Best AI Model by Use Case
Skip the benchmarks — here's the best model for what you actually want to do.
Computed live from our benchmark database (Arena Elo, SWE-bench, GPQA, hallucination rates, measured speed). Updated Aug 2, 2026.
</>Coding & Software Engineering
Autonomous coding agent
GPT-5.6 Sol— 96.2% SWE-bench Verified — resolves the most real GitHub issues
Runner-up: Claude Fable 5
Competitive programming
DeepSeek-V4-Pro— 93.5% LiveCodeBench — strongest on fresh contest problems
Runner-up: DeepSeek-V4-Flash
Fast iterative coding
DeepSeek-V4-Flash— 91.6% LiveCodeBench at 112 tok/s — quality at interactive speed
Runner-up: Qwen3.7 Max
AaWriting & Content
Long-form writing
Claude Fable 5— 1509 Arena Elo — most preferred by human voters in blind tests
Runner-up: Claude Opus 4.6
Copywriting & marketing
Muse Spark 1.1— 1490 Arena Elo at 120 tok/s — top-tier prose, fast enough to iterate
Runner-up: Gemini 3 Flash
Translation & multilingual
Grok 4.20— 92.8% MMLU-Pro — broadest cross-language knowledge
Runner-up: Gemini 3.1 Pro
Faithful summarization
MiMo-V2.5-Pro— 24.5% hallucination rate — least likely to invent facts
Runner-up: GLM-5.2
?Research & Analysis
Scientific research
Grok 4.20— 95.5% GPQA Diamond — best PhD-level science reasoning
Runner-up: Gemini 3.1 Pro
Math & quantitative analysis
GLM-5.2— 99.2% AIME 2026 — top competition-math accuracy
Runner-up: Kimi K2.6
Grounded answers with citations
MiMo-V2.5-Pro— 24.5% hallucination rate with 1466 Arena Elo — accurate and well-liked
Runner-up: GLM 5
Document & chart analysis
Gemma 4 31B— 88.4% MMMU — strongest visual reasoning over documents and figures
Runner-up: Gemma 4 26B A4B
▣Image & Video Generation
Image generation
Nano Banana Pro (Gemini 3 Pro Image)— Best-in-class text rendering and character consistency
Runner-up: FLUX.2
Image editing
Nano Banana 2 (Gemini 3.1 Flash Image Preview)— Conversational multi-turn editing with subject consistency
Runner-up: Muse Image
Text-to-video generation
Veo 3.1— Native synchronized audio, frame interpolation, and scene extension
Runner-up: Sora 2
Image-to-video animation
Dreamina Seedance 2.0— Leading image-to-video motion quality and prompt adherence
Runner-up: Veo 3.1
$Speed & Budget
Fastest inference
Nemotron-Labs Diffusion 8B— 865 tok/s measured throughput (Artificial Analysis)
Runner-up: Mercury 2
Quick Q&A / chatbot
Gemini 3.1 Flash Lite Preview— 1432 Arena Elo at 283 tok/s — quality answers without the wait
Runner-up: Gemini 3 Flash
Data analysis on a budget
Qwen3.7 Plus— 88.5% MMLU-Pro at $0.4/M input tokens
Runner-up: Gemini 3 Flash
How we pick these recommendations
Every pick on this page is computed from our live benchmark database each time you load it — the same data behind the Full Benchmark Leaderboard, refreshed daily from Artificial Analysis, LMArena, Vectara's hallucination leaderboard, llm-stats, and official model cards. Each task ranks models by the metric that actually matters for it:
- Coding — SWE-bench Verified (real GitHub issues) and LiveCodeBench (fresh contest problems)
- Writing — LMArena Elo (blind human preference) and measured speed
- Research — GPQA Diamond, AIME, and hallucination rate
- Trustworthiness — Vectara HHEM hallucination rate (lower is better)
- Speed & budget — measured tokens/sec and per-token pricing
- Image & video generation — editorially curated (no reliable public benchmark exists), reviewed with each model release
Also see: Best Coding LLM, Best Reasoning LLM, Best Cheap LLM, Full Benchmark Leaderboard.