Compare product launches

Lead

Compare product attention over the first 12 weeks of observed activity.

Week 1 begins at each product’s first observed activity, with its tracking date used when no activity is available. This may differ from its official launch date.

Companies and products

Companies scope the product catalog. Activity includes all eligible publishers. Products with shared owners count once.

TypeSafe AI
Deepgram
Google Cloud
4 of 6 products selected

Show: Mentions · Display: Cumulative · Window: First 12 weeks · Product-owner content included.
Public normalized data includes Blog, X / Twitter, and YouTube.

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Mentions · Cumulative

Normalized data through Oct 12, 2026. Each week spans seven days from that product’s comparison start. Hollow points mark partial weeks; they contain recorded data only.

View week-by-week tables

Product summary

Totals cover the displayed window, including its partial week. Averages, peaks, and latest changes use completed weeks only. Products may have different amounts of completed history.

ProductComparison startCompleted weeksPartial progress MentionsItemsDistinct companiesAvg mentions / completed weekPeak completed weekLatest completed-week change
Deepgram — Deepgram Aura-2 Apr 15, 2025
First observed data
12 — 93132 7.8 Week 1
82 mentions
—
Google Cloud — Gemini 3.7 Flash Aug 3, 2026
First observed data
10 Week 11
1 of 7 days
2347327 23.4 Week 2
81 mentions
-20.0%
Google Cloud — Gemini 3.8 Flash Sep 2, 2026
First observed data
5 Week 6
6 of 7 days
4757631 90.8 Week 4
251 mentions
-78.5%
TypeSafe AI — Jev Sep 15, 2026
First observed data
4 — 3,287388104 821.8 Week 2
1,282 mentions
-43.6%

Source breakdown

ProductBlogX / TwitterYouTube
MentionsItemsDistinct companiesMentionsItemsDistinct companiesMentionsItemsDistinct companies
Deepgram — Deepgram Aura-28682541211
Google Cloud — Gemini 3.7 Flash1292315974816822
Google Cloud — Gemini 3.8 Flash37138167732202764
TypeSafe AI — Jev2,70812965293211682864822

