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Google Gemini

Ranked 27 of 72 language models by recommenders

Recommended for strong general knowledge, image and video understanding, multilingual text and cheap fast models. Caveat: many say they are weak at coding and do poorly with agent harnesses.

Recommended for strong general knowledge, image and video understanding, multilingual text and cheap fast models. Caveat: many say they are weak at coding and do poorly with agent harnesses.

68 people gave an opinion

recommend it
35
criticize it
33
approval share
51%
Each figure is one person. RecommendsCriticizes

Recommended in 11 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: recommended
  6. April 2026: not recommended
  7. May 2026: recommended
  8. June 2026: recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 35 people recommend itNeeds 10 or more, met.
  • 1 recommender for every criticNeeds 2 to 1 or better, not met.
  • Recommended in 11 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Strong general knowledge and intelligence

    “Gemini models still have the best intelligence (when asked any questions, most likely to get it right), but in production they still have many failure modes”

    Comment from 28 May 2026 in “Claude Opus 4.8”

    “Gemini models have the best all-around knowledge, they are way above other models in general knowledge”

    Comment from 30 Sep 2026 in “GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price”

    “Gemini models are still good for knowledge as per omniscience benchmarks on artificial analysis”

    Comment from 15 Aug 2026 in “Gemini 3.7 Flash”
  • Strong spatial reasoning

    “where really the only ones fullt grasping spatial reasoning even compared to opus”

    Comment from 13 Aug 2026 in “Gemini 3.7 Flash”

    “Spatial understanding seems to be the best for the price and speed.”

    Comment from 14 Sep 2026 in “Ask HN: What are you working on? (September 2026)”

    “Gemini models are a little bit better about spatial reasoning”

    Comment from 17 Jan 2026 in “We Put Claude Code in Rollercoaster Tycoon”
  • Strong vision and video understanding

    “The frontier model can extremely "ask" a cheap Gemini vision model to give it data from datasheets or specs.”

    Comment from 5 Sep 2026 in “Can AI design circuit boards yet?”

    “Gemini models can process very long videos and provide description with timestamps if asked for.”

    Comment from 2 Dec 2025 in “Mistral 3 family of models released”

    “Gemini models are the least jagged in my experience and have the best image understanding”

    Comment from 22 May 2026 in “Antigravity 2.0 Tops the OpenSCAD Architectural 3D LLM Benchmark”
  • Cheap, fast and good value

    “Gemini models are actually fine for me as an amateur+ I found especially since they have regional pricing”

    Comment from 27 Oct 2026 in “Anthropic S-1”

    “it's performed very well, even the cheaper Gemini models”

    Comment from 29 Aug 2026 in “Our decision on Cursor following its acquisition by SpaceX”

    “Their new models are a pretty good value and crazy fast”

    Comment from 1 Sep 2026 in “Google Antigravity introduces Boost deep reasoning (/boost)”

What people warn about

Each mark is one comment

  • Weak at coding

    “I've found that Gemini models often produce pseudocode that seems good at first glance but is typically wrong or incomplete”

    Comment from 4 Feb 2026 in “Show HN: Ghidra MCP Server – 110 tools for AI-assisted reverse engineering”

    “The gemini models are basically unusable for coding right now, they seem to have gone backwards in capability.”

    Comment from 9 Jun 2026 in “Google/skills: Agent Skills for Google products and technologies”

    “fail to call tools or explore correctly which limits their usefulness for agentic coding”

    Comment from 22 Jun 2026 in “GLM 5.2 vs. Opus”
  • Inaccurate or unreliable in production

    “Gemini models still have the best intelligence (when asked any questions, most likely to get it right), but in production they still have many failure modes”

    Comment from 28 May 2026 in “Claude Opus 4.8”

    “they still felt very late 2024 in terms of hallucination rate”

    Comment from 19 Feb 2026 in “Gemini 3.1 Pro”

    “Generally, they are always less precise and less practically useful than benchmarks suggest.”

    Comment from 1 Oct 2026 in “Gemini 4 Argon”
  • Poor agent harness and tool use

    “Gemini models are really smart, unfortunately they don't play well with any harness”

    Comment from 11 Aug 2026 in “Nvidia Nemotron 3.5 lightning and Nemo Switchyard”

    “Trying to use Gemini models "locally" resulted in a similar "short shrift" of effort resulting in mistakes and lots of turns.”

