

The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Train Custom models on existing art assets, then run 3D texture generation in bulk. Asset production drops from 8 weeks to 2 weeks across 500+ game objects.
Image-to-image with Prompt Magic iterates headline placements, color schemes, and product angles faster than designer revision rounds.
Motion generation converts static boards into animated previews so producers validate shot sequences and pacing before committing to live-action shoots.
The 200K context window ingests transcripts and competitor filings together. Function calling extracts guidance ranges, risk factors, and management commentary in one request.
Streaming surfaces draft summaries in real time; function calling triggers database lookups for context, then a refinement pass enforces tone before posting to channels.
Safety features scan request/response logs for PII leakage and prompt injection. Vision flags sensitive screenshots in support tickets. Batch API processes 50K logs for $8-12.
Claude 3.5 Sonnet generates JSON with sentiment, priority, product area, and next steps. Function calling writes results to internal wiki databases - no CSV imports or data entry.
You get 150 tokens/day, Basic models, Community access. What's locked behind the paywall: 8,500 tokens/mo, priority generation, private mode. If those matter, Apprentice at $12/mo is the next step. Good enough for solo use and evaluation.
$12/mo gets you 8,500 tokens/mo, Priority generation, Private mode. The sweet spot for professionals who've maxed out the free plan and need 8,500 tokens/mo, Priority generation.
$30/mo gets you 25,000 tokens/mo, Custom model training, API access. 150% more than Apprentice - justified only if you need the extras.
You get Per-token pricing, All Claude models, API key access. What's locked behind the paywall: team management, usage controls, enterprise features. Good enough for solo use and evaluation.
Custom pricing for Team management, Usage controls, Enterprise features. Always negotiate - ask for pilot pricing if testing with <50 seats, and push for annual discount commitments. Compare enterprise quotes against OpenAI API's equivalent tier.
10 differences found across 20 standardized features
Evaluative strengths and weaknesses — not feature lists