Fresco vs Transfix

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

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionFrescoTransfix
Best ForConstruction estimators automating takeoffs & pricingFreight brokers & 3PLs needing AI-powered custom pricing
PricingFreemiumContact for quote
Key FeatureAutomated material takeoff with RSMeans labor ratesCustom cost models with 97-98% market rate accuracy
IntegrationsPlanSwift, Bluebeam, On-Screen Takeoff, ProEst, ExcelExisting TMS and bid workflows
Data PrivacyNot specifiedKeeps client data private, no aggregation
Latest NewsNo recent newsAdded accounting & exception management tools (2026)
Fresco
Fresco

AI copilot that reads Division 8 door schedules, plans, and specs and produces door, frame, and hardware takeoffs in minutes

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Transfix
Transfix

AI freight TMS for brokers and 3PLs with custom cost models built on your own data

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$49/mo
—
Popularity
1 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Web
Web
Categories
👷 Construction & Field Service
🚚 Supply Chain & Logistics
Features
Automatic Division 8 door, frame, and hardware (DFH) takeoff from uploaded plans
Reads the full document package: door schedule, elevations, partition schedule, floor plans, and 087100 spec
Reconciles door schedule against elevations and plan details to flag mismatches
Extracts door, frame, and hardware item counts into a takeoff
Missing-door and missing-hardware checks before bid submission
Natural-language Q&A against the project document set
RFI and change order drafting from project documents
Site log generation for dailies, manpower, and safety reports
PDF plan reading and image understanding
Comsense workflow support
eMullion workflow support
SFH workflow support
Institutional owner-standard hardware set handling (per vendor blog on Cornell, Michigan State, and city fire station standards)
SOC 2 Type 2 certified
Custom Cost Models for spot and contract freight pricing
Rate generation using your own historicals plus DAT and SONAR market signals
Rate generation published at 97-98% on par with market rates
Control panel for rate rules by geography, customer, haul length, drop type, equipment type and risk tolerance
Supports dry van, reefer and flatbed freight
Predictive forecasting from live market data
Quote management with win/loss tracking and override trend analysis
RFP Workflow with centralized portfolio view, collaboration and deadline tracking
Smart Upload that structures freight data from any file type and flags issues
Coverage and carrier management with target buy rates
Real-time shipment tracking and issue resolution
Accounting automation for billing
Exception management for margin protection
Data isolation: no aggregation of client data, fully tailored models
Rate and quote sync into internal systems
Integrations
Microsoft Excel
DAT
SONAR
NFI Logistics

What real users say: Fresco vs Transfix

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.

Fresco

No verifiable community signal. We scanned public discussion on Jul 3, 2026 and found posts matching the name “Fresco”, 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.

Transfix

59 mentions across 5 sources · 38% positive — critical (weighted across 5 sources)

Hacker News, YouTube, Product Hunt, App Store, Lemmy

What users praise

  • • Custom Cost Models trained on your own historicals plus DAT and SONAR signals — a real differentiator versus generic rate tools
  • • Explicit data-isolation commitment: Transfix states it does not aggregate client data into other brokers' models
  • • Single-platform scope covers quoting, tendering, tracking, invoicing, and accounting rather than stitching point tools
  • • RFP Workflow with Smart Upload structures messy freight files and surfaces problems before bid submission

What frustrates them

  • • No independent broker or 3PL has publicly verified the 97-98% rate parity or margin-lift claims in this dataset
  • • Carrier reviewers report difficulty collecting detention pay and mismatched appointment times
  • • App Store feedback flags excessive battery drain from the tracking feature
  • • Download failures and app stability issues appear in multiple one-star reviews

Researched Oct 7, 2026

Who should pick which

  • Freight broker scaling spot/contract freight
    Pick: Transfix

    Custom cost models with 97-98% accuracy and margin improvement analytics directly address broker needs.

  • 3PL wanting private cost model
    Pick: Transfix

    Transfix keeps data private, not aggregated, unlike competitors that share data.

  • Construction estimator automating takeoffs
    Pick: Fresco

    Fresco integrates with PlanSwift, Bluebeam, and offers AI-driven material takeoff and labor rate lookups.

  • Small construction firm reducing overhead
    Pick: Fresco

    Freemium pricing and automation of repetitive tasks lower costs for small teams.

  • Enterprise brokerage needing accounting automation
    Pick: Transfix

    New accounting and exception management features (2026 news) streamline financial workflows.

Frequently Asked Questions

Can Transfix integrate with my existing TMS?

Yes, Transfix integrates with existing TMS and bid workflows, but specific integrations are not listed; contact sales for details.

Does Fresco work with ProEst?

Yes, Fresco integrates with ProEst, along with PlanSwift, Bluebeam, On-Screen Takeoff, and others.

Is Transfix suitable for small brokerages?

Transfix is best for mid-market to enterprise brokerages with operational data to train custom models; small brokerages may lack sufficient data.

Does Fresco offer free tier?

Yes, Fresco has a freemium pricing model, though premium features may require payment.

Which tool supports dry van, reefer, and flatbed?

Transfix supports dry van, reefer, and flatbed segments.

Can Fresco check estimates for errors?

Yes, Fresco includes an error checking feature for estimates.

Does Transfix have real-time tracking?

Yes, Transfix offers real-time shipment tracking and issue resolution.

Does Fresco automate material takeoff entirely?

Fresco automates material takeoff with AI, but may require human oversight for complex projects.

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Last reviewed: July 3, 2026