    Comment from 12 Jun 2026 in “Kimi K2.7-Code: open-source coding model with better token efficiency”

    “fail to call tools or explore correctly which limits their usefulness for agentic coding”

    Comment from 22 Jun 2026 in “GLM 5.2 vs. Opus”
  • Struggles with long complex tasks

    “they couldn't reliably identify specific scenes in a 50K word novel unless I trimmed down the context”

    Comment from 5 Feb 2026 in “Nanobot: Ultra-Lightweight Alternative to OpenClaw”

    “they simply couldn't do the long complex tasks I'd being doing with Anthropic models”

    Comment from 2 Sep 2026 in “Gemini 3.8 Flash and 3.8 Flash Cyber”

Other language models people recommend

The four most recommended other language models, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Google Gemini compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Claude Opus3,3312,74655%134 mo156 owners—
OpenAI GPT1,20598755%136 mo47 owners—
Claude Sonnet85458659%136 mo46 owners—
DeepSeek V4 Flash82822379%81 mo24 ownersApproved
Google GeminiThis page353351%11——
See all 72 language models, ranked

What people said

40 of the 74 comments that mention it, newest first. Each links to the original comment.

“gets to the heart of information faster rather than so much filler”

RecommendsComment from 30 Oct 2026 in “LLM Voice”

“Gemini models are actually fine for me as an amateur+ I found especially since they have regional pricing”

RecommendsComment from 27 Oct 2026 in “Anthropic S-1”

“I recommend comparing what it rewrites to something that Gemini models output”

MixedComment from 25 Oct 2026 in “Listen and read USA nuclear forces Emergency Action Messages, heard on 11175 kHz”

“Only Gemini models can write text that isn't vomit-inducing.”

RecommendsComment from 24 Oct 2026 in “Listen and read USA nuclear forces Emergency Action Messages, heard on 11175 kHz”

“gemini families are the best (highest customer satisfaction)”

RecommendsComment from 13 Oct 2026 in “Gemini 4 Argon”

“the Gemini models had previously been some of the ones I'd liked best in an overall sense”

MixedComment from 13 Oct 2026 in “Gemini 4 Argon”

“Generally, they are always less precise and less practically useful than benchmarks suggest.”

CriticizesComment from 1 Oct 2026 in “Gemini 4 Argon”

“Gemini models have the best all-around knowledge, they are way above other models in general knowledge”

RecommendsComment from 30 Sep 2026 in “GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price”

“Gemini models punch way above their weight in vision tasks”

RecommendsComment from 23 Sep 2026 in “GPT-6 Astra has gained the ability to drive a car”

“Spatial understanding seems to be the best for the price and speed.”

RecommendsComment from 14 Sep 2026 in “Ask HN: What are you working on? (September 2026)”

“The frontier model can extremely "ask" a cheap Gemini vision model to give it data from datasheets or specs.”

RecommendsComment from 5 Sep 2026 in “Can AI design circuit boards yet?”

“they simply couldn't do the long complex tasks I'd being doing with Anthropic models”

CriticizesComment from 2 Sep 2026 in “Gemini 3.8 Flash and 3.8 Flash Cyber”

“If anything, gemini models are the least benchmaxxed out of any lab, IMO.”

RecommendsComment from 2 Sep 2026 in “Gemini 3.8 Flash and 3.8 Flash Cyber”

“Their new models are a pretty good value and crazy fast”

RecommendsComment from 1 Sep 2026 in “Google Antigravity introduces Boost deep reasoning (/boost)”

“it's performed very well, even the cheaper Gemini models”

RecommendsComment from 29 Aug 2026 in “Our decision on Cursor following its acquisition by SpaceX”

“Gemini and other SOTA VLMs are expensive and inaccurate, and therefore unsuitable”

CriticizesComment from 20 Aug 2026 in “GPT 5.6 Sol is the best "vision" model OpenAI ever released”

“Gemini models are still good for knowledge as per omniscience benchmarks on artificial analysis”

RecommendsComment from 15 Aug 2026 in “Gemini 3.7 Flash”

