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Comet

comet.ml

Fair
Top 74%of 19 data infrastructure vendors measured

ML experiment tracking, model monitoring, and data versioning.

data infrastructure⚠ Unverified — automated scan only, no vendor confirmationScanned 9/6/2026Added 9/3/2026

Score breakdown

Security hygiene & transparency13/28 pts

HTTPS + HSTS

HTTP redirects to HTTPS+3
HSTS header enforced+2

Source: response headers from comet.ml · Scanned 9/6/2026

Disclosure policy

Security disclosure page found+3
Page references vulnerability reporting0/2

Source: comet.ml/security · Scanned 9/6/2026

Trust page

Public trust/security page found+5

Security headers

Content-Security-Policy header0/3
X-Frame-Options header0/2
X-Content-Type-Options: nosniff0/2
Referrer-Policy header0/1

Source: response headers from comet.ml · Scanned 9/6/2026

security.txt

security.txt file foundPass
Contact field present0/2
Expires field present0/2
Encryption field present0/1
AI safetypending

Signals planned: model card presence, training data disclosure, published red-team results. Some checks will be partially automated via website scanning; others require vendor submission.

Verification bonus+0/5 bonus pts

Claimed profile

Domain ownership verified by claiming the profile0/5
Governance+0/31 bonus pts

SOC 2 Type I

Not found0

ISO 27001

Not found0

ISO 42001

Not found0

SOC 2 Type II

Not found0

Board-level oversight

Requires vendor submission — not yet collected.

HIPAA

Not found0
Incident historypending

Signals planned: breach-history lookup, incident response quality assessment. This category is coming soon.

Rubric v1.3.0 · 13/28 implemented pts · click a category to see details

Current:Fair
With verification:Good(+6pts)
Claim this profile to improve your grade →

Add a PGP Encryption: field to /.well-known/security.txt to earn +1pt.

Score history (5 updates)

↑ improving
F · 8/38pts · v1F · 8/38pts · v2D- · 8/28pts · v3C- · 13/28pts · v4 · recompute (no rescan)C- · 13/28pts · v5
v1F → F → D- → C- → C-v5

Score history

v4

Grade improved: D- → C-

Score +5pts (8 → 13)

trustPagePresence.found added (+pts)

Recomputed from already-known data, not a full rescan

9/6/2026

v3

Grade improved: F → D-

9/6/2026

Scanned 3d ago

Certifications & disclosures

AI models used

Self-disclosed · unconfirmedClaude (Anthropic)Gemini (Google)Llama (Meta)DeepSeekMistralGrok (xAI)

Found in comet.ml’s llms.txt, captured by Entropy on 9/6/2026. Not vendor-confirmed — the vendor can confirm or correct this from their dashboard.

Show what we found
  • Claude (Anthropic) — “- For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://www.comet.com/_mcp/server” (llms.txt)
  • Gemini (Google) — “- [Configuring LLM Providers](https://www.comet.com/docs/opik/development/optimization-runs/optimization/configure_models.md): Learn how to configure different LLM providers like OpenAI, Anthropic, Ge…” (llms.txt)
  • Llama (Meta) — “- [Observability for LlamaIndex with Opik](https://www.comet.com/docs/opik/integrations/llama_index.md): Start here to integrate Opik into your LlamaIndex-based genai application for end-to-end LLM ob…” (llms.txt)
  • DeepSeek — “- [Observability for DeepSeek with Opik](https://www.comet.com/docs/opik/integrations/deepseek.md): Start here to integrate Opik into your DeepSeek-based genai application for end-to-end LLM observabi…” (llms.txt)
  • Mistral — “- [Observability for Mistral AI (Python) with Opik](https://www.comet.com/docs/opik/integrations/mistral.md): Start here to integrate Opik into your Mistral AI-based genai application for end-to-end L…” (llms.txt)
  • Grok (xAI) — “- [Observability for xAI Grok with Opik](https://www.comet.com/docs/opik/integrations/xai-grok.md): Start here to integrate Opik into your xAI Grok-based genai application for end-to-end LLM observabi…” (llms.txt)

View the full llms.txt snapshot Entropy captured →