Google Gemini is back under the microscope in November 2026. A reader poll suggests a lot of users think the AI assistant, and the wider Gemini model family, has slipped.
That poll drew more than 1,200 votes, and a little over 60% of respondents said Gemini had declined. Leave out non-users and the figure climbs to just under 65%. People pointed to more misunderstandings, weaker answers, a worse assistant experience overall, and paid tiers that don’t seem to offer much. Still, just under 20% disagreed, and 14.6% said they weren’t sure.
If you use Gemini for search, writing, studying, or routine tasks on your phone, that loss of trust matters.
Reliability has probably fed into it. August brought latency, endless loading screens, and Error 1076 reports. October saw a content-generation outage. In February, a Vertex issue caused API errors for nearly two hours. Then, on October 9, Google introduced automatic thinking-level routing, which can make speed and response quality feel uneven from one prompt to the next.
Google has kept updating Gemini anyway. On October 28, 2026, it launched Gemini 4 Carbon, along with API patches, a reported score of 59 on the Artificial Analysis Intelligence Index, according to Artificial Analysis, and lower per-task costs than some rivals.
Even so, independent analysis pointed to a gap between benchmark scores and everyday use. Reported AA-Omniscience hallucination rates came in at 88% for Gemini 2.5 Pro and 91% for Gemini 3 Flash. Gemini also ranked last in one source-citation comparison, and there’s still limited visibility beyond English-language complaints or into the impact on professional use.
Google Gemini is still available across Google apps, Google Search, Android features, and API services.
Author: Manuel Bosque
{
"social": {
"email": "",
"facebook": "",
"twitter": "",
"linkedin": ""
},
"ja-JP": "",
"de-DE": "Manuel Bosque schreibt bei Softonic über Software: Desktop-Programme, Produktivitätswerkzeuge und kleine Tools, die ein Problem wirklich lösen. Sein Maßstab ist praktisch — was ein Programm tatsächlich leistet, was es dafür verlangt und für wen es sich lohnt —, deshalb misstraut er Funktionslisten und testet lieber selbst. Er gehört zum Team, das festlegt, wie Software auf der Seite behandelt wird, und arbeitet täglich mit KI-Werkzeugen in der redaktionellen Produktion.",
"en-US": "Manuel Bosque covers software at Softonic: desktop programs, productivity tools and the small utilities that solve one problem well. His approach is practical — what a program actually does, what it asks in return and who it is for — which is why he distrusts feature lists and prefers to test. He is part of the team that decides how software gets covered on the site, and works daily with AI tools applied to editorial production.",
"es-ES": "Manuel Bosque se ocupa de la cobertura de software en Softonic: programas de escritorio, herramientas de productividad y utilidades pequeñas que resuelven bien un solo problema. Su criterio es práctico —qué hace realmente un programa, qué pide a cambio y a quién le sirve—, y por eso desconfía de las listas de funciones y prefiere probar. Forma parte del equipo que decide cómo se cuenta el software en la web y trabaja a diario con herramientas de IA aplicadas a la producción editorial.",
"fr-FR": "Manuel Bosque couvre les logiciels chez Softonic : programmes de bureau, outils de productivité et petits utilitaires qui résolvent bien un seul problème. Son approche est pratique — ce qu'un logiciel fait vraiment, ce qu'il demande en échange et à qui il s'adresse —, d'où sa méfiance envers les listes de fonctionnalités et sa préférence pour l'essai. Il fait partie de l'équipe qui définit la manière de traiter le logiciel sur le site et travaille au quotidien avec des outils d'IA appliqués à la production éditoriale.",
"it-IT": "Manuel Bosque si occupa di software su Softonic: programmi per il desktop, strumenti di produttività e piccole utility che risolvono bene un solo problema. Il suo criterio è pratico — cosa fa davvero un programma, cosa chiede in cambio e a chi serve — e per questo diffida degli elenchi di funzioni e preferisce provare. Fa parte del team che decide come si racconta il software sul sito e lavora ogni giorno con strumenti di IA applicati alla produzione editoriale.",
"nl-NL": "Manuel Bosque schrijft bij Softonic over software: desktopprogramma's, productiviteitstools en kleine hulpprogramma's die één probleem echt oplossen. Zijn maatstaf is praktisch — wat een programma werkelijk doet, wat het daarvoor vraagt en voor wie het nuttig is — en daarom wantrouwt hij functielijstjes en test hij liever zelf. Hij maakt deel uit van het team dat bepaalt hoe software op de site wordt behandeld en werkt dagelijks met AI-tools in de redactionele productie.",
"pl-PL": "Manuel Bosque zajmuje się oprogramowaniem w Softonicu: programami na komputer, narzędziami do pracy i niewielkimi aplikacjami, które dobrze rozwiązują jeden problem. Jego kryterium jest praktyczne — co program naprawdę robi, czego wymaga w zamian i komu się przyda — dlatego nie ufa listom funkcji i woli sprawdzić sam. Należy do zespołu, który decyduje, jak pisać o oprogramowaniu w serwisie, i codziennie korzysta z narzędzi AI w produkcji redakcyjnej.",
"pt-BR": "Manuel Bosque cobre software na Softonic: programas para desktop, ferramentas de produtividade e pequenos utilitários que resolvem bem um problema só. Seu critério é prático — o que um programa realmente faz, o que pede em troca e para quem serve — e por isso desconfia de listas de recursos e prefere testar. Faz parte da equipe que define como o software é abordado no site e trabalha diariamente com ferramentas de IA aplicadas à produção editorial."
}
View all posts by Manuel Bosque
