Choose AI deliberately.
Not by default.
Not all AI solutions deliver equal value. payoff.studio helps assess capability, cost, and integration in one place.
How the engine thinks
§01 · methodologyDefine the player
Your business type, team size, and budget set the constraint frontier.
Map the payoff
Each tool is scored on capability, speed, integration, and cost-fit.
Find the equilibrium
We rank the dominant strategy — and the runner-ups worth knowing.
Will it actually pay back?
Five inputs, one honest answer. Monthly net, payback period, and a sensitivity grid with the break-even line plotted on top.
The major AI tools, scored.
§02 · directoryA working index of the AI tools we benchmark — ChatGPT, Claude, Gemini, Perplexity, Cursor, GitHub Copilot, Midjourney, Runway, ElevenLabs, Jasper, Notion AI, Zapier AI, Intercom Fin, Hebbia, and Canva Magic Studio. Each is rated on capability, speed, integration, and price.
ChatGPT
OpenAIThe generalist. Strong reasoning, vast ecosystem.
cap 94·spd 88·from $20/moClaude
AnthropicBest long-form writing & nuanced analysis.
cap 95·spd 84·from $20/moGemini
GoogleDeep Google Workspace integration.
cap 90·spd 90·from $20/moPerplexity
Perplexity AICited answers. Replaces 80% of Google searches.
cap 88·spd 95·from $20/moCursor
AnysphereAI-native IDE. Ship features 3x faster.
cap 93·spd 92·from $20/moGitHub Copilot
GitHubInline completions in every IDE.
cap 86·spd 90·from $10/moMidjourney
MidjourneyBest-in-class aesthetic image generation.
cap 96·spd 80·from $10/moRunway
Runway MLGenerative video for marketing teams.
cap 90·spd 78·from $15/moElevenLabs
ElevenLabsHyper-realistic voice synthesis & cloning.
cap 94·spd 92·from $5/moJasper
Jasper AIMarketing-tuned copy with brand voice.
cap 82·spd 88·from $49/moNotion AI
NotionAI inside your team's docs & wiki.
cap 80·spd 88·from $10/moZapier AI
ZapierConnect 7,000+ apps with AI workflows.
cap 84·spd 86·from $30/moIntercom Fin
IntercomResolves 50%+ of support tickets autonomously.
cap 92·spd 96·from $99/moHebbia
HebbiaAI for finance & legal document analysis.
cap 95·spd 80·from $500/moCanva Magic Studio
CanvaAll-in-one design AI for non-designers.
cap 78·spd 92·from $15/mo
The full vendor teardown — for serious buyers.
60-page PDF. Pricing traps, hidden lock-in, ROI models, and 12-month forecasts for your vertical. Updated quarterly.
Preview the report — $49 →Compare AI tools by function and price
§02b · compareTools grouped by what they do, sorted by entry price. Capability is our 0–100 benchmark score; integration reflects how well the tool plugs into common business stacks.
Writing & assistants
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| Notion AI | Notion | 80 | 94 | $10/mo |
| Canva Magic Studio | Canva | 78 | 86 | $15/mo |
| ChatGPT | OpenAI | 94 | 82 | $20/mo |
| Claude | Anthropic | 95 | 78 | $20/mo |
| Gemini | 90 | 92 | $20/mo | |
| Jasper | Jasper AI | 82 | 84 | $49/mo |
Research & search
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| ChatGPT | OpenAI | 94 | 82 | $20/mo |
| Claude | Anthropic | 95 | 78 | $20/mo |
| Gemini | 90 | 92 | $20/mo | |
| Perplexity | Perplexity AI | 88 | 70 | $20/mo |
| Hebbia | Hebbia | 95 | 85 | $500/mo |
Coding
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| GitHub Copilot | GitHub | 86 | 95 | $10/mo |
| ChatGPT | OpenAI | 94 | 82 | $20/mo |
| Claude | Anthropic | 95 | 78 | $20/mo |
| Cursor | Anysphere | 93 | 88 | $20/mo |
Design & image
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| Midjourney | Midjourney | 96 | 60 | $10/mo |
| Runway | Runway ML | 90 | 70 | $15/mo |
| Canva Magic Studio | Canva | 78 | 86 | $15/mo |
Video & audio
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| ElevenLabs | ElevenLabs | 94 | 80 | $5/mo |
| Runway | Runway ML | 90 | 70 | $15/mo |
Automation
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| Notion AI | Notion | 80 | 94 | $10/mo |
| Zapier AI | Zapier | 84 | 98 | $30/mo |
Customer support
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| Intercom Fin | Intercom | 92 | 90 | $99/mo |
Data analysis
| Tool | Vendor | Capability | Integration | From |
|---|---|---|---|---|
| Claude | Anthropic | 95 | 78 | $20/mo |
| Gemini | 90 | 92 | $20/mo | |
| Hebbia | Hebbia | 95 | 85 | $500/mo |
FAQ — by tool category
§03 · faqThe questions buyers actually ask before picking an AI tool — grouped by what you're trying to do.
Writing & general assistants
ChatGPT, Claude, Gemini, Jasper, Notion AI
Research & search
Perplexity, Gemini, ChatGPT with browsing
Coding assistants
Cursor, GitHub Copilot
Image, video & voice
Midjourney, Runway, ElevenLabs, Canva Magic Studio
Automation & customer support
Zapier AI, Intercom Fin
Data analysis
Hebbia, ChatGPT, Claude