Week-by-week detail

Deepgram — Deepgram Aura-2
Deepgram — Deepgram Aura-2 · Mentions · Cumulative
Launch weekActual datesStatusMentionsItemsDistinct companiesCumulative mentionsMention growth
Week 1Apr 15, 2025 – Apr 21, 2025 Completed 825282 —
Week 2Apr 22, 2025 – Apr 28, 2025 Completed 43286 -95.1%
Week 3Apr 29, 2025 – May 5, 2025 Completed 00086 -100.0%
Week 4May 6, 2025 – May 12, 2025 Completed 11187 —
Week 5May 13, 2025 – May 19, 2025 Completed 00087 -100.0%
Week 6May 20, 2025 – May 26, 2025 Completed 11188 —
Week 7May 27, 2025 – Jun 2, 2025 Completed 00088 -100.0%
Week 8Jun 3, 2025 – Jun 9, 2025 Completed 11189 —
Week 9Jun 10, 2025 – Jun 16, 2025 Completed 42193 300.0%
Week 10Jun 17, 2025 – Jun 23, 2025 Completed 00093 -100.0%
Week 11Jun 24, 2025 – Jun 30, 2025 Completed 00093 —
Week 12Jul 1, 2025 – Jul 7, 2025 Completed 00093 —
Google Cloud — Gemini 3.7 Flash
Google Cloud — Gemini 3.7 Flash · Mentions · Cumulative
Launch weekActual datesStatusMentionsItemsDistinct companiesCumulative mentionsMention growth
Week 1Aug 3, 2026 – Aug 9, 2026 Completed 4114 —
Week 2Aug 10, 2026 – Aug 16, 2026 Completed 81301485 1925.0%
Week 3Aug 17, 2026 – Aug 23, 2026 Completed 47167132 -42.0%
Week 4Aug 24, 2026 – Aug 30, 2026 Completed 5076182 6.4%
Week 5Aug 31, 2026 – Sep 6, 2026 Completed 17103199 -66.0%
Week 6Sep 7, 2026 – Sep 13, 2026 Completed 622205 -64.7%
Week 7Sep 14, 2026 – Sep 20, 2026 Completed 000205 -100.0%
Week 8Sep 21, 2026 – Sep 27, 2026 Completed 211207 —
Week 9Sep 28, 2026 – Oct 4, 2026 Completed 1533222 650.0%
Week 10Oct 5, 2026 – Oct 11, 2026 Completed 1233234 -20.0%
Week 11Oct 12, 2026 – Oct 12, 2026 Partial · 1 of 7 days 000234 -100.0%
Partial week
Google Cloud — Gemini 3.8 Flash
Google Cloud — Gemini 3.8 Flash · Mentions · Cumulative
Launch weekActual datesStatusMentionsItemsDistinct companiesCumulative mentionsMention growth
Week 1Sep 2, 2026 – Sep 8, 2026 Completed 41201441 —
Week 2Sep 9, 2026 – Sep 15, 2026 Completed 86138127 109.8%
Week 3Sep 16, 2026 – Sep 22, 2026 Completed 2233149 -74.4%
Week 4Sep 23, 2026 – Sep 29, 2026 Completed 2512211400 1040.9%
Week 5Sep 30, 2026 – Oct 6, 2026 Completed 541110454 -78.5%
Week 6Oct 7, 2026 – Oct 12, 2026 Partial · 6 of 7 days 2175475 -61.1%
Partial week
TypeSafe AI — Jev
TypeSafe AI — Jev · Mentions · Cumulative
Launch weekActual datesStatusMentionsItemsDistinct companiesCumulative mentionsMention growth
Week 1Sep 15, 2026 – Sep 21, 2026 Completed 97611641976 —
Week 2Sep 22, 2026 – Sep 28, 2026 Completed 1,282137532,258 31.4%
Week 3Sep 29, 2026 – Oct 5, 2026 Completed 65888472,916 -48.7%
Week 4Oct 6, 2026 – Oct 12, 2026 Completed 37147283,287 -43.6%

Recent matching content

Latest 50 matching items across selected products and their displayed windows. Items mentioning several products appear once.