“where really the only ones fullt grasping spatial reasoning even compared to opus”

RecommendsComment from 13 Aug 2026 in “Gemini 3.7 Flash”

“Gemini models are really smart, unfortunately they don't play well with any harness”

MixedComment from 11 Aug 2026 in “Nvidia Nemotron 3.5 lightning and Nemo Switchyard”

“Gemini models are at or near the top in several categories”

RecommendsComment from 25 Jul 2026 in “Opus 5 is currently #1 on Artificial Analysis Intelligence Leaderboard”

“no other models in the world can keep up with the multilang support like gemini models”

RecommendsComment from 22 Jul 2026 in “Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber”

“fail to call tools or explore correctly which limits their usefulness for agentic coding”

CriticizesComment from 22 Jun 2026 in “GLM 5.2 vs. Opus”

“gemini models are also fantastic at understanding non spoken sounds”

RecommendsComment from 18 Jun 2026 in “DeepSeek Introduces Vision”

“just use one of the various cheap gemini models”

RecommendsComment from 18 Jun 2026 in “DeepSeek Introduces Vision”

“Trying to use Gemini models "locally" resulted in a similar "short shrift" of effort resulting in mistakes and lots of turns.”

CriticizesComment from 12 Jun 2026 in “Kimi K2.7-Code: open-source coding model with better token efficiency”

“The gemini models are basically unusable for coding right now, they seem to have gone backwards in capability.”

CriticizesComment from 9 Jun 2026 in “Google/skills: Agent Skills for Google products and technologies”

“Frontier gemini models are on par imo what you get with OpenAI and Anthropic models for most general tasks.”

RecommendsComment from 1 Jun 2026 in “ChatGPT for Google Sheets Exfiltrates Workbooks”

“Gemini models still have the best intelligence (when asked any questions, most likely to get it right), but in production they still have many failure modes”

MixedComment from 28 May 2026 in “Claude Opus 4.8”

“Gemini models are the least jagged in my experience and have the best image understanding”

RecommendsComment from 22 May 2026 in “Antigravity 2.0 Tops the OpenSCAD Architectural 3D LLM Benchmark”

“Gemini models are simply not very good for coding compared to the top two”

CriticizesComment from 21 May 2026 in “Google's Antigravity Bait and Switch”

“competitive with GPT-5.5 and Claude Opus 4.7 in a lot of tasks while having considerably less parameters”

RecommendsComment from 6 May 2026 in “Accelerating Gemma 4: faster inference with multi-token prediction drafters”

“I mostly bounce back and forth between the codex and Gemini models right now”

RecommendsComment from 15 Mar 2026 in “100 hour gap between a vibecoded prototype and a working product”

“It's night and day compared to Google's own agentic products”

RecommendsComment from 19 Feb 2026 in “Gemini 3.1 Pro Preview”

“they still felt very late 2024 in terms of hallucination rate”

MixedComment from 19 Feb 2026 in “Gemini 3.1 Pro”

“they couldn't reliably identify specific scenes in a 50K word novel unless I trimmed down the context”

CriticizesComment from 5 Feb 2026 in “Nanobot: Ultra-Lightweight Alternative to OpenClaw”

“I've found that Gemini models often produce pseudocode that seems good at first glance but is typically wrong or incomplete”

CriticizesComment from 4 Feb 2026 in “Show HN: Ghidra MCP Server – 110 tools for AI-assisted reverse engineering”

“I trust GPT, Gemini, and Claude a lot more than some smaller thing I self host”

RecommendsComment from 20 Jan 2026 in “Without benchmarking LLMs, you're likely overpaying 5-10x”

“Gemini models are a little bit better about spatial reasoning”

MixedComment from 17 Jan 2026 in “We Put Claude Code in Rollercoaster Tycoon”

“Gemini models can process very long videos and provide description with timestamps if asked for.”

RecommendsComment from 2 Dec 2025 in “Mistral 3 family of models released”

“Gemini Models (including Nano Banana), in my experience, are very good, and are kneecapped only by Google's patronizing guardrails.”

MixedComment from 6 Nov 2025 in “Apple nears $1B Google deal for custom Gemini model to power Siri”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.