Technology Landscape

6 categories covering the full supply chain technology stack

TMS — Transportation Management Systems

Average satisfaction 7.6/10 across 65 vendors and 248 practitioner responses. Would-recommend score 7.7/10.

Top rated: Manhattan Active Transportation Management (8.7/10), Oracle Transportation Management (OTM) (8.5/10), Blue Yonder Transportation Management (8.3/10)

WMS — Warehouse Management Systems

Average satisfaction 7.9/10 across 50 vendors and 214 practitioner responses. Would-recommend score 8.1/10.

Top rated: Manhattan Active Warehouse Management (9/10), Blue Yonder Warehouse Management (8.4/10), Körber One Warehouse (K.Motion) (8.2/10)

MES — Manufacturing Execution & Scheduling

Average satisfaction 7.1/10 across 41 vendors and 118 practitioner responses. Would-recommend score 7/10.

Top rated: Siemens Opcenter Execution (8/10), Rockwell Plex MES (7.8/10), Tulip Interfaces (7.7/10)

SCP — Supply Chain Planning

Average satisfaction 7.2/10 across 41 vendors and 104 practitioner responses. Would-recommend score 7.3/10.

Top rated: Kinaxis Maestro (8.5/10), o9 Solutions (8.2/10), Blue Yonder Planning (7.8/10)

OMS — Order Management Systems

Average satisfaction 7.8/10 across 13 vendors and 86 practitioner responses. Would-recommend score 8/10.

Top rated: Manhattan Active Order Management (8.9/10), IBM Sterling Order Management (8.1/10), Blue Yonder Order Management (7.9/10)

YMS — Yard Management Systems

Average satisfaction 7.4/10 across 10 vendors and 56 practitioner responses. Would-recommend score 7.5/10.

Top rated: Manhattan Active Yard Management (8.4/10), Kaleris Yard Management (PINC) (8.1/10), FourKites Dynamic Yard (7.9/10)

Vendor Satisfaction Rankings

Practitioner-reported satisfaction scores across 220 vendors

Vendor satisfaction rankings — TMS

Vendor	Satisfaction	Would recommend	Responses
Manhattan Active Transportation Management	8.7/10	8.9/10	26
Oracle Transportation Management (OTM)	8.5/10	8.4/10	34
Blue Yonder Transportation Management	8.3/10	8.2/10	29
e2open Transportation Management	8/10	7.9/10	21
MercuryGate TMS	7.9/10	7.8/10	17
SAP Transportation Management	7.7/10	7.4/10	24
Descartes Transportation Management	7.6/10	7.7/10	13
Uber Freight TMS (Transplace)	7.5/10	7.6/10	11
Trimble Transportation Cloud	7.3/10	7.1/10	10
Alpega TMS	7.2/10	7/10	8
C.H. Robinson Navisphere	7/10	6.8/10	12
Kuebix TMS	6.9/10	7/10	7
3Gtms	6.8/10	6.9/10	6
Ramco Logistics TMS	6.4/10	6.2/10	5

Vendor satisfaction rankings — WMS

Vendor	Satisfaction	Would recommend	Responses
Manhattan Active Warehouse Management	9/10	9.2/10	31
Blue Yonder Warehouse Management	8.4/10	8.3/10	27
Körber One Warehouse (K.Motion)	8.2/10	8.1/10	22
Manhattan SCALE	8.1/10	8.3/10	16
SAP Extended Warehouse Management	7.9/10	7.6/10	25
Tecsys Elite WMS	7.8/10	7.9/10	9
Oracle WMS Cloud	7.7/10	7.5/10	15
Infor WMS	7.5/10	7.3/10	11
Softeon WMS	7.4/10	7.5/10	7
Made4net WarehouseExpert	7.3/10	7.2/10	6
Manhattan WMS for IBM i (legacy)	7.1/10	6.8/10	9
Deposco Bright Warehouse	7/10	7.1/10	6
Fishbowl Warehouse	6.7/10	6.6/10	8
Generix Solochain WMS	6.5/10	6.4/10	5

