The best AI model for your task, according to the people who use it
Benchmarks say one thing; users often say another. Every month we read hundreds of public comments about AI models, label which ones judge a model on a specific job, and rank the models per task. Every ranking shows its sample size and links to the comments behind it.
October 2026 edition · 921 opinions · Updated Oct 29, 2026
Pick your task
- Best AI model for codingClaude Opus 5.5 is the clear favorite. Qwen3.8 and DeepSeek V4.1 lead the open models.
- Best AI model for writing novels and fictionGemma 4 and Gemini 4 Argon win on human-sounding prose. GPT-6 models trail.
- Best AI model for roleplayGemini 4 Argon dominates. Gemma 4 is the favorite local pick. GLM 5.3 disappoints.
- Best AI model for translationGemma 4 is the go-to open model. Gemini 4 Argon is praised for reviewing translations.
- Best AI model for researchGemini 4 Argon and GPT-6 Astra lead. Fable 5.1 gets glowing early reviews.
- Best AI model for math and studyingGPT-6 Astra is the math pick. Gemini 4 Argon is the favorite tutor.
- Best local AI model to run on your own computerQwen3.8 for coding and agents, Gemma 4 for chat and writing.
- Best AI image generatorKrea 2 and Qwen Image 2.1 lead. Nano Banana and Flux 3 disappoint.
- Best AI video generatorSeedance 2.5 for quality, MiniMax H3 for open image-to-video.
- Best AI chatbot app for everyday useClaude and DeepSeek win on value. ChatGPT and Gemini draw the most complaints.
This month at a glance
| Task | Top pick | Runner-up |
|---|---|---|
| Coding | Claude Opus 5.5 | Qwen3.8 |
| Writing novels & fiction | Gemma 4 | Gemini 4 Argon |
| Roleplay | Gemini 4 Argon | Gemma 4 |
| Translation | Gemini 4 Argon | Gemma 4 |
| Research | Gemini 4 Argon | GPT-6 Astra |
| Math & studying | GPT-6 Astra | Gemini 4 Argon |
| Local models | Qwen3.8 | Gemma 4 |
| Image generation | Krea 2 | Qwen Image 2.1 |
| Video generation | Seedance 2.5 | MiniMax H3 (Hailuo) |
| Everyday assistant app | DeepSeek | Claude |
Why not just use a leaderboard?
Leaderboards average many skills into one number and test models in lab conditions. People choosing a model care about one job: a novelist does not care about coding scores. ModelPick ranks models per task from first-hand experience, so you can see what works for work like yours. How we rank.