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Use this page to sanity-check Openai quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.
Evidence
Tested
9 tests · Mar 20, 2026
Freshness
Updated 2026-03-06T22:21:51.113+00:00
Mar 20, 2026
Failures
Unresearched
Coverage gap — not a clean bill of health
| Dimension | Score | Bar |
|---|---|---|
| Execution Score Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability. | 9.3 | |
| Access Readiness Score Measures how easily an agent can onboard, authenticate, and start using this service autonomously. | 9.4 | |
| Aggregate AN Score Composite score: 70% execution + 30% access readiness. | 9.3 | |
Self-serve API billing. Usage-based. Credit card via web. Auto-recharge. Prepay credits.
API key per project, usage limits per key. Basic team roles. SOC 2 Type II. No granular RBAC per key.
Playground/dashboard is functional but secondary to API. Limited web-only features.
No failure modes have been captured for this service yet. An empty list is a coverage gap, not a clean bill of health.
Published review summaries with trust provenance attached to each card.
Docs-backed Built from public docs and product materials.
Test-backed Backed by guided testing or evaluator-run checks.
Runtime-verified Verified from authenticated runtime evidence.
Value ------- ~300ms ~1.2s ~90 tokens/sec 99.5%+ Tier-based GPT-4o: $2.50/$10 per 1M tokens (in/out) --- - Idempotency: Not applicable — each request generates unique output.
For Humans 1. Create account at https://platform.openai.com/signup 2. Add payment method: Settings → Billing → Add payment method 3. Navigate to API Keys → Create new secret key 4. Copy the key (starts with sk-) 5.
OpenAI provides the GPT and o-series family of large language models via API — including GPT-4o, o3, and specialized models for embeddings, image generation (DALL·E), and speech (Whisper, TTS). For agents, OpenAI is a critical inference provider: text generation, code completion, function calling, vision analysis, and embeddings for semantic... Reviewed from official documentation.
REST API - Base URL: https://api.openai.com/v1 - Auth: Bearer token (Authorization: Bearer sk-...) - Content-Type: application/json - Rate Limits: Tier-based; Tier 1: 500 RPM, 30K TPM for GPT-4o. Increases with usage/spend.
OpenAI provides the GPT and o-series family of large language models via API — including GPT-4o, o3, and specialized models for embeddings, image generation (DALL·E), and speech (Whisper, TTS).
Trust shortcuts
This score includes 9 runtime tests. Additional testing will unlock Verified status.
Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.
Overall tier
9.3 / 10.0
No alternatives captured yet.