The question that matters: “In what situation will I regret choosing A over B after 3 months?”
GPT-4o Unique Strength
Scanned Invoices and Contracts Audited via Vision in Batch
Vision extracts tables, signatures, and handwritten annotations across thousands of scanned documents. The 128K context loads full multi-page PDFs alongside comparison datasets.
→ Choose GPT-4o if this scenario applies to you. Grok doesn't offer a comparable solution.
GPT-4o Unique Strength
API Clients Auto-Generated from REST Endpoint Screenshots
Feed documentation screenshots through Vision; Function calling generates typed Python, TypeScript, or Go client libraries. API integration drops from days to hours.
→ Choose GPT-4o if this scenario applies to you. Grok doesn't offer a comparable solution.
GPT-4o Unique Strength
500 Voicemail Files Converted to Structured JSON Daily
Native audio input converts voicemails and call recordings directly to searchable JSON via JSON mode. Function calling routes issues to departments automatically - no transcription.
→ Choose GPT-4o if this scenario applies to you. Grok doesn't offer a comparable solution.
Grok Unique Strength
Brand Sentiment Alerts Delivered Within 12 Minutes
Deep Search scans X/Twitter in real time. Structured JSON pipes into team chat webhooks, triggering crisis alerts across 50+ keyword combinations before issues compound.
→ Choose Grok if this scenario applies to you. GPT-4o doesn't offer a comparable solution.
Grok Unique Strength
Adversarial Inputs Tested Before Internal AI Tools Launch
Uncensored mode exposes model responses to sensitive or adversarial prompts without guardrails. Structured audit logs document gaps, cutting manual red-team cycles by 65%.
→ Choose Grok if this scenario applies to you. GPT-4o doesn't offer a comparable solution.
Grok Unique Strength
40 Market Data Parsers Built in 2 Weeks via Code Assistance
Code assistance combined with live X/Twitter financial data generates monitoring scripts on demand. A trading desk built 40+ custom parsers in 2 weeks versus 6 manually.
→ Choose Grok if this scenario applies to you. GPT-4o doesn't offer a comparable solution.
Pricing Intelligence
Grok saves you $4/user/movs GPT-4o
GPT-4o Plans
Free tier available
Free0
Free
You get GPT-4o limited, Basic features. What's locked behind the paywall: gpt-4o full access, dall-e 3, advanced analysis. If those matter, Plus at $20/month is the next step. Good enough for solo use and evaluation.
PlusBest Value
$20/month
$20/month gets you GPT-4o full access, DALL-E 3, Advanced analysis. The sweet spot for professionals who've maxed out the free plan and need GPT-4o full access, DALL-E 3.
Team
$30/month
$30/month gets you Higher limits, Admin console. 50% more than Plus - justified only if you need the extras.
API Token Pricing
GPT-4o (API)
In: $2.5Out: $10/1M tokens
API pricing. Subscription available via ChatGPT Plus ($20/mo).