ChatGPT / OpenAI Platform
The deepest stack in AI and still the default — just budget for model churn and don't build on parts already marked for deprecation.
Element scores
Strengths
GPT-5.x is frontier-grade across chat, Codex, agents and Computer Use, and the platform covers nearly the full periodic table: hosted vector stores and file search, strong embeddings, the richest fine-tuning menu (SFT, vision, DPO, RFT), and an Agents SDK with built-in tracing, guardrails and MCP support.
Honest dings
The hosted Evals platform shuts down 30/11/2026 (the Ev score reflects that), Agent Builder ships with only ~8 working out-of-box integrations and locks you to OpenAI models, and 2026 brought ads to Free/Go tiers plus persistent complaints about cost-optimized routing and more refusals. Model churn is a real integration tax.
Sources
Every audit lists the research it rests on — transparency and traceability are the product. Tools evolve: each audit is a snapshot of its audit date, and re-audits supersede older versions (kept below for reference).
- developers.openai.com/api/docs/guides/agents — Agents SDK: tools, MCP, guardrails, tracing and observability (official docs) (accessed 2026-07-05)
- techcrunch.com/2026/02/27/chatgpt-reaches-900m-week… — 900M WAU + 50M paying subscribers, per OpenAI announcement (accessed 2026-07-05)
- techcrunch.com/2025/10/06/sam-altman-says-chatgpt-h… — DevDay 2025 baseline user figure (accessed 2026-07-05)
- braintrust.dev/articles/agent-observability-complet… — Third-party observability ecosystem around OpenAI Agents SDK (accessed 2026-07-05)
- openai.com/index/how-chatgpt-adoption-has-expanded — OpenAI adoption report 30/06/2026 (accessed 2026-07-05)
- openai.com/index/introducing-chatgpt-go — Official: Go $8/mo worldwide, Plus $20, Pro $200; ads on Free/Go tiers, paid tiers ad-free (accessed 2026-07-06)
- techjacksolutions.com/ai-tools/chatgpt/chatgpt-pric… — Independent 7-tier pricing breakdown verified 19/05/2026: Pro $100 tier launched 09/04/2026, Business $20/seat annual ($25 monthly) (accessed 2026-07-06)