ContentProductsSourcePublisherDate
I Spent 3 Hours Making a Free Jev Clone 5x FasterTypeSafe AI — JevYouTubeFirecrawlOct 12, 2026
Jev AI: revisit the ideas you couldn't buildTypeSafe AI — JevYouTubeCodeRabbitOct 11, 2026
Jev speculative prompting: ask your questions in parallelTypeSafe AI — JevYouTubeCodeRabbitOct 10, 2026
Red Hat Tested Jev and the Results Are Awkward...TypeSafe AI — JevYouTubeBetter StackOct 10, 2026
This 125B AI Model Runs 5x Faster on My PC Than in the Cloud (Using Strata)Google Cloud — Gemini 3.8 FlashYouTubeBetter StackOct 10, 2026
Generative UI: what if software adapted to people?TypeSafe AI — JevYouTubeCodeRabbitOct 9, 2026
Jev AI Makes Zapier Automations Smarter - Here's HowTypeSafe AI — JevYouTubeZapierOct 9, 2026
Build great out-of-the-box user experiences with Managed Deep AgentsTypeSafe AI — JevBlogLangChainOct 9, 2026
Leading the System One Mosaic Benchmark: What Darwin-27B-ZTC-v2's #1 MeansTypeSafe AI — JevBlogHugging FaceOct 9, 2026
Audio, Decision, Composition: Five Open-Source Jev ProjectsTypeSafe AI — JevBlogDeepgramOct 9, 2026
Introducing Open Intelligent UI: the Open-Source Alternative to ChatGPT's Intelligent UITypeSafe AI — JevBlogCopilotKitOct 9, 2026
Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flashTypeSafe AI — JevBlogCloudflareOct 9, 2026
Roundup: Personal agents, AI policy, GPT-6.1 Astra, and Jev decision modelsTypeSafe AI — JevYouTubedbtOct 8, 2026
RT @hwchase17: Sam on where decision models fit in a harness and how to use Jev with LangChain https://t.co/TgYoOiLJXd https://t.co/pRYM…TypeSafe AI — JevX / TwitterLangChainOct 8, 2026
RT @jaminball: Next up on First Pass: a conversation with @samecrowder from @LangChain on decision models. Jev from @typesafeai took t…TypeSafe AI — JevX / TwitterLangChainOct 8, 2026
We tested Mercury Decide, a new model from @_inception_ai, on the same benchmark we used for TypeSafe's Jev. It matched frontier accuracy on claim verification at the lowest cost we have measured so far. https://t.co/ySk0Z4E23oTypeSafe AI — JevX / TwitterValsOct 8, 2026
Real-time AI with Jev: a teleprompter that listensTypeSafe AI — JevYouTubeCodeRabbitOct 8, 2026
GPT-6 Luna is the fastest Decisions model today, at 180ms on global requests 🏁 Followed by Jev and Perplexity Decider: https://t.co/WD9xIYT9PFTypeSafe AI — JevX / TwitterOpenRouterOct 8, 2026
RT @erik_kokalj: openai just released Decisions API, Jev-like "system 1" multi-modal model based on GPT6 Luna! Each egg gets cropped and s…TypeSafe AI — JevX / TwitterRoboflowOct 8, 2026
An Evaluation of Inception's Mercury DecideTypeSafe AI — JevBlogValsOct 8, 2026
sudo L7: Can Coding Agents Act Like Staff Engineers?Google Cloud — Gemini 3.8 FlashBlogSurge AIOct 8, 2026
The Outer Loop, Insights First: An Ambient Quality Agent That Diagnoses Your Production AgentGoogle Cloud — Gemini 3.7 FlashGoogle Cloud — Gemini 3.8 FlashBlogGoogle CloudOct 8, 2026
How to evaluate a decision model before you trust itTypeSafe AI — JevBlogAstronomerOct 8, 2026
Jevjitsu: Or, How We Tried Generalized Classifiers on EverythingTypeSafe AI — JevBlogQdrantOct 8, 2026
🤖 LeRobot Trains on Lance, 🦾 Mining Robot Fleet Data Demo, 🔍 Vector Search at 10B ScaleTypeSafe AI — JevBlogLanceDBOct 8, 2026
The Technology Stack Behind AI Avatars in EducationGoogle Cloud — Gemini 3.8 FlashBlogAgoraOct 8, 2026
We benchmarked 8 decision models across hallucination detection, 13 @ArizePhoenix evaluator suites, and agent routing. The top decision models are a commodity on accuracy. Jev, Clef 27B and Liquid sit within a point of each other on hallucination, and within the noise of an LLM judge that costs 60 to 400 times more. Full benchmark: https://t.co/CO4UnofVAgTypeSafe AI — JevX / TwitterArizeOct 7, 2026
We Added Jev as a Reranker. Here's What We Learned. Hindsight 0.10.1 adds Jev as a reranker provider. Jev is an unusual model: it produces no text at all. You send it a passage and a typed question, and you get back a typed answer with a calibrated probability. TypeSafe calls this class of thing a System One model, after Kahneman's fast, automatic kind of thinking. That shape is a good fit for reranking, which is not a writing task. There is a pile of candidate memories and a question about which ones matTypeSafe AI — JevX / TwitterVectorizeOct 7, 2026
