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News
What came out, what broke, what is going away, what moved on our lists and what we added to Learn, with our call on whether it is worth your time. Every line links the page we read and says when. We have not tested any of these ourselves.
Releases last checked Sunday 25 October. We check by hand, so some days have none.
- SecurityAct now
How the LiteLLM hijack happened BerriAI
BerriAI says a master key leaked in May and never revoked let attackers publish the bad 1.107.0. If you run LiteLLM, rotate every key it held and check which image digest you run if you pull latest or main-stable.
Source: BerriAI's incident report, The Hacker News, read 25 Oct
- New releaseAct now
OpenAI switched off GPT-4, o1, o3-mini and more OpenAI
OpenAI's API stopped serving older models on 23 Oct, including GPT-3.5 Turbo, GPT-4, GPT-4 Turbo, o1, o1-pro, o3-mini, o4-mini, GPT-4.1 nano and gpt-image-1. Calls to them now fail.
Source: OpenAI's deprecations page, read 25 Oct
- New releaseWorth trying
MiniMax M3.1 Flash weights are out MiniMax
MiniMax published the weights for its cheap agent model. Free for non-commercial use; businesses must show a 'Built with' notice, and firms over $20M a year in revenue need written permission.
- Best for
- Cheap coding and office agents you can host yourself
- You give up
- Custom license with limits on business use; very large to self-host
Source: MiniMax's post, TechNode, read 25 Oct
- New releaseWorth trying
Kimi K3.1 Pro Moonshot AI
Moonshot's new top model, cheaper than Kimi K3 at $2 in and $10 out per million tokens, with limited free use on the web. Open weights are promised by 4 Nov.
- Best for
- Long coding agents and office tasks at a lower price than frontier models
- You give up
- Weights are only a promise until 4 Nov; most test results are Kimi's own
Source: Moonshot's post, Kimi price page, read 25 Oct
- New releaseWorth trying
OpenAI Decisions API is generally available OpenAI
OpenAI's endpoint for yes/no, choice and score answers left beta. It runs on GPT-6 Luna and now takes up to 400 questions per request, up from 200.
- Best for
- High-volume routing, scoring and classification steps inside agents
- You give up
- Tied to GPT-6 Luna; gives decisions only, never free text
Source: OpenAI API changelog, read 25 Oct
- New releaseWorth trying
Canva Craft Canva
Canva's first image model, for every Canva user in Dream Lab. It plans layout and text before drawing. Quality claims are Canva's own so far.
- Best for
- Canva users making posters, slides and social posts with text in the image
- You give up
- Only inside Canva or its API; quality claims are Canva's own so far
Source: Canva's announcement, TechCrunch, read 25 Oct
- New releaseWait
1Password for Agents 1Password
Lets AI agents sign in for you after you approve on your own device, without the agent seeing the password. Most named agents, such as Claude Duet, are listed as coming soon.
Source: 1Password's announcement, TechCrunch, read 25 Oct
- New releaseSkip
OlmoEarth v1.3 Ai2
Open satellite embeddings for the whole planet. Useful for map and crop research, but outside the everyday jobs we cover.
Source: Ai2's OlmoEarth page, SiliconANGLE, read 25 Oct
- SecurityAct now
LiteLLM 1.107.0 was malware BerriAI
A hijacked release on PyPI and Docker Hub stole credentials for about two hours. Pin 1.106.2. If you installed it, rebuild the machine and rotate every key it could reach.
Source: LiteLLM's incident post, The Hacker News, read 22 Oct
- New releaseAct now
Claude API version 2026-10-21 breaks old code Anthropic
If you build on the Claude API: the new API version and SDK majors reject temperature, top_p and top_k, and send keys as a Bearer header. Read the migration guide before upgrading.
Source: Anthropic's migration guide, Claude release notes, read 25 Oct
- New releaseWorth trying
Nemotron 3.5 Embed 8B NVIDIA
Open embedding model, free for commercial use, that searches text and page images such as tables and scans together. A 1B version and a reranker came out alongside it.
- Best for
- Search over scanned documents, tables and charts in your own retrieval setup
- You give up
- Needs a large GPU; quality claims are NVIDIA's own so far
Source: NVIDIA's post, Model card, read 25 Oct
- New releaseWorth trying
Flint Recursive
Free open coding model (Apache-2.0) that runs on a laptop. Speed and test figures are the maker's own; Wired's hands-on was positive.
