

The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Multimodal input ingests PDFs and images; Function calling outputs JSON directly into accounting software. System instructions lock the extraction schema across all documents.
Vision extracts tables, signatures, and handwritten annotations across thousands of scanned documents. The 128K context loads full multi-page PDFs alongside comparison datasets.
Prompt testing iterates escalation logic with actual customer messages before going live. The 2M context window holds full ticket histories and knowledge bases in one API call.
Feed documentation screenshots through Vision; Function calling generates typed Python, TypeScript, or Go client libraries. API integration drops from days to hours.
Native audio input converts voicemails and call recordings directly to searchable JSON via JSON mode. Function calling routes issues to departments automatically - no transcription.
You get Gemini 1.5 Flash free, 15 RPM limit, API key generation. What's locked behind the paywall: gemini 1.5 pro, higher rate limits, production ready. Good enough for solo use and evaluation.
You get Gemini 1.5 Pro, Higher rate limits, Production ready. Good enough for solo use and evaluation.
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.
$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.
$30/month gets you Higher limits, Admin console. 50% more than Plus - justified only if you need the extras.
API pricing. Subscription available via ChatGPT Plus ($20/mo).
17 differences found across 34 standardized features
Evaluative strengths and weaknesses: not feature lists