Vendor satisfaction rankings — MES

Vendor	Satisfaction	Would recommend	Responses
Siemens Opcenter Execution	8/10	7.8/10	16
Rockwell Plex MES	7.8/10	7.9/10	13
Tulip Interfaces	7.7/10	7.9/10	8
DELMIA Apriso	7.5/10	7.2/10	12
Critical Manufacturing MES	7.4/10	7.5/10	7
AVEVA Manufacturing Execution	7.2/10	7/10	9
GE Proficy Smart Factory	7/10	6.9/10	8
Aegis FactoryLogix	6.9/10	7/10	6
Epicor Advanced MES	6.8/10	6.7/10	6
L2L Connected Workforce	6.8/10	6.9/10	5
iBase-t Solumina	6.6/10	6.4/10	5
Infor MES	6.4/10	6.1/10	5
42Q MES	6.3/10	6.3/10	4
DELMIAWORKS	6.2/10	6/10	5

Vendor satisfaction rankings — SCP

Vendor	Satisfaction	Would recommend	Responses
Kinaxis Maestro	8.5/10	8.6/10	13
o9 Solutions	8.2/10	8.3/10	11
Blue Yonder Planning	7.8/10	7.5/10	12
Manhattan Active Supply Chain Planning	7.8/10	8/10	6
SAP Integrated Business Planning	7.5/10	7.2/10	15
OMP Unison Planning	7.4/10	7.3/10	7
ToolsGroup SO99+	7.3/10	7.4/10	6
Logility	7.1/10	7/10	6
GAINS	7/10	7.1/10	5
Anaplan for Supply Chain	6.9/10	6.6/10	7
AIMMS SC Navigator	6.8/10	6.9/10	4
Infor Supply Chain Planning	6.5/10	6.3/10	5
John Galt Atlas	6.4/10	6.5/10	4

Vendor satisfaction rankings — OMS

Vendor	Satisfaction	Would recommend	Responses
Manhattan Active Order Management	8.9/10	9.1/10	15
IBM Sterling Order Management	8.1/10	7.9/10	12
Blue Yonder Order Management	7.9/10	7.8/10	8
Salesforce Order Management	7.7/10	7.6/10	7
Kibo Order Management	7.6/10	7.7/10	5
Fluent Commerce	7.5/10	7.6/10	6
OneStock OMS	7.3/10	7.4/10	4
Infios OMS	7.1/10	6.9/10	5
Microsoft Dynamics 365 Commerce	7/10	6.8/10	7
SAP Order Management	6.8/10	6.5/10	6
Radial Order Management	6.7/10	6.6/10	4
Shopify Order Management	6.5/10	6.7/10	4

Vendor satisfaction rankings — YMS

Vendor	Satisfaction	Would recommend	Responses
Manhattan Active Yard Management	8.4/10	8.6/10	8
Kaleris Yard Management (PINC)	8.1/10	8/10	7
FourKites Dynamic Yard	7.9/10	7.8/10	7
C3 Solutions Yard Smart	7.6/10	7.5/10	6
Descartes Yard Management	7.4/10	7.2/10	5
Blue Yonder Yard Management	7.2/10	7/10	6
Exotrac Yard Management	6.9/10	6.8/10	4
YardView	6.8/10	6.9/10	5
Trimble Yard Management	6.6/10	6.4/10	4
4SIGHT Yard Management	6.4/10	6.3/10	4