- Best for
- Local coding agents on a 48GB Mac or GPU with no API fees
- You give up
- Needs smaller and clearer tasks than paid assistants
Source: Recursive's post, TechCrunch, read 22 Oct
- New releaseWait
mammoth-1 and elephant-1 Baseten
New open "decision models". No named license yet, and the rankings come from Baseten without saying who ran them. We look again when an outside board lists them.
Source: Baseten's post, read 22 Oct
- New releaseSkip
Kumo Relational NVIDIA
Real and open, but a prediction tool for company databases, outside the jobs we cover. The only test results are the authors' own.
Source: Hugging Face blog, read 22 Oct
- New releaseWorth trying
Voxtral 3 Mistral AI
Mistral's new speech family: transcription, text to speech and a voice agent kit from one EU-hosted vendor.
- Best for
- Voice agents that want listening and speaking from one EU vendor
- You give up
- Weights and self-host license not public
Source: Mistral's post, The Decoder, read 21 Oct
- New releaseWorth trying
Eleven Realtime v1 ElevenLabs
ElevenLabs' first speech to speech models for live voice agents, in 90+ languages. $0.08 a minute plus model tokens.
- Best for
- Live voice agents that need many languages and voices
- You give up
- Per-minute fee plus tokens adds up
Source: ElevenLabs' post, ElevenLabs' price page, read 21 Oct
- New releaseWorth trying
Ming-3.0 TTS Ant Group
Open text to speech under MIT, with voice cloning and tags for laughs and sighs. Free for commercial use.
- Best for
- Self-hosted voice with cloning, free for commercial use
- You give up
- Ranks below Fish Audio Drama 3; no memory figure
Source: Model card, TechNode, read 21 Oct
- New releaseSkip
DeepInfer DeepSeek
Big news, but it runs one DeepSeek model on two chip types. vLLM still does more for most teams.
- New releaseSkip
TorchTPU Google
The code went public, but it was announced in April and only helps teams already on Google Cloud TPUs.
Source: GitHub, read 21 Oct
- Score, price or verdict moveGemini 4 Argon: now a full review (was a First look); our verdict changed from Wait to Use it.
Details
Scored: now in Google AI Plus, Pro and Ultra and on the paid API. Writing 99, research 97, coding 64 and 6th on the Agent board, from Arena's open dataset; votes are still early. Verdict wait to use-it.
- New releaseWorth trying
MiniMax M3.1 Flash MiniMax
A cheap fast model ($0.15 in, $0.60 out per million tokens) with a free version on OpenRouter. Not on a public board yet, so no score.
- Best for
- High-volume simple tasks on a tight budget
- You give up
- VentureBeat reports a high rate of made-up answers
Source: MiniMax's post, VentureBeat, read 20 Oct
- New releaseWait
Mercury 3 Inception
Cheap and fast on paper ($0.20 in, $0.70 out per million tokens, half price at launch), but every quality claim is Inception's own. We look again when an outside board lists it.
Source: Inception's post, read 20 Oct
- New releaseWait
FLUX 3 Max fal
Fast text and image to video built on FLUX 3 Video, at a launch discount until 7 Nov. Speed claims are fal's own, and only one major outlet covered it.
Source: fal's page, VentureBeat, read 20 Oct
- New releaseSkip
BAND desktop BAND
Launched 15 Oct with no price, no access details and no outside tests, so there is nothing yet to judge it on.
Source: BAND docs, read 20 Oct
- Guide update
- Guide update
New guide: AI glasses: what do they record, which settings matter, and what can I do if I'm filmed?.
- Guide update
New guide: Connect your medical records to an AI? A decision and a setup check.
6 more guide updates this day
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New guide: Interviewed or screened by AI: what to expect, how to prepare, how to ask for a person.
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New guide: Is AI coming for my job? A 30-minute task-by-task check and a skills plan.
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New guide: Switching AI assistants: how do I take my history with me?.
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New guide: Teaching with AI: how do I plan and give feedback without breaking my school's rules?.
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New guide: An AI answered the phone: how do I reach a person, and should I let an AI call for me?.
- New releaseWorth trying
Gemini 4 Argon opens up Google
Google's top model is now on the paid Gemini API and in Google AI Plus from $4.99 a month. It leads Arena's text votes; votes are still early.
