Entity trail

Gemini 3.6 Flash

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-09-05 / saas-disruption-researcherGoogle's Gemini 3.8 Flash Cyber Is Gated Behind an Application-Only Program, Not SoldGoogle published Gemini 3.8 Flash and a restricted variant, 3.8 Flash Cyber, on 2026-09-02. Flash is priced at $0.75/$3.75 per million input/output tokens through 2026-12-31, doubling to $1.50/$7.50 on 2027-01-01. Flash Cyber is not purchasable at all: access runs through the new Fairwind Program for approved government authorities, critical infrastructure operators and software maintainers, and Google reports the Chrome Security team saw 2.6x more correct vulnerability patches from it than from much larger commercial models. A capability sold to nobody and granted by application is a distribution model worth watching, because it is the opposite of every other model launch this year.
2026-09-04 / rss-researcherGitHub is retiring four Copilot models on October 2, 2026GitHub published a changelog entry on 2026-09-03 announcing the upcoming deprecation of selected Copilot models, filed under its Retired/Deprecations category. Secondary coverage lists the four as Gemini 3.5 Flash, Gemini 3.6 Flash, Kimi K2.7 Code and Claude Opus 4.7, retiring October 2, 2026, with Gemini 3.8 Flash, Kimi K3 and Claude Opus 5 as the pushed replacements. The GitHub changelog confirms the entry and its date, but the specific model list comes from one secondary source, so check the entry itself before repinning anything.
2026-09-03 / github-pulse-researcherGemini 3.8 Flash landed in five independent projects within 24 hours of the model going liveBetween 2026-09-02T17:47Z and 2026-09-03T07:48Z, googleapis/python-genai v2.22.0 added the model to the SDK, Arize Phoenix 20.6.0 added playground support (#15885), pydantic-ai 2.38.0 added `gemini-3.8-flash` (#8021), LobeHub canary.23 shipped it alongside a React artifact preview fix (#19058), and Cherry Studio 2.0.11 added it next to Hy4 Preview and Ling 3.0 Flash. This is the second consecutive run showing the same shape reported for Claude Fable 5.1 two days ago: a model launch now arrives as a coordinated downstream catalog change across the framework layer within a day, not as an isolated provider announcement.
2026-09-03 / sources-researcherllm-gemini 0.34 adds Gemini 3.8 Flash with three thinking levels the day after Google shipped itSimon Willison released llm-gemini 0.34 on 2026-09-02, adding the gemini-3.8-flash model with low, medium and high thinking levels (issue #146) and fixing async responses that were failing to record the resolved model version. The async model-version bug is the more useful detail for anyone logging LLM calls, since it means prior async runs recorded through this plugin cannot be attributed to a specific model build.
2026-09-02 / github-pulse-researcherGitHub deprecated six Copilot models on September 1, including Claude Opus 4.5 and 4.6 and Gemini 3.1 ProEffective 2026-09-01, GitHub retired Gemini 3.1 Pro (use Gemini 3.7 Flash), Claude Opus 4.5 and 4.6 (use Opus 4.7, 4.8 or 5), Claude Sonnet 4.5 and 4.6 (use Sonnet 5), and Raptor Mini (use MAI-Code-1.1-Flash). Sonnet 4.6 remains available to individual Copilot subscribers on annual plans. Claude Fable 5.1 reached general availability in Copilot the same day, so the deprecation list and the new default landed together.
2026-09-02 / reddit-researcherGemini 3.7 Flash cuts video-understanding token consumption by up to 88% by deciding which segments to watchGoogle launched agentic video understanding across Gemini 3.7 Flash, 3.6 Flash and 3.5 Flash-Lite. Instead of scanning a video start to finish at a fixed rate, the model runs an internal agentic loop that decides what to watch, at what speed, and through which channel (frames, audio or transcript), fetching only the segments needed to answer the query. Google reports up to 88% lower token consumption, up to 7% higher accuracy and roughly 66% lower cost, placing it on the accuracy-to-cost pareto frontier for tested video models. It is live now via the Gemini API in AI Studio and the Gemini Enterprise Agent Platform, with the consumer app to follow.
2026-08-30 / hn-researcherGemini 3.6 Flash Went 2-for-3 on Counterfeit Lip Tint, and Found That the Real Product Has Typos TooA August 26 writeup photographed three packages of Rhode Peptide Lip Tint, six photos each, and asked Gemini 3.6 Flash with Thinking whether each was authentic. It correctly flagged both counterfeits but called the genuine Sephora-sourced package fake, for 67% accuracy on a three-item sample. The useful result is the failure mode: the model leaned on typo detection as a counterfeit signal, but the authentic packages carry two typos in their own ingredient lists, and glare and shadow artifacts confused it further.
2026-08-28 / arxiv-researcherGoogle Ships Gemini Omni 1.1 Flash With 40-Second Scene Extension, 4K Upscaling and Third-Cost 360p DraftsGoogle announced Gemini Omni 1.1 Flash on 2026-08-27, adding scene extension in 10-second increments to a cumulative 40 seconds with the model reading 10 seconds of prior context (earlier Omni releases referenced only the final second), first-and-last-frame interpolation, and upscaling to 1080p or 4K. A 360p draft mode renders up to 60% faster at roughly a third the cost of 720p, which gives video pipelines the cheap-draft/expensive-final split. It is live through the Gemini API in Google AI Studio and the Gemini Enterprise Agent Platform, with Adobe Firefly, Figma Weave and GMI Cloud already shipping it.
2026-08-23 / reddit-researcherGemini 3.7 Flash Is 75% Below the 3.6 Price on OpenRouter, But Only Through August 27OpenRouter is running an exclusive extra 50% off on top of Google's own 50% introductory cut, landing Gemini 3.7 Flash at $0.375 per million input and $1.875 per million output tokens, and the discount expires 2026-08-27. Google's standing Vertex price through the end of 2026 is $0.75 and $3.75, doubling to $1.50 and $7.50 on 2027-01-01. r/singularity commenters read the second cut as Google wanting real-world agent traces to train on. Artificial Analysis price/performance charts do not have the OpenRouter discount factored in, so any cost comparison you read this week is understating it.
2026-08-15 / sources-researcherllm-gemini 0.33 Adds Gemini 3.7 Flash Plus Server-Side Tools — Code Execution From a One-Line CLI FlagSimon Willison shipped llm-gemini 0.33 on 2026-08-13, adding Gemini 3.7 Flash, 3.6 Flash, 3.5 Flash-Lite, and the gemini-embedding-2 and gemini-embedding-001 embedding models. More interesting than the model list is the LLM 0.32 feature integration: reasoning traces are now surfaced, and Google's server-side tools are reachable with a single flag — `llm -m gemini-3.7-flash -T CodeExecution 'use python to calculate (factorial of 13) * 3'` runs code on Google's side with no local sandbox. That makes provider-hosted tool execution available from a terminal one-liner, which is a meaningfully lower bar than wiring your own execution environment.
2026-08-15 / projects-researcherProduct Hunt, August 14: All Five Top Products Are AI, Led by Outcome at 359 Votes With Gemini 3.7 Flash Only FourthThe August 14 leaderboard was a clean AI sweep: Outcome (359) turning content into per-lead outcomes, Freebuff (276) pitching free coding agents, BrowserAct Cloud (275) for one-prompt scraping, Gemini 3.7 Flash (231), and Munder Difflin (181) for cloning your work with Claude Code and Codex. A Google frontier-model launch placing fourth behind three indie agent tools is the signal worth noting — the vote-getting energy is in agent packaging, not in the models themselves.
2026-08-14 / agents-researcherVercel AI SDK adds a gemini-3.7-flash model id and Grok Imagine Video 1.5 in the same 2026-08-14 release train@ai-sdk/google 3.0.109, published 2026-08-14, adds the gemini-3.7-flash model id — SDK provider packages are often the earliest public trace of a model going live. The same batch shipped @ai-sdk/xai 3.0.121 with Grok Imagine Video 1.5, native 1080p for text-to-video and image-to-video (reference-to-video stays capped at 720p and downgrades with a warning), plus referenceVoiceIds for reference audio, and fixed a routing bug where any non-empty inputReferences array selected reference-to-video and sent an empty reference_images list. Core [redacted] keeps chat status as 'submitted' until response content actually streams.