Vendor satisfaction rankings — all categories

Vendor	Category	Satisfaction	Would recommend	Responses
Manhattan Active Warehouse Management	WMS	9/10	9.2/10	31
Manhattan Active Order Management	OMS	8.9/10	9.1/10	15
Manhattan Active Transportation Management	TMS	8.7/10	8.9/10	26
Oracle Transportation Management (OTM)	TMS	8.5/10	8.4/10	34
Kinaxis Maestro	SCP	8.5/10	8.6/10	13
Blue Yonder Warehouse Management	WMS	8.4/10	8.3/10	27
Manhattan Active Yard Management	YMS	8.4/10	8.6/10	8
Blue Yonder Transportation Management	TMS	8.3/10	8.2/10	29
Körber One Warehouse (K.Motion)	WMS	8.2/10	8.1/10	22
o9 Solutions	SCP	8.2/10	8.3/10	11
Manhattan SCALE	WMS	8.1/10	8.3/10	16
IBM Sterling Order Management	OMS	8.1/10	7.9/10	12
Kaleris Yard Management (PINC)	YMS	8.1/10	8/10	7
e2open Transportation Management	TMS	8/10	7.9/10	21
Siemens Opcenter Execution	MES	8/10	7.8/10	16
MercuryGate TMS	TMS	7.9/10	7.8/10	17
SAP Extended Warehouse Management	WMS	7.9/10	7.6/10	25
Blue Yonder Order Management	OMS	7.9/10	7.8/10	8
FourKites Dynamic Yard	YMS	7.9/10	7.8/10	7
Tecsys Elite WMS	WMS	7.8/10	7.9/10	9
Rockwell Plex MES	MES	7.8/10	7.9/10	13
Blue Yonder Planning	SCP	7.8/10	7.5/10	12
Manhattan Active Supply Chain Planning	SCP	7.8/10	8/10	6
SAP Transportation Management	TMS	7.7/10	7.4/10	24
Oracle WMS Cloud	WMS	7.7/10	7.5/10	15
Tulip Interfaces	MES	7.7/10	7.9/10	8
Salesforce Order Management	OMS	7.7/10	7.6/10	7
Descartes Transportation Management	TMS	7.6/10	7.7/10	13
Kibo Order Management	OMS	7.6/10	7.7/10	5
C3 Solutions Yard Smart	YMS	7.6/10	7.5/10	6
Uber Freight TMS (Transplace)	TMS	7.5/10	7.6/10	11
Infor WMS	WMS	7.5/10	7.3/10	11
DELMIA Apriso	MES	7.5/10	7.2/10	12
SAP Integrated Business Planning	SCP	7.5/10	7.2/10	15
Fluent Commerce	OMS	7.5/10	7.6/10	6
Softeon WMS	WMS	7.4/10	7.5/10	7
Critical Manufacturing MES	MES	7.4/10	7.5/10	7
OMP Unison Planning	SCP	7.4/10	7.3/10	7
Descartes Yard Management	YMS	7.4/10	7.2/10	5
Trimble Transportation Cloud	TMS	7.3/10	7.1/10	10
Made4net WarehouseExpert	WMS	7.3/10	7.2/10	6
ToolsGroup SO99+	SCP	7.3/10	7.4/10	6
OneStock OMS	OMS	7.3/10	7.4/10	4
Alpega TMS	TMS	7.2/10	7/10	8
AVEVA Manufacturing Execution	MES	7.2/10	7/10	9
Blue Yonder Yard Management	YMS	7.2/10	7/10	6
Manhattan WMS for IBM i (legacy)	WMS	7.1/10	6.8/10	9
Logility	SCP	7.1/10	7/10	6
Infios OMS	OMS	7.1/10	6.9/10	5
C.H. Robinson Navisphere	TMS	7/10	6.8/10	12
Deposco Bright Warehouse	WMS	7/10	7.1/10	6
GE Proficy Smart Factory	MES	7/10	6.9/10	8
GAINS	SCP	7/10	7.1/10	5
Microsoft Dynamics 365 Commerce	OMS	7/10	6.8/10	7
Kuebix TMS	TMS	6.9/10	7/10	7
Aegis FactoryLogix	MES	6.9/10	7/10	6
Anaplan for Supply Chain	SCP	6.9/10	6.6/10	7
Exotrac Yard Management	YMS	6.9/10	6.8/10	4
3Gtms	TMS	6.8/10	6.9/10	6
Epicor Advanced MES	MES	6.8/10	6.7/10	6
L2L Connected Workforce	MES	6.8/10	6.9/10	5
AIMMS SC Navigator	SCP	6.8/10	6.9/10	4
SAP Order Management	OMS	6.8/10	6.5/10	6
YardView	YMS	6.8/10	6.9/10	5
Fishbowl Warehouse	WMS	6.7/10	6.6/10	8
Radial Order Management	OMS	6.7/10	6.6/10	4
iBase-t Solumina	MES	6.6/10	6.4/10	5
Trimble Yard Management	YMS	6.6/10	6.4/10	4
Generix Solochain WMS	WMS	6.5/10	6.4/10	5
Infor Supply Chain Planning	SCP	6.5/10	6.3/10	5
Shopify Order Management	OMS	6.5/10	6.7/10	4
Ramco Logistics TMS	TMS	6.4/10	6.2/10	5
Infor MES	MES	6.4/10	6.1/10	5
John Galt Atlas	SCP	6.4/10	6.5/10	4
4SIGHT Yard Management	YMS	6.4/10	6.3/10	4
42Q MES	MES	6.3/10	6.3/10	4
DELMIAWORKS	MES	6.2/10	6/10	5