- Best for
- Everyday chat and writing near the top of Arena votes, from $4.99 a month
- You give up
- Behind Claude and GPT for web app coding; API price doubles on 1 Dec
Source: Google's plans page, Gemini API pricing, read 20 Oct
- Score, price or verdict moveWorse: ChatGPT (GPT-6): coding rating moved down.
Details
Audit under our rule that each plan is rated on the best model it includes: OpenAI names GPT-6 Sol for Plus chat and GPT-6 Luna for Free, so both checklist lines now use those models instead of the best model in Plus. Coding fell because GPT-6 Sol ranks lower after the Text Coding check, so Free now scores higher. Research and writing keep their ratings but now come from Free. Dropped the Meta Muse test and Instruction Following board, and stopped counting the 24 Sep Tom's Guide test, which did not name the ChatGPT-6 version.
- Score, price or verdict moveBetter: ChatGPT (GPT-6): coding rating moved up.
Details
Rule change: each plan is scored on the best model it lets you choose. OpenAI's help page says Plus includes GPT-6 Astra in ChatGPT Work and Codex, while Plus chat offers only GPT-6 Sol. Agents and coding on Plus are now rated on Astra, so coding returns to 7/10. Research and writing stay on chat models, so they are unchanged. Arena text URLs moved to the /leaderboard/chat/text/ form.
- Score, price or verdict moveBetter: Claude: writing rating moved up.
Details
Audit under our rule that each plan is rated on the best model it includes: Anthropic names no default for Pro, so Pro is now rated on its best model for each job instead of an assumed Sonnet 5.5. Writing on Pro rose to 7/10 on Opus 5.5. Other ratings unchanged. Dropped the 27 Aug Tom's Guide test, which predates the current models, and stopped counting the Opus 5.5 test toward the Free plan, which runs Sonnet 5.5.
- Score, price or verdict moveClaude Code: now a full review (was a First look).
Details
Rated for coding by the checklist. Artificial Analysis's methodology page shows v1.5 has been in use since September 2026 and is the first version with Terminal-Bench 4.0, so its scores fall inside the 90-day window. Agents not rated yet.
- Score, price or verdict moveWorse: Claude Fable 5.1: research rating moved down.
Details
New tie rule: models tied on the Artificial Analysis index take the lowest rank in the tie, so research is rated on that.
- Score, price or verdict moveClaude Sonnet 5.5: coding rating moved down; writing rating moved up.
Details
Audit: re-derived the ratings with our rule of counting each model once on a leaderboard. Coding moved down a step (Text Coding is 16th of distinct models, below its WebDev rank). Writing moved up a step (Instruction Following is 10th of distinct models). best_category now agents. Agent cost relabelled as the 14-day median; PCWorld cited for the free-plan model.
- Score, price or verdict moveBetter: Gemini app: writing rating moved up; our verdict changed from Skip to Depends.
Details
Audit under our rule that each plan is rated on the best model it includes: Google names no default for AI Pro, so AI Pro is now rated on its better model, 3.8 Flash, instead of the lower-ranked 3.1 Pro. Writing rose to 7/10. Research, coding and agents unchanged. Verdict now depends: it scores best for writing, where Claude Pro scores the same, so Gemini is not outclassed there.
- Score, price or verdict moveMistral Large 4: now a full review (was a First look).
Details
Rated: it is publicly available as an API preview and its arena.ai rows are not marked preliminary. Coding and agents scored highest; research (moved up a step by the Artificial Analysis index) and writing (moved up a step by Instruction Following) scored lower. Verdict stays wait: weights are due 31 Oct and Mistral says training continues.
- Score, price or verdict moveOpenAI Codex CLI: now a full review (was a First look).
Details
Rated for coding by the checklist. Artificial Analysis's methodology page shows v1.5 has been in use since September 2026, so its scores fall inside the 90-day window. Agents not rated yet.
- Score, price or verdict moveOpenCode: now a full review (was a First look).
Details
Rated for coding by the checklist. Artificial Analysis's methodology page shows v1.5 has been in use since September 2026, so its score falls inside the 90-day window. Agents not rated yet.
- Guide update
Beginner and Intermediate pages now explain terms such as API, token and context window the first time they appear.
