Editorial production metrics, corrections, and updates — publicly logged. Nothing is silently edited.
Every significant pricing change, policy shift, model release, and correction — logged in full. Nothing is silently edited.
Mistral published 5 announcements since May 28 — all enterprise, research, or robotics. Vibe subscribers have had zero consumer-facing updates in 47 days while a ~$23B raise is reported.
OpenAI merged ChatGPT, Codex, and Atlas on July 9. Free users get GPT-5.6 Terra, not Sol. Atlas closes August 9 — bookmarks don't auto-migrate.
Microsoft 365 prices rose 5–43% July 1, 2026. Copilot Chat bundled into base plans. Standalone Copilot now $21/user/month permanently. The framing gap is the story.
Anthropic's April email disclosed a 1.67× price jump when it changed Claude Code's default model. The mechanism was in the docs for months. The compounding cost math wasn't.
DeepSeek made its 75% V4-Pro cut permanent and kept its tier free while five labs tightened limits. The price is real. So is the China-jurisdiction question.
xAI cut SuperGrok Heavy's video cap, Musk promised an increase in May, and by June three sources cite three different numbers. Still no published cap.
Class action alleges Anthropic's $200/mo Claude Max 20x delivers 6–8x Pro, not 20x. Filed June 15, N.D. Cal. Allegations unproven. OneHuman documents it.
The /recommendation engine was computing budget-fit scoring (20% of match weight) using stale pricing data in correctAiToolsData.ts that had drifted from current vendor pricing. The /compare-tools page had been refreshed to current June 2026 pricing, but the recommendation engine — the primary user-facing interface — remained out of sync.
Impact: Users filtering by budget, or reading price-based recommendations, were matched against outdated entry-tier pricing, affecting tool ranking and filtering accuracy. Worst case: DeepSeek showed as $12/month when it is free, causing incorrect budget-fit elimination for price-conscious users.
| Tool | Was | Now | Reason |
|---|---|---|---|
| DeepSeek | $12 | Free | Critical: now correctly triggers the free-tier budget bonus; highest scoring impact |
| Copilot | $20 | $10 | Overstated entry tier; Pro is $10/mo, not Max ($100) |
| Grok | $16 | $10 | X Premium entry pricing after the 2026 restructure |
| Perplexity | $20 | $17 | Pro annual billing ($17/mo); was comparing to the Max tier |
| Gemini | $18 | $19.99 | Convention decision: AI Pro as the default paid tier |
| Mistral | $15 | $14.99 | Match to /compare-tools |
| ChatGPT | $20 | $20 | No change (Plus tier, stable) |
| Claude | $20 | $20 | No change (Pro tier, stable) |
The Stage 10 data-integrity audit scoped model-name string corrections plus the removal of a time-decayed partnership claim. The pricing layer was not in the brief, which created a false sense of completeness. The /recommendation engine uses pricing for algorithmic scoring, so it should have been in scope. Process improvement: our data-layer checklist now lists pricing, features, and weights as standing audit layers alongside model names.
correctAiToolsData.ts to match /compare-tools (source of truth, last verified June 18, 2026)./recommendation a derived view of /compare-tools (single source of truth) to prevent future divergence.useCaseMapping weights (April baseline; a subjective scoring review).Independent. AI-assisted. Human-verified. No ads. No affiliates. No investors.
Google made three structural changes to paid Gemini in 60 days — compute caps, an I/O tier rebuild, a silent $7.99-to-$4.99 cut. No subscriber was notified.
Five AI naming decisions in 60 days — each making tier comparison harder. US Commerce pulled Anthropic Fable 5 mid-subscription. OneHuman documents it.
Anthropic confirmed three limit-draining bugs April 23, reset all subscribers. Six weeks later: two throttle events in 24 hours, one account.
Mistral rebranded Le Chat to Vibe — an agentic assistant with Google Workspace, Slack, and GitHub access. European data sovereignty is the watchdog angle.
When the BNA #2 article was published May 27, 2026, we asserted that Microsoft had not published Copilot's per-Credit USD cost, per-feature consumption rates, or hard cap mechanism. All three were already published. The per-Credit rate (1 AI Credit = $0.01 USD) was in GitHub Docs since April 27, 2026 — the day GitHub announced the transition. Per-token model breakdowns were in the same documentation. The $0 overflow budget option, which prevents any charges above the base subscription price, was documented and publicly discussed in GitHub's billing reference. The corrected analysis — that GitHub's published rates predict structural monthly overage for any meaningful agentic user — is the substantive consumer-protection story. BNA #2 fully rewritten and republished June 1, 2026. Original text preserved in git history.
Grok now costs $300/month under SpaceX. Consumer AI inside a defense contractor — five governance questions the $1.25T merger never answered.
GitHub Copilot's per-Credit rate is $0.01 USD. Pro plan: $10/1,000 Credits. Agentic sessions consume 3,000–4,000 Credits. Structural overage is the model.
OpenAI launched ChatGPT Ads Manager May 21 with a $2.5B year-one revenue target and $100B by 2029. What that changes for the 800 million people on the free tier — and the five questions OpenAI did not answer at launch.
Google I/O 2026 Gemini relaunch: two paywall tiers, always-on Gmail access, and a UI borrowed from Perplexity. What 900M users need to know before upgrading.
OpenAI launched Codex mobile access on May 14 for all ChatGPT plans including free. Claude Code requires paid subscription. The AI coding wars just got a price wedge.
