A fact-by-fact comparison of MongoDB and Refine — sourced and dated — plus the part no generic comparison shows: which one AI assistants actually recommend more, engine by engine.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 6, 2026
Recommendation share = the % of sampled AI answers, over a 4-week rolling window, that recommend each product. Higher is better.
CLAUDE
MongoDB
0.4%
Refine
0.1%
GEMINI
MongoDB
1%
Refine
0.2%
GROK
MongoDB
1.7%
Refine
0.4%
CHATGPT
MongoDB
0.3%
Refine
0.3%
PERPLEXITY
MongoDB
0.4%
Refine
0.2%
Features
Integrations
Does AI recommend MongoDB or Refine more?
MongoDB is recommended more often: it appears in 0.6% of sampled AI answers versus 0.2% for Refine, measured across the live AI engines over a rolling 4-week window.
How much do MongoDB and Refine cost?
MongoDB: M2: $9 a month (free tier available). Refine: Starter: $0.99 a month. Pricing is sourced from each vendor's own page and re-verified periodically.
Which AI engines were used to compare MongoDB and Refine?
Recommendation share is measured on CLAUDE, GEMINI, GROK, CHATGPT, PERPLEXITY using neutral, buyer-shaped prompts (no product names), aggregated over a 4-week rolling window. See the methodology for prompt design and sample sizes.
Own one of these products? Claim your profile to keep its facts accurate.
Recommendation share and entity resolution follow the Index methodology. Facts are sourced from each vendor's own pages and re-verified periodically. Customer status does not affect measurement. Free to use with attribution to orbator.io.
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