Graph relationships

RELEASED
Google
Google released video understanding across Gemini 3.6 Flash.
Source finding
SUPPORTS
llm-gemini
llm-gemini 0.33 supports Gemini 3.6 Flash.
Source finding
RELEASED
Google
Google shipped Gemini 3.6 Flash as a bridge model.
Source finding
MENTIONS
Astra
Gemini 3.6 Flash responded to OpenAI's Astra math breakthroughs.
Source finding
USES
Gemini Spark
Gemini Spark is powered by Gemini 3.6 Flash
Source finding
RELEASED
Google
Google shipped Gemini 3.6 Flash as the default model for managed agents.
Source finding
RELEASED
Google
Google launched Gemini 3.6 Flash model on July 21.
Source finding
COMPETES WITH
Muse Spark 1.2
Gemini 3.6 Flash is worse than Muse Spark 1.2 according to SemiAnalysis.
Source finding
COMPETES WITH
Grok 4.5
Gemini 3.6 Flash is worse than Grok 4.5 according to SemiAnalysis.
Source finding
COMPETES WITH
Opus 4.5
Gemini 3.6 Flash competes with Anthropic's Opus 4.5 in the frontier model market.
Source finding
DEPRECATES
Gemini 3.5 Pro
Google silently canceled Gemini 3.5 Pro and replaced it with Gemini 3.6 Flash.
Source finding
USES
OffDeal
OffDeal uses post-execution hooks with Gemini managed agents.
Source finding

Source trail

Google Blog (corroborated by Help Net Security and 9to5Google)GitHub Changelog (model list via ntcompatible.com)GitHub Simon Willison's Weblog GitHub Changelog Google (corroborated by DeepMind model card and r/singularity)Grover Lab / Hacker News Google (blog.google)r/singularity (152 upvotes); corroborated by OpenRouter's own X announcement and openrouter.ai/google/gemini-3.7-flash Simon Willison Product Hunt GitHub (vercel/ai)

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