wrapped.dev vs GeologicAI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-29
Cross-checked through our multi-step verification ·
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At a glance

Dimensionwrapped.devGeologicAI
PricingFreeContact for pricing
Target UsersOpen-source maintainers, contributorsCritical minerals mining companies, geologists
Primary FunctionGenerate AI year-in-review wrap for public GitHub reposMulti-sensor core scanning and AI logging for mining
AI Models UsedGemini 1.5 Pro, Llama 3.3 70BProprietary AI for logging and modeling
Turnaround TimeOn-demand (one-time wrap)Sub-48 hours for core analysis
IntegrationGitHub, BAML, AWS BedrockRMSP, Drill Hole Optimizer, Edge Copper
wrapped.dev
wrapped.dev

Free AI-powered year-in-review for any public GitHub repo

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GeologicAI
GeologicAI

Multi-sensor drill core scanning (RGB, XRF, hyperspectral, LiDAR, LIBS) plus AI-assisted logging and resource modeling for hard-rock miners.

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Pricing
Free
Contact Sales
Plans
$0
—
Popularity
5 views
7.4k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
Web
Web
Categories
💻 Code & Development
👷 Construction & Field Service
Features
Year-in-review for any public GitHub repo
AI-generated narrative summary
Stat highlights (commits, contributors, etc.)
Trend detection and insights
Bot and high-activity detection
Shareable wrap page
Popular repo browsing
Latest wrapped repo browsing
Open-source prompt transparency (planned)
One-shot processing via large context windows
No sign-up required
Free to use
Multi-sensor core scanning combining RGB, XRF, hyperspectral and LiDAR in a single integrated pass
LIBS-based drill core analysis detecting rare-earth elements (REEs) and light elements
AI-assisted core logging on the cloud-connected Digital Core Table
Resource Knowledge Systems (RKS) for integrated multi-sensor data analysis
Geologists review and confirm AI-generated logs rather than describing core from scratch
Reported 4x faster logging than manual core description (vendor figure)
Reported sub-48-hour turnaround from core to data products (vendor figure)
Reported +400% project acceleration across the mining cycle (vendor figure)
Resource modeling with geostatistics and uncertainty quantification
Drill Hole Optimizer for prioritizing and planning drill programs
Integration with RMSP and other industry-standard mining software for mine planning
Digital core collaboration for distributed geology teams
Consulting services for core scanning workflows
Training services for scanning and logging teams
Resource exploration strategy services for critical minerals programs
Integrations
GitHub
AWS Bedrock
Gemini
Llama
BAML
RMSP
Drill Hole Optimizer

What real users say: wrapped.dev vs GeologicAI

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

wrapped.dev

9 mentions across 1 sources · 90% positive (averaged across 1 source)

Product Hunt

What users praise

  • • Free and easy to use with just a repo URL
  • • Creative AI-generated narrative summary of repo activity
  • • Great for sharing and celebrating open-source contributions
  • • Analyzes every file change in every commit

What frustrates them

  • • Does not support private repositories
  • • Lacks deeper insights or actionable recommendations
  • • One-shot analysis; no ongoing monitoring or updates
  • • Bot and high-activity detection caveats may mislead

Researched Jul 3, 2026

GeologicAI

No verifiable community signal. We scanned public discussion on Sep 29, 2026 and found posts matching the name “GeologicAI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Solo founder
    Pick: wrapped.dev

    Free to use and provides a shareable AI-generated narrative of a public GitHub repo's year, helping showcase project impact.

  • Open-source maintainer
    Pick: wrapped.dev

    Easily generates a year-in-review for your repo, highlighting contributions and trends, perfect for community engagement.

  • Geologist at a mining company
    Pick: GeologicAI

    Offers integrated multi-sensor core scanning, AI logging, and resource modeling with sub-48-hour turnaround, essential for rapid critical mineral discovery.

  • Mining project manager
    Pick: GeologicAI

    End-to-end workflow from scanning to modeling, with Drill Hole Optimizer and RMSP integration, accelerating project timelines by over 400%.

  • Developer curious about repo activity
    Pick: wrapped.dev

    Free and easy way to see a narrative summary and stats for any public repo you're interested in, no sign-up required.

Frequently Asked Questions

Can wrapped.dev analyze private GitHub repos?

No, wrapped.dev only works with public GitHub repositories.

Does GeologicAI provide a free trial?

GeologicAI uses contact-based pricing; there is no mention of a free trial on their site.

What AI models does wrapped.dev use?

Gemini 1.5 Pro for overall summary and Llama 3.3 70B via AWS Bedrock for detailed file analysis.

What recent acquisitions has GeologicAI made?

GeologicAI acquired Lumo Analytics (LIBS technology) and Resource Modeling Solutions (modeling capabilities) in 2026.

Can I use wrapped.dev for multiple repos?

Yes, you can generate wraps for any public repo, one at a time, for free.

What sensors does GeologicAI use for core scanning?

RGB, XRF, hyperspectral, LiDAR, and LIBS (via Lumo Analytics) for rare-earth and light element detection.

Is wrapped.dev open source?

The tool itself is not open source, but it plans to open-source its prompts for transparency.

What is GeologicAI's turnaround time for core analysis?

Sub-48 hours, which is 4x faster than manual logging.

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Last reviewed: July 3, 2026