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GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
Gemini 3.1 Pro
by Google
CLOSEDHOSTEDAPILONG CONTEXTPAIDREASONING
RANKED #43 OF 318 ASSISTANTS · OVERALL #59 OF 493 RANKED · VIBE SCORE 6.4 · 2,640 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation.
HAPPY8.8
296 mentions
SAD6.2
325 mentions
VIBE TRAJECTORY
26 weeks · 2,434 voices in this window
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
HOW TO USE IT
Closed model. Google hosts it, so you use it through an app or an API.
PREFER OPEN SOURCE? THE CROWD HAS PICKS
Gemini 3.1 Pro is closed, so you rent it. These open-weight models can genuinely stand in for it. Download once, own forever.
- OPEN WEIGHTS7.5
Qwen3.8 27BAlibabaTop open multimodal model offering strong coding and vision for local deployment.🏆 NEAR-PEER QUALITY💻 STRONG AT CODE🔒 PRIVATE & OFFLINE21.4k VOICESMATCH★★★ - OPEN WEIGHTS7.2
DeepSeek V4 Flash Vision ExpDeepSeekCost-effective vision and text processing with rapid response speeds.💸 COST EFFICIENT⚡ FAST🏆 NEAR-PEER QUALITY5.5k VOICESMATCH★★★ - OPEN WEIGHTS7.4Qwen3.8 FlashAlibabaHigh throughput and low latency for everyday multimodal workflows.💸 COST EFFICIENT⚡ FAST❤️ CROWD FAVORITE8.3k VOICESMATCH★★★
WHAT THE INTERNET SAYS
People are mostly frustrated with Gemini 3.1 Pro right now. Biggest praise: help with code. Biggest gripe: working when you need it.
2390 POSTS · 250 COMMENTS · HACKER NEWS · X · GITHUB · REDDIT · BLUESKY · DEV.TO · LEMMY · DEV FORUMS · BLOG
PEOPLE LOVE
- Popular for coding help (14 mentions)
- People feel it is worth the money (8 mentions)
- Answers come back fast (6 mentions)
- Good at writing and wording things (4 mentions)
PEOPLE COMPLAIN ABOUT
- Outages, errors, or limits get in the way (15 mentions)
- Refuses or lectures more than people like (13 mentions)
- Sometimes makes things up (11 mentions)
TOPIC BY TOPIC
- Help with codeMOSTLY POSITIVE
14 thumbs up · 10 thumbs down
- Working when you need itA SORE SPOT
1 thumbs up · 15 thumbs down
- PriceMOSTLY POSITIVE
8 thumbs up · 6 thumbs down
- Getting facts rightA SORE SPOT
3 thumbs up · 11 thumbs down
- Saying no too muchA SORE SPOT
1 thumbs up · 13 thumbs down
- SpeedPEOPLE LOVE THIS
6 thumbs up · 2 thumbs down
- WritingMOSTLY POSITIVE
4 thumbs up · 2 thumbs down
IN THEIR OWN WORDS
- FROM DEV.TO >
“I Stopped Using Gemini 3.1 Pro for Agentic Coding — Why I Moved to Gemini 3.7 Flash High Mode.”
- FROM REDDIT >
“Gemini 3.1 Pro Preview – Has Google finally fixed the hallucination problems they had?.”
- FROM BLUESKY >
“This is a local model that beats Gemini 3.1 Pro, can run locally on a Mac with 32GB of RAM, and has no guardrails.”
- FROM REDDIT >
“First time using Gemini 3.1 Pro and it instantly nuked $6 worth of my work.”
- FROM REDDIT >
“Gemini 3.1 Pro still beats 3.8 Flash Extended in my use case, metadata writing..”
LOOKING FOR AN ALTERNATIVE?
Checked picks first: tags say why you would switch, stars say how fully each one stands in for Gemini 3.1 Pro.
Grok 4.6> SOURCES (12)
- REDDIT · 2026-02-19 · 2298 UPVOTESGoogle releases Gemini 3.1 Pro with Benchmarks
Google releases Gemini 3.1 Pro with Benchmarks
- HACKER NEWS · 2026-02-19 · 963 UPVOTESGemini 3.1 Pro
Gemini 3.1 Pro
- REDDIT · 2026-02-19 · 787 UPVOTESGemini 3.1 Pro makes a NMS style space exploration game
Gemini 3.1 Pro makes a NMS style space exploration game
- REDDIT · 2026-02-19 · 724 UPVOTESGoogle just dropped Gemini 3.1 Pro. Mindblowing model.
Google just dropped Gemini 3.1 Pro. Mindblowing model.
- REDDIT · 2026-02-20 · 519 UPVOTES(Sound on) Gemini 3.1 Pro surpassed every expectation I had for it. This is a game it made after a few hours of back and forth.
(Sound on) Gemini 3.1 Pro surpassed every expectation I had for it. This is a game it made after a few hours of back and forth.
- REDDIT · 2026-03-02 · 505 UPVOTESDeepseek V4 - All Leaks and Infos for the Release Day - Not Verified!
Deepseek V4 - All Leaks and Infos for the Release Day - Not Verified!
- REDDIT · 2026-07-19 · 483 UPVOTESI distilled the leaked Claude Fable 5 system prompt into a clean, universal 500-token Markdown engine for ChatGPT and Gemini. No bloat.
I distilled the leaked Claude Fable 5 system prompt into a clean, universal 500-token Markdown engine for ChatGPT and Gemini. No bloat.
- REDDIT · 2026-02-19 · 478 UPVOTESGemini 3.1 Pro is lowkey good
Gemini 3.1 Pro is lowkey good
- REDDIT · 2026-02-19 · 476 UPVOTESGemini 3 Pro vs Gemini 3.1 Pro
Gemini 3 Pro vs Gemini 3.1 Pro
- REDDIT · 2026-02-21 · 440 UPVOTESGemini 3.1 Pro created this isometric 3D scene ... Using only svg components
Gemini 3.1 Pro created this isometric 3D scene ... Using only svg components
- REDDIT · 2026-02-19 · 406 UPVOTESGemini 3.1 Pro one-shots a Windows 11-style web OS (early beta, prompt below)
Gemini 3.1 Pro one-shots a Windows 11-style web OS (early beta, prompt below)
- REDDIT · 2026-02-19 · 375 UPVOTESGemini 3.1 Pro released
Gemini 3.1 Pro released