Claude Pro limits doubled, Word/Excel/PowerPoint add-ins GA, and dreaming scans past sessions by default. Three changes this week — what you need to know.
OpenAI replaced ChatGPT's default model, gave it Gmail access, expanded conversation-matched ads, and launched Sheets/Excel sidebars — all in 4 days. 500M+ users affected silently.
Mistral Medium 3.5 scores 77.6% on SWE-Bench Verified, runs async cloud agents via Vibe CLI, and costs $1.5/M input tokens. Launched April 29 — five days after Copilot's implosion.
DeepSeek V4 preview April 24: V4-Pro at $1.74/$3.48/M — 7x cheaper than GPT-5.5. MIT license, 1M context. China data risk for API users. Free chat app.
Periodic pricing verification on April 21, 2026 confirmed Perplexity Pro at $20/month, unchanged from the previous snapshot. Context window confirmed at 127K tokens. Pricing comparison page updated to reflect the new verification date.
Perplexity launches $200/month Personal Computer Mac agent — $2,999 year-one vs Claude Cowork at $240. Privacy class action alleges Incognito mode sent chats to Meta and Google.
Mistral Le Chat Pro ($14.99/month) was added to the AI tool comparison table on April 15, 2026. Pricing sourced directly from mistral.ai/pricing. Context window: 128K tokens. This was an omission from the original tracked tool set, not a factual error — Le Chat Pro is a distinct product that had not previously been included.
Google Gemini launched Personal Intelligence in India on April 14, 2026 — ahead of the UK, France, and Germany. At ₹399/month (~$4.57), Google now beats ChatGPT on features at the same India price.
ChatGPT Business manages shared Outlook mailboxes and calendars — core CRM features at $30/user/month vs $100-300/user for HubSpot or Salesforce. The math has shifted.
Microsoft built 3 AI models in-house: MAI-Transcribe-1, MAI-Voice-1, MAI-Image-2. Not OpenAI. Priced to win. Is this the start of Microsoft's OpenAI hedge?
We published Grok's context window as 128K tokens. Re-verification against xAI's official documentation confirmed 131K tokens. The original figure came from a rounded value in a third-party source. The pricing comparison page was corrected April 1, 2026.
Mistral: 4 launches in 31 days. Small 4 model, Forge dev hub, Voxtral open-weight voice, $830M funding. What this means for users choosing between AI tools.
Claude mobile embeds Figma, Canva, Amplitude, Slack, and 7 more tools as live canvases. Edit and push changes without app-switching. Pro/Max/Team/Enterprise only.
Spanish startup Multiverse Computing claims 95% AI compression with 2-3% accuracy loss. $215M raised, enterprise API launched March 2026. Independent validation exists—with caveats.
Elon Musk admits xAI 'was not built right.' 9 of 11 co-founders gone, Grok's coding and image lead fired. What it means for Grok users today — and whether to switch.
Microsoft launches $99/user Frontier Suite May 1 with Claude, next-gen GPT, and Agent 365. AI ecosystem lock-in intensifies for 400M+ Microsoft 365 users.
Claude Sonnet 4.6 is now the default on all plans. Beats Opus 4.5 in 59% of tests. 1M token context in beta. Same price. Auto-upgraded.
DeepSeek silently 8x'd its context window to 1M tokens while V4 looms. CNBC warns of another Wall Street shock. Open-source, 10-40x cheaper than GPT-5 or Claude.
Google Gemini 3.1 Pro launches Feb 19, topping APEX-Agents leaderboard over Claude Opus 4.6. API pricing is 7.5× cheaper than Anthropic. Same $20/month for consumers.
Perplexity $750M Microsoft deal runs GPT-4, Claude, and Grok interchangeably without telling Pro subscribers which AI answers your $20/month searches.
Pentagon adopts Grok AI 72 hours after Malaysia and Indonesia ban it for nonconsensual deepfakes. Elon Musk xAI security controversy explained.
ChatGPT ads launch in free tier and $8/month Go plan. OpenAI uses your conversations as ad targeting data. We asked ChatGPT how ads work.
Google Gemini Universal Commerce Protocol lets AI shop for you with one-click checkout and sponsored deals. Who controls AI shopping recommendations?
OpenAI unveils dedicated health section with medical record integration, handling 230M weekly queries. Privacy claims and regulatory implications need scrutiny.
Google releases Gemini 2.0 Flash with frontier intelligence, AI video verification tools, live speech translation in 70+ languages, and Deep Research agent API access.
OpenAI and Google are battling for India's AI market with $5/month tiers - but most of the world doesn't know these plans exist.
Satya Nadella takes a hands-on role in Copilot development, signaling rapid acceleration of Microsoft's enterprise AI platform.
Elon Musk projects xAI could achieve AGI by 2026 as Pentagon adopts Grok for military AI. xAI aims to raise $20-30B annually and build 1M GPU supercomputer.
DeepSeek just dropped V3.2 and rewrote the rulebook. Gold medals in IMO, CMO, IOI. Beats GPT-5 High. Rivals Gemini 3 Pro. 100% open-source. 5× cheaper than GPT-5.
Mistral AI just launched OCR3, bringing advanced optical character recognition and document understanding to their multimodal model lineup.
OpenAI expands Advanced Voice Mode to free ChatGPT users with limited monthly usage, marking a major accessibility improvement.
Anthropic releases Claude Sonnet 4.5 with industry-leading 250K context window and 40% faster response times than previous version.
Methodology — how changes are detected and verified
Manifesto — why this record exists