ROI Benchmarks by Technology

Real practitioner-reported improvements. Range bars show the P25 to P75 spread with median highlighted.

ROI benchmarks — Transportation Management Systems

Reported by 248 practitioners.

Metric	Average	P25	Median	P75
Freight Cost Reduction	8.9%	5%	8.5%	12%
On-Time Delivery Improvement	6.4%	3%	6%	9%

ROI benchmarks — Warehouse Management Systems

Reported by 214 practitioners.

Metric	Average	P25	Median	P75
Labor Productivity Improvement	18.2%	12%	17%	24%
Inventory Accuracy Improvement	11.6%	6%	10.5%	15%

ROI benchmarks — Manufacturing Execution & Scheduling

Reported by 118 practitioners.

Metric	Average	P25	Median	P75
OEE Improvement	9.8%	6%	9%	13%
Scrap/Waste Reduction	14.6%	9%	14%	19%

ROI benchmarks — Supply Chain Planning

Reported by 104 practitioners.

Metric	Average	P25	Median	P75
Forecast Accuracy Improvement	13.4%	8%	12.5%	17%
Inventory Reduction	12.8%	8%	12%	17%

ROI benchmarks — Order Management Systems

Reported by 86 practitioners.

Metric	Average	P25	Median	P75
Fulfillment Cost Reduction	10.7%	6%	10%	14%
Order Accuracy Improvement	7.9%	4%	7.5%	11%

ROI benchmarks — Yard Management Systems

Reported by 56 practitioners.

Metric	Average	P25	Median	P75
Dock Wait Time Reduction	22.4%	14%	21%	30%
Yard Throughput Improvement	12.1%	7%	11.5%	16%

Implementation Reality Check

How long implementations actually take, what they cost, and platform maturity

Implementation Timeline

% of respondents by duration

Implementation Timeline — data table

Implementation Timeline	TMS	WMS	MES	SCP	OMS	YMS
<1 month	2%	1%	1%	3%	2%	12%
1-3 months	14%	6%	8%	16%	12%	34%
3-6 months	30%	22%	24%	32%	30%	32%
6-12 months	34%	38%	34%	30%	34%	16%
12-18 months	14%	22%	20%	13%	16%	4%
18-24 months	4%	8%	9%	4%	4%	1%
24+ months	2%	3%	4%	2%	2%	1%

<1 month

1-3 months

3-6 months

6-12 months

12-18 months

18-24 months

24+ months

Annual Spend Distribution

% of respondents by spend bracket

Annual Spend Distribution — data table

Annual Spend Distribution	TMS	WMS	MES	SCP	OMS	YMS
<25K	3%	2%	3%	4%	3%	8%
25K-50K	7%	5%	8%	9%	8%	18%
50K-100K	15%	12%	16%	18%	17%	28%
100K-250K	24%	22%	25%	26%	25%	26%
250K-500K	22%	24%	22%	21%	22%	12%
500K-1M	16%	18%	15%	13%	14%	6%
1M-5M	10%	13%	8%	7%	8%	2%
5M-10M	2%	3%	2%	1%	2%	0%
10M+	1%	1%	1%	1%	1%	0%