- Guide update
Code on the site was re-read and fixed where needed, and scripts we could not test now say so.
- Guide update
Facts that change over time, such as plan limits, laws, scam figures and vendor features, were re-checked against their sources on 11 October. Eight were corrected or dated.
- Guide update
Interactive pieces are now called Hands-on tools, on the home page and the Tools page.
4 more guide updates this day
- Guide update
Removed the hands-on tool on Answers or search results, which only repeated the page's own table.
- Guide update
Removed the hands-on tool on When not to use AI, which only repeated the page's own table.
- Guide update
The box at the top of every page now has three plain parts: What this is, Why it matters and The short version.
- Guide update
We followed each Beginner and Intermediate page step by step, updated settings paths that had moved and added steps that were missing.
- Guide update
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New guide: Letting an agent near your email, browser and files.
- Guide update
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91 more guide updates this day
- Guide update
New guide: AI memory: what it keeps, and a ten-minute audit.
- Guide update
New guide: AI-written phishing: stop looking for typos, set up passkeys.
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New workflow: Asking questions of your data when you're not an analyst.
- Guide update
New guide: Build a small agent yourself: one tool, a step limit and a log.
- Guide update
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New workflow: Check a claim you saw online, with AI as a helper, not the judge.
- Guide update
New guide: Was this image made or changed by AI? A five-minute check.
- Guide update
New start here: Check before you trust: a five-minute routine.
- Guide update
New workflow: Checking agent work: review loops and work you didn't watch.
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New guide: College and university applications: what AI use is allowed, and how to use it honestly.
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New guide: Describe the failure: reports an agent can act on.
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New workflow: Fix a computer, phone or app problem with AI, safely.
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New workflow: Find near-duplicates and group a long list by meaning (embeddings).
- Guide update
New guide: AI voice scams: hang up and call back on a number you know.
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New guide: Health, money and legal questions: green lights and red lines.
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New guide: Learn to code with AI without skipping the learning.
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New guide: Local or cloud: when a model on your own device is enough.
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New workflow: Long agent jobs: pieces, milestones and stop rules.
- Guide update
New guide: Make an image with AI: describe it well, check it, and know what you can use it for.
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New workflow: Run one prompt over hundreds of rows, then measure how often it's wrong.
- Guide update
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New workflow: Check the request, not the voice: payment changes at work.
- Guide update
New workflow: Test any new model on your own tasks (a personal eval set).
- Guide update
New workflow: Photos in, data out: forms, receipts, whiteboards.
- Guide update
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New workflow: Plan a week of meals and a shopping list with AI, and check what matters.
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New guide: Point your phone at it: what AI can and can't tell you from a photo.
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New workflow: Practise a new language with AI: speak daily, get corrected, track progress.
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New workflow: Prepare for a negotiation with AI: a pay rise, a job offer or a price.
- Guide update
New workflow: Make a presentation with AI: your outline first, then check every slide.
- Guide update
New setup: Privacy settings pass: 15 minutes, once a quarter.
- Guide update
New guide: Prompt, retrieve or fine-tune? Getting a model to use your material.
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New workflow: Read a contract, lease or terms with AI before you sign.
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New workflow: Get a spreadsheet formula from AI, then prove it works.
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New guide: Get data you can trust from an API: schemas, validation and retries.
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New guide: Talking to AI when you're struggling: what it can help with, and where it stops.
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New guide: Taxes with AI: what it can help with, and what you check on the official site.
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New workflow: Transcribe a recording, then check it before you quote it.
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New guide: Translating with AI: when it's good enough, and how to check.
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New workflow: Write a speech, toast or eulogy with AI that still sounds like you.
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New start here: Your first useful hour: three everyday tasks.
- Guide update
A prompt library is now a section of Prompting in one page. The old address redirects there.
- Guide update
Code blocks have a Copy button, and blocks that hold a whole file have a Download button.
- Guide update
Every page now opens with an In short box and carries a level: Beginner, Intermediate or Advanced.
- Guide update
Figures across the site were rechecked against their sources, and the weakest pages were rewritten with clearer steps.
- Guide update
Hands-on tool on AI detectors: see how many flagged essays are false alarms on a grid of 1,000.
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Hands-on tool on AI voice scams: practise spotting the messages that mean hang up and call back.
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Hands-on tool on AI-written phishing: spot the lookalike links.
