← HUBCOMMUNITY/AI LANDSCAPE
07 · AI MAP · OPINIONATED · UPDATED MONTHLY

Which AI tool to use for what.
No vendor BS. No "it depends."

For each task category, one opinionated pick — the tool I actually use — plus the alternatives I considered and why I didn't choose them. Updated monthly as the landscape shifts. Stop paying for five subscriptions when you need two.

2 OF 12 CATEGORIES MAPPED · UPDATED 2026 Q217% COMPLETE
live categories · with picks

Two full deep-dives. Ten more outlined.

Each live category has: the opinionated pick, why, the alternatives ranked, a verdict callout, and the use cases that change the pick. New category drops every 1–2 weeks until the map is complete.

CATEGORY 01 · CODE + SHIP · UPDATED MAY 2026

The tool you write production code with.

You spend more time here than anywhere else. The pick affects how fast you ship, how clean your code reads, and how often you trust the output without re-checking line by line.

MAPPED · FULL
UPDATED · 2026-05
STATUS · LIVE
THE PICK Claude Code ✓ Anthropic · CLI + IDE
Best for: production AI ops work, hands-on agentic coding, anything where you'd benefit from sub-agents + MCP + hooks.

Wins on: code quality (Opus 4.7 leads), agentic loop ergonomics (Plan + Explore + general-purpose sub-agents), and ecosystem (MCP, skills, hooks). The CLI-first design also means it slots into your shell automation cleanly — claude -p turns it into a scriptable building block.

The alternatives

ACCEPTABLE · #2 Cursor Strong for VS Code workflow + Composer (Cmd-I). Lacks MCP, hooks, sub-agents. Worth it if you live in the editor and Cmd-I is your primary surface.
ACCEPTABLE · NICHE v0 Best in class for shipping React/Tailwind UI fast. Use alongside Claude Code, not instead — v0 for UI scaffolds, Claude Code for everything else.

When the pick changes

  • You're deep in VS Code with no terminal time? → Cursor wins on ergonomics
  • UI scaffold from a Figma file? → v0 first, port to Claude Code after
  • Demo for a non-engineer audience? → Lovable or Bolt's hosted output is hard to beat
  • Solo, multi-file, daily production work? → Claude Code wins, no contest
COST CHECK Claude Code on $20/mo Pro covers most solo ops work. Heavy parallel usage (5+ sub-agents/day) bumps to ~$60-80/mo on API tokens. Cursor Pro $20/mo is comparable but harder to predict cost on (per-request not per-seat). Total honest cost for daily AI dev: $20-100/mo regardless of tool.
CATEGORY 02 · DEEP RESEARCH · UPDATED MAY 2026

The tool you research with — when "skim 14 sources" is the job.

When a topic needs synthesizing across multiple sources with real citations — not just "ChatGPT, summarize this." The pick matters because bad research synthesis wastes hours validating bad output.

MAPPED · FULL
UPDATED · 2026-05
STATUS · LIVE
THE PICK Gemini 3 + NotebookLM ✓ Google · web app
Best for: synthesis across 5+ sources, citation-required output, multi-document Q&A.

Wins on: NotebookLM's grounding (every claim links to source location), 1M-token context (you can dump 50 PDFs in), and audio overview feature (two-host podcast of any topic in 90 sec). Hard floor: NotebookLM only ingests what you give it — for live web, pair with Perplexity.

The alternatives

ACCEPTABLE · LIVE WEB Perplexity Best for "research this question against today's web." Live citations, no manual upload. Use alongside NotebookLM: Perplexity for live, NLM for synthesis.
ACCEPTABLE · OUTLINE ChatGPT Deep Research Strong outline + breadth on big topics. Slower than Perplexity. Citations less reliable than NLM. Use when you need a 20-page structured report draft.

When the pick changes

  • Need answers from today's web? → Perplexity first, then bring sources into NLM
  • 20-page structured report? → ChatGPT Deep Research for outline, NLM for grounding
  • Internal docs + external research combined? → NLM (upload internal) + Perplexity (live), synthesize in Claude Code
  • Audio research while commuting? → NLM's audio overview is genuinely a 10x feature
COST CHECK NotebookLM free tier handles most solo workloads (up to 100 notebooks, 50 sources each). Perplexity Pro $20/mo for unlimited. ChatGPT Plus $20/mo or Deep Research-included Pro $200/mo. Honest stack: NLM free + Perplexity Pro = $20/mo covers 95% of research needs.

10 more categories · queued

The rest of the map.

Each will follow the same format: opinionated pick, why, alternatives, when the pick changes. New category every 1–2 weeks until the map is complete.

03
Image & video generation
Nano Banana Pro vs VEO 3.1 vs Flux vs Sora 2 vs Runway — when which
NEXT
04
Copywriting & marketing
Claude with Skills vs Kimi K2 vs GPT-5 vs custom-fine-tuned
NEXT
05
Voice & audio
ElevenLabs vs Hedra vs Suno vs Udio — narration, music, characters
DRAFT
06
Agents & orchestration
Claude + MCP vs LangChain vs CrewAI vs custom — when which framework
DRAFT
07
Code completion / autocomplete
Cursor Tab vs Copilot vs Supermaven vs Continue.dev
SOON
08
UI/UX prototyping
v0 vs Lovable vs Bolt vs Galileo — when "build a UI fast"
SOON
09
Data analysis & SQL
Claude with file access vs ChatGPT Code Interp vs purpose-built
SOON
10
Customer support automation
Intercom Fin vs Crisp vs custom Claude — by ticket volume
SOON
11
Newsletter & content distribution
Beehiiv vs Kit vs Substack vs custom on Resend
SOON
12
Community platform
Whop vs Skool vs Circle vs Discord+Stripe
SOON