip_recording",
    "enterprise_search",
    "crm_integration",
    "document_collaboration",
    "cross_platform_apps",
    "extensive_integrations",
    "compliance_features",
    "security_controls",
    "analytics_reporting"
  ],
  "raw_analysis": "Slack is a mature, comprehensive team collaboration platform that serves as a 'Work Operating System' unifying messaging, file sharing, video conferencing, and workflow automation. The platform is designed for organizations of all sizes, from small businesses to large enterprises, with industry-specific solutions spanning engineering, IT, customer service, sales, marketing, HR, security, manufacturing, tech, media, financial services, retail, government, education, and healthcare. Key differentiators include organized channel-based conversations, lightweight huddles for quick discussions, AI-powered features for search and summarization, Canvas for collaborative documentation, Clips for asynchronous video communication, and extensive workflow automation capabilities. The platform supports enterprise-grade security with SSO, SAML, and compliance features, while offering a freemium model that scales from free usage to enterprise pricing. Slack's strength lies in its ecosystem of 2,000+ app integrations, making it a central hub for workplace productivity tools. The platform has evolved beyond simple messaging to include AI agents, task management, CRM integration with Salesforce, and sophisticated search across all organizational knowledge. With desktop and mobile apps across all platforms, Slack provides a consistent experience for distributed teams."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200218ms
robots_txtGET /robots.txt20046ms
llms_txtGET /llms.txt20046ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 91, "dimensions": {"token_efficiency": 9.0, "first_try_success": 9.0, "response_parseability": 9.5, "error_clarity": 8.5, "doc_quality": 9.0, "auth_simplicity": 8.5, "latency": 10.0, "consistency": 9.0}}, "Claude CLI": {"overall": 89, "dimensions": {"token_efficiency": 9.0, "first_try_success": 8.5, "response_parseability": 9.5, "error_clarity": 8.0, "doc_quality": 9.0, "auth_simplicity": 9.0, "latency": 9.5, "consistency": 9.0}}}, "averaged": true}

Agent Readiness

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

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard