Updated

Gemini 3.6 Flash
Google's workhorse Flash for production-ready code and fast agent loops, ahead of 3.5 Flash.
What is Gemini 3.6 Flash?
Gemini 3.6 Flash is a Google workhorse model released on July 21, 2026.
Google says it beats Gemini 3.5 Flash at coding, knowledge work and multimodal tasks, writes production-ready code with fewer unwanted edits and debugging loops, and takes fewer reasoning steps and tool calls to finish a multi-step workflow. Computer use is a built-in tool. It reads text, images, video, audio and PDFs with a 1M-token context window.
- Provider
- Context window
- 1M tokens
- Input
- Text, Image, Video, Audio, PDF
- Reasoning
- Low, medium, high
- Max output
- 65,536 tokens
- Knowledge cutoff
- March 2026
- Released
- Jul 21, 2026
How Gemini 3.6 Flash performs
Published by Google
Results Google reported for Gemini 3.6 Flash. Each lab runs its own setup, so compare these with other models only inside the same table.
| Benchmark | Score | Setting |
|---|---|---|
| SWE-Bench Pro (Public) | 58.7% | |
| DeepSWE v1.1 | 49% | |
| Terminal-Bench 2.1 | 78% | Terminus-2 harness |
| MLE-Bench | 63.9% | |
| OSWorld-Verified | 83% | |
| CharXiv Reasoning | 85.2% | no tools |
| CharXiv Reasoning | 89.4% | with tools |
| GDM-MRCR v2, 8 needles | 91.8% | 128K, average |
| GDM-MRCR v2, 8 needles | 54% | 1M, pointwise |
Source: deepmind.google
On LMArena
People compare two anonymous answers and vote for the better one. Ranked here against the other chat models you can pick in Super Agent.
Text
#9 of 27 in Super Agent
All text prompts, with style control on. #22 of 418 on the full leaderboard, from 36,102 votes.
- 1Claude Opus 5.51509
- 2Claude Fable 51503
- 3Claude Fable 5.11503
- 4Claude Opus 51491
- 5Gemini 3.7 Flash1490
- 9Gemini 3.6 Flash1483
Coding
#16 of 27 in Super Agent
Text prompts that ask for code. #41 of 413 on the full leaderboard, from 10,357 votes.
- 1Claude Fable 51551
- 2Claude Opus 5.51548
- 3GPT-6 Astra1543
- 4Kimi K31539
- 5Claude Fable 5.11538
- 16Gemini 3.6 Flash1518
WebDev
#20 of 27 in Super Agent
Building working web apps in Code Arena. #48 of 149 on the full leaderboard, from 8,752 votes.
- 1Claude Opus 5.51807
- 2GPT-6 Astra1775
- 3Claude Sonnet 5.51768
- 4GPT-6.1 Sol1749
- 5Claude Fable 5.11743
- 20Gemini 3.6 Flash1538
Math
#7 of 27 in Super Agent
Text prompts with math problems. #13 of 404 on the full leaderboard, from 1,762 votes.
- 1Claude Fable 5.11529
- 2Claude Fable 51521
- 3Claude Opus 51517
- 4GPT-6.1 Sol1513
- 5Claude Opus 5.51512
- 7Gemini 3.6 Flash1504
Hard prompts
#13 of 27 in Super Agent
Complex, multi-part and demanding text prompts. #31 of 418 on the full leaderboard, from 24,129 votes.
- 1Claude Opus 5.51535
- 2Claude Fable 51529
- 3Claude Fable 5.11523
- 4Kimi K31516
- 5Claude Opus 51515
- 13Gemini 3.6 Flash1501
Creative writing
#7 of 27 in Super Agent
Stories, poems and other original writing. #15 of 416 on the full leaderboard, from 7,584 votes.
- 1Claude Opus 5.51520
- 2Claude Fable 51501
- 3Gemini 3.7 Flash1492
- 4Claude Fable 5.11487
- 5Gemini 3.1 Pro Preview1481
- 7Gemini 3.6 Flash1471
Vision
#11 of 23 in Super Agent
Prompts that include images, with style control on. #26 of 167 on the full leaderboard, from 8,979 votes.
- 1Claude Fable 51309
- 2Gemini 3.7 Flash1295
- 3GPT-6.1 Sol1294
- 4Claude Opus 5.51293
- 5Claude Opus 51288
- 11Gemini 3.6 Flash1282
Source: LMArena, leaderboard published . Scores move as new votes come in.
What you can do with Gemini 3.6 Flash
Production-ready code with fewer unwanted edits, according to Google
Fewer reasoning steps and tool calls per workflow than 3.5 Flash
Built-in computer use tool
Accepts video, audio, images and PDFs as well as text
How to prompt Gemini 3.6 Flash
- Ask for changes to existing code; Google says it makes fewer unwanted edits.
- Give it explicit design guidelines when layout matters.
- Keep effort on low for speed and raise it for multi-step plans.
Where Gemini 3.6 Flash fits best
Code changes that should stay small
Fast agent loops
Questions about clips or audio
Long documents up to 1M tokens
How Gemini 3.6 Flash compares
| Model | LMArena text | LMArena coding | Context window | Reasoning |
|---|---|---|---|---|
| Gemini 3.6 Flash | 1483#22 | 1518#41 | 1M tokens | Low, medium, high |
| Claude Opus 4.8 | 1482#25 | 1533#18 | 1M tokens | Off to max |
| GPT 5.6 Sol | 1485#21 | 1534#17 | 1.05M tokens | Off to max |
| GLM-5.3 | 1481#26 | 1521#33 | 1M tokens | Low, medium, high, max |
| GPT-6.1 Sol | 1480#27 | 1537#14 | 1.05M tokens | Low to max |
Good to know before you start
- Google calls 3.6 Flash a previous-generation model; Gemini 3.8 Flash is its newest Flash
- Google notes reviewers preferred earlier models for visual layout and styling, so give it design rules
- In Super Agent, reasoning runs from low to high only
Start chatting with Gemini 3.6 Flash
Chat with Gemini 3.6 Flash in Super AgentSelect Gemini 3.6 Flash
Open Super Agent on Flashloop and choose Gemini 3.6 Flash in the model picker.
Enter your prompt
Ask for what you need: an answer, a plan, or the images and videos you want the agent to make.
Send and keep going
Send the message. Gemini 3.6 Flash answers in Super Agent and runs any generations you asked for.
Questions about Gemini 3.6 Flash
What is Gemini 3.6 Flash designed for?
Coding, knowledge work and agent loops. Google says it writes production-ready code with fewer wasted steps than Gemini 3.5 Flash.
What inputs does Gemini 3.6 Flash accept?
It takes text, images, video, audio and PDFs, up to 1M tokens of context.
Which reasoning levels does Gemini 3.6 Flash support?
Low, medium and high. Super Agent starts it at low.
Gemini 3.6 Flash or Gemini 3.7 Flash?
Gemini 3.7 Flash is the newer of the two. Google says it writes more accurate code on the first pass than 3.6 Flash. Gemini 3.6 Flash is listed under All models.
More chat models on Flashloop
Claude Opus 4.8Anthropic's Opus 4.8, about four times less likely than Opus 4.7 to let flaws in its code pass unremarked.
GPT 5.6 SolThe GPT-5.6 flagship from OpenAI, with stronger computer use and the first max effort setting.
GLM-5.3Z.ai's open-weight, text-only model for long coding runs and security work, with 1M context.
GPT-6.1 SolOpenAI's GPT-6 Sol upgrade, close to GPT-6 Astra on agentic coding and computer use for far less.