Editorial Policy & Methodology
GetInfoUs exists to make frontier AI model specifications, standardized benchmark evaluations, and API token economics transparent and verifiable. Because developers, AI engineers, and enterprise teams rely on our numbers for technical and architectural decisions, we hold our datasets and guides to strict standards of accuracy, primary sourcing, and editorial independence.
Editorial Masthead & Research Desks
Our datasets and guides are produced by the GetInfoUs research team—AI engineers and data analysts specialising in LLM evaluation, inference benchmarks, and API infrastructure economics. Every model entry and comparison is verified against official technical reports before publication.
AI Systems & Benchmark Evaluation Desk
Audits 330+ foundation models across SWE-bench Verified, GPQA Diamond, MMLU-Pro, AIME, LMSYS Chatbot Arena Elo, and official API token pricing schedules.
Global Tech Mobility & Visa Policy Desk
Tracks statutory immigration rules, salary thresholds, Express Entry draws, H-1B/O-1A petitions, and cost-of-living indexes across the US, Canada, UK, Australia, and Mexico.
Data Integrity, Fact-Checking & Schema Verification Desk
Validates JSON schemas, automated pricing checks, multi-locale translations (EN, BN, ES, FR), and reader-submitted corrections within a 24-hour review SLA.
How we research and source facts
- For AI models, we source specifications, context windows, and benchmark scores (SWE-bench Verified, GPQA Diamond, MMLU-Pro, LiveCodeBench, Chatbot Arena Elo) directly from official provider technical reports (OpenAI, Anthropic, Google DeepMind, Meta, DeepSeek, Alibaba Qwen, Mistral, xAI, and 25+ other labs).
- For API pricing, prompt caching rates, and batch discounts, we verify USD per 1M token figures directly against official provider pricing pages.
- For open-weight models, we verify parameter counts, quantization formats (FP16, INT8, INT4/AWQ/GGUF), and GPU VRAM requirements against official Hugging Face model cards and repository configs.
How we keep content up to date
AI model releases, benchmark evaluations, and API token price cuts evolve rapidly. Each model page and guide displays a "Last reviewed" or "Updated" date, and we audit our 330+ model catalog and high-traffic guides on a continuous cycle.
Corrections
If you spot an outdated API price, benchmark score, or policy detail, email us at hello@getinfous.com and we will verify and update it promptly.
Independence and advertising
GetInfoUs is 100% independent. We display clearly labelled advertisements (such as Google AdSense) to keep our calculators and datasets free, but advertisers never influence our Intelligence Index rankings, head-to-head model verdicts, or editorial recommendations.
Ownership, Funding & AI Assistance Disclosure
GetInfoUs is an independent digital publication funded through clearly labeled programmatic display advertising (Google AdSense). No AI lab, cloud provider, or immigration consultancy can purchase favorable benchmark rankings or editorial verdicts. Automated scripts assist with API price polling and schema validation, while every published article, benchmark table, and policy guide is reviewed and verified by human editors before publication.
Google Publisher Center & Official Syndication Feeds
GetInfoUs provides full-text RSS 2.0 feeds (with <content:encoded>, <dc:creator>, and <media:content>) and a Google News XML Sitemap for real-time indexing via Google Publisher Center, Google News, and WebSub/PubSubHubbub.
| Publisher Center Section | Feed / Sitemap URL | Format Specification |
|---|---|---|
| All Latest Intelligence (Master Feed) | https://getinfous.com/rss.xml | RSS 2.0 (Full HTML content:encoded) |
| AI Governance, API Pricing & Visa News | https://getinfous.com/rss/news.xml | Google Publisher Center Section Feed |
| AI Engineering & Architecture Guides | https://getinfous.com/rss/ai.xml | Google Publisher Center Section Feed |
| Frontier AI Model Releases & Specs | https://getinfous.com/rss/models.xml | Google Publisher Center Section Feed |
| Head-to-Head Model Comparisons | https://getinfous.com/rss/comparisons.xml | Google Publisher Center Section Feed |
| Google News XML Sitemap | https://getinfous.com/news-sitemap.xml | Google News Sitemap v0.9 + Image Sitemap |