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Head to head · 2026

Mapbox vs TinyFish

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Mapbox

Developer platform for maps, navigation and search, with a Location AI line integrating geospatial data into…

4.0Free

Visit Mapbox (opens Mapbox in a new tab)

TinyFish

Enterprise infrastructure for AI web agents that navigate and extract at scale

4.0$15/mo

Visit TinyFish (opens TinyFish in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Mapbox does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    Tie

    4.0 against 4.0

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onMapboxTinyFish
Our rating4.04.0
Starts atFree$15/mo
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFreeFrom $15/mo
Key features
  • Location AI integrating geospatial data with AI applications
  • Maps, Navigation and Search products
  • Global address and road datasets
  • Self-hosted deployment option
  • Cross-platform SDKs for web and mobile
  • Managed navigation and authentication across hundreds of sites
  • Structured data extraction from rendered pages
  • Parallel operation across hundreds of websites
  • Live results with no caching layer
  • Search and Fetch endpoints with a free entry tier
Pros
  • Location is context most AI applications handle poorly - this supplies it properly
  • Self-hosting available for sensitive location data
  • Mature, well-documented developer platform
  • Absorbs the infrastructure problems that stall in-house agents
  • Live rather than cached results for fast-moving data
  • Free entry tier before usage-based pricing
Cons
  • Infrastructure, not an end-user tool - you write the application
  • Costs scale with query volume and need monitoring
  • The AI line is newer than the core mapping products
  • Site coverage varies and needs testing on the buyer's targets
  • Usage pricing needs modelling at high extraction volume
CompanyMapboxTinyFish

Prices come from each vendor's pricing page, last checked 20260831. Check the vendor before you buy.

FAQ

Questions people ask

Is Mapbox better than TinyFish?

In our reviews Mapbox scores 4.0 and TinyFish scores 4.0. The better pick depends on the job. Mapbox: Developer platform for maps, navigation and search, with a Location AI line integrating geospatial data into AI applications. TinyFish: Enterprise infrastructure for AI web agents that navigate and extract at scale.

Which is cheaper, Mapbox or TinyFish?

Mapbox: free. TinyFish: from $15/mo.

Do Mapbox and TinyFish have free plans?

Yes, both have a free plan.

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