Jev launched on a Thursday. By Sunday, the @TypeSafeAI team had served a trillion tokens with no signs of slowing down. Learn how they scaled Jev on Modal. https://t.co/VWhu5clep7TypeSafe AI — JevX / TwitterModalOct 7, 2026
You can now train your own Decision model like Jev locally! We increased Qwen3.5 0.8B’s aggregate accuracy from 20.7% to 74.3% across 3 decision benchmarks - on just 4GB VRAM. Turn any LLM like Qwen3.8, Gemma 4 into decision models with our open-source Unsloth repo. We fine-tuned with a Clef head using Unsloth and LoRA (r=64) for one epoch, increasing downstream accuracy from 30–37% to 78%. GitHub: https://t.co/2kXqhhvLsb Guide and Notebooks: https://t.co/qACsYehl1nTypeSafe AI — JevX / TwitterUnslothOct 7, 2026
Today we're announcing OpenDocRouter: every model for document parsing under one API. There are ~4,000 OCR models on Hugging Face, and the frontier labs ship a new one nearly every month. Whatever's best for your docs today won't be by Q1. So stop asking which model to use for doc parsing. Ask how fast you can switch. ✅ Switch models in one line: same request, same markdown output, no new prompts or integrations ✅ Any model you want: 10 frontier and open-source models at launch, including Claude Opus 5.5Google Cloud — Gemini 3.8 FlashX / TwitterLlamaIndexOct 7, 2026
RT @liran_tal: playing an idea that unifies Jev for classifying vulnerabilities and security scanners like Snyk what if I'd built this vul…TypeSafe AI — JevX / TwitterSnykOct 7, 2026
Introducing OpenDocRouter: Call any OCR model in a single line of codeGoogle Cloud — Gemini 3.8 FlashYouTubeLlamaIndexOct 7, 2026
Jev AI: why send machine decisions through text?TypeSafe AI — JevYouTubeCodeRabbitOct 7, 2026
AI NPCs you can actually talk to — Unreal Engine 5 + Pipecat C++ SDKTypeSafe AI — JevYouTubeDailyOct 7, 2026
Managed Deep Agents v0.9: schedules, per-run configuration, and Slack reactionsTypeSafe AI — JevBlogLangChainOct 7, 2026
What today's software owes to Bronze Age clocksTypeSafe AI — JevBlogPlanetScaleOct 7, 2026
Introducing OpenDocRouter: every document model under one APIGoogle Cloud — Gemini 3.8 FlashBlogLlamaIndexOct 7, 2026
Decision model benchmark: Jev, Kev, Liquid d1, and moreTypeSafe AI — JevBlogArizeOct 7, 2026
Run and route AI workloads in your own cloud with Chalk Model GatewayTypeSafe AI — JevBlogChalkOct 7, 2026
You may know him as "the Jev guy" At Runtime, @CompleteSkeptic shared how @typesafeai's Jev hit a trillion tokens a day by its first weekend, and what developers are building with it. He also explained why benchmarks hurt the industry, and why he thinks the "software is over" era is ending and a SaaSapalooza is beginning.TypeSafe AI — JevX / TwitterModalOct 6, 2026
jev: on | Diogo Almeida founder of Typesafe AI, Runtime 2026TypeSafe AI — JevYouTubeModalOct 6, 2026
Can a model that doesn’t generate text compete with frontier LLMs? We independently tested TypeSafe’s Jev against 11 other models. On 400 claim-verification questions, it matched GPT-6 Astra’s 97.5% accuracy at ~1/500th the cost. https://t.co/VwBG6cX1gjTypeSafe AI — JevX / TwitterValsOct 6, 2026
How to Build a Model Router in the HarnessTypeSafe AI — JevYouTubeLangChainOct 6, 2026
Jev AI explained: a smarter if-statementTypeSafe AI — JevYouTubeCodeRabbitOct 6, 2026
Tip 💡 compare features and usage of Clef, Jev, & 10 other decision models Use the Compare page: https://t.co/jmC2bSw0HS https://t.co/3FyFznmKcQTypeSafe AI — JevX / TwitterOpenRouterOct 6, 2026
Ask an LLM judge a yes/no question and it often writes you a paragraph. Then you parse it for the answer. Jev-as-a-Judge in Arize AX answers in types: booleans, choices and rubric scores, each with a confidence, several questions per call. Set it up: https://t.co/w5BSCBjohC https://t.co/QxoNKezlePTypeSafe AI — JevX / TwitterArizeOct 6, 2026
Generative UI Night III | WorkOS x CopilotKitTypeSafe AI — JevYouTubeCopilotKitOct 6, 2026
RT @HKrackDev: @allietheicon explains Jev as an intelligence-infused logic gate and why that opens up code paths that were too difficult to…TypeSafe AI — JevX / TwitterCodeRabbitOct 6, 2026
What If Your AI App Didn’t Need All Those Services?TypeSafe AI — JevBlogHarperOct 6, 2026