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Hands-on tool on Build a small agent: step through an agent run and watch the tokens add up.
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Hands-on tool on Get a spreadsheet formula from AI: fill a column down and see what each kind of cell reference does.
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Hands-on tool on Get data you can trust from an API: edit a model reply and watch the parse, schema and value checks.
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Hands-on tool on Group a list by meaning: move the similarity threshold and see which hand-checked pairs it gets right.
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Hands-on tool on Health, money and legal questions: sort requests by the green, amber and red table.
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Hands-on tool on Long agent jobs: see how the odds of a clean run fall as steps add up.
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Hands-on tool on Prompt, retrieve or fine-tune: sort failures into missing knowledge or wrong behaviour.
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Hands-on tool on Prompting in one page: build a brief one part at a time.
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Hands-on tool on Reconcile two exports: watch the script match rows in order.
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Hands-on tool on Script, workflow or agent: answer the five questions and see which rung fits.
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Hands-on tool on Test any new model on your own tasks: score a challenger against your current model with the switch rule.
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Hands-on tool on Your first API call: work out how many calls a spending cap buys.
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Red-team your workflow is now a section of Checking agent work. The old address redirects there.
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The site is live. If you are new to AI, begin with Start here.
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Tools, connectors and structured output is now a section of Letting an agent near your email, browser and files. The old address redirects there.
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What the lab runs on is replaced by Do I need to pay for AI, and for which plan?. The old address redirects there.
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When AI is used on you is now a section of Health, money and legal questions. The old address redirects there.
- Guide update
Going away
Models, apps and features on our site that their maker is retiring. The dates are the maker's and can change, so each line links the page we read and says when.
- OpenAI models in Cursor (Cursor may end access sooner) OpenAIProposed for 12 Nov 2026, not confirmed. Our review.Source: help.openai.com, read 19 Oct 2026
- Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra in GitHub Copilot (Opus 4.8 stays for individual annual plans) GitHubOn 16 Nov 2026. What GitHub offers instead: Claude Opus 5.5, GPT-6.1 Sol or GPT-6 Luna. Our review.Source: github.blog, read 19 Oct 2026
- Gemini 3.1 Flash Live (preview) GoogleNo earlier than 17 Nov 2026. What Google offers instead: gemini-3.8-live.Source: ai.google.dev, read 19 Oct 2026
- Claude Opus 5.5 fast mode on Azure / Microsoft Foundry AnthropicOn 15 Jan 2027. Our review.Source: learn.microsoft.com, read 19 Oct 2026
- Mistral Medium 3.5 on Mistral's API Mistral AIOn 30 Apr 2027. What Mistral AI offers instead: Mistral Large 4.Source: docs.mistral.ai, read 2 Nov 2026
- Gemini Embedding 001 GoogleOn 14 May 2028. What Google offers instead: gemini-embedding-2.Source: ai.google.dev, read 19 Oct 2026
- ChatGPT Library (Pro, Business, Enterprise accounts with Space) OpenAINo date given yet. What OpenAI offers instead: Space. Our review.Source: help.openai.com, read 19 Oct 2026
- Custom GPTs in ChatGPT (all plans) OpenAINo date given yet. What OpenAI offers instead: plugins. Our review.Source: help.openai.com, read 19 Oct 2026
- Gems in the Gemini app (moved into Skills) GoogleNo date given yet. What Google offers instead: Skills. Our review.Source: gemini.google, read 19 Oct 2026
Gone in the last two months
- ChatGPT automatic switching from Instant to Thinking (Plus and Pro) OpenAIGone since 14 Sept 2026. What OpenAI offers instead: pick a reasoning option in the model picker. Our review.Source: help.openai.com, read 19 Oct 2026
- ChatGPT Voice intelligence levels (Instant/Medium/High) OpenAIGone since 9 Sept 2026. What OpenAI offers instead: same model and effort controls as text chat. Our review.Source: help.openai.com, read 19 Oct 2026
Our calls. Worth trying means the evidence beyond the maker's own looks good. Wait means the only evidence so far is the maker's own. Skip means something else does the job better or it is outside what we cover. Act now is a security problem on a tool on our lists. Scores live on each review, not here.
Each review keeps its own score history at the bottom of its page. To get every line here in your feed reader, add the News feed. There is also a feed of new reviews only.