<25K

25K-50K

50K-100K

100K-250K

250K-500K

500K-1M

1M-5M

5M-10M

10M+

Average Years of Use

Platform maturity by category

Average Years of Use — data table

Category	Average years in use
OMS	6.8
WMS	7.9
MES	8.4
SCP	5.6
TMS	6.4
YMS	3.2

Who's Buying What

Industry representation and company size distribution across all responses

By Industry

Response count and average satisfaction

By Industry — data table

By Industry	Responses	Avg satisfaction
Retail	118	7.7/10
Consumer Goods	104	7.8/10
Manufacturing	96	7.2/10
3PL/Logistics	92	7.6/10
Food & Beverage	78	7.5/10
E-Commerce	74	7.9/10
Pharma & Life Sciences	58	7.4/10
Automotive	52	7.1/10
Technology	48	7.6/10
Healthcare	42	7.3/10
Aerospace & Defense	34	7/10
Energy & Industrial	30	7.2/10

By Company Size

Employee count, average spend, and satisfaction

By Company Size — data table

By Company Size	Responses	Avg satisfaction
100-500	74	7.1/10
500-1000	132	7.4/10
1000-5000	246	7.6/10
5000-10000	158	7.7/10
10000-50000	142	7.5/10
50000+	74	7.8/10

From the Field

Top-rated practitioner reviews from verified supply chain professionals

Cloud-native WMS that finally keeps pace with peak
We moved off an 11-year-old on-prem WMS to Manhattan Active Warehouse Management across three DCs. The versionless quarterly updates are real — we have taken every release since go-live with zero downtime. Having labor management and slotting in the same platform eliminated two integrations, and we absorbed a 30%+ peak volume increase without adding temp labor hours.
Pros: Unified WMS, labor and slotting; No-downtime quarterly updates; Scales through peak without re-platforming
Cons: Premium price point; Integration testing takes real effort
Manhattan Active Warehouse Management — Senior Director, DC Operations · 1B–3B USD, Retail · North America

One view of inventory across stores and DCs
Manhattan Active Order Management gave us a single available-to-commerce view across 40+ stores and three DCs. Store fulfillment and ship-from-store went live in phases without disrupting the existing flow, and split-shipment rates dropped noticeably once the orchestration rules matured.
Pros: Accurate network-wide ATP; Flexible order orchestration rules; Store fulfillment out of the box
Cons: Partner implementation bench still thin; Config model has a learning curve
Manhattan Active Order Management — VP, eCommerce Fulfillment · 500M–1B USD, Retail · North America

Scenario planning in minutes, not days
Concurrent planning changed how our S&OP cycle runs. What used to be a week of spreadsheet consolidation is now a same-day scenario comparison. The caveat: it is only as good as your master data, and we spent the first six months cleaning ours.
Pros: True concurrent scenario planning; Fast what-if analysis; Strong community and support
Cons: Licensing cost adds up; Demands clean master data
Kinaxis Maestro — Director, Supply Planning · 3B–10B USD, Manufacturing · Europe

We finally know where every trailer is
Dynamic Yard closed the visibility gap between our TMS and WMS. Detention disputes are down because we have timestamps for every gate event, and dock scheduling now works off live trailer positions instead of phone calls.
Pros: Live trailer visibility; Detention tracking with evidence; Ties into carrier ETAs
Cons: Analytics could go deeper; Gate hardware integration took longer than quoted
FourKites Dynamic Yard — Yard Operations Manager · 1B–3B USD, Food & Beverage · North America

Optimization engine pays for itself
The load consolidation and multi-stop optimization delivered the savings the business case promised — mid-single-digit percent freight reduction in year one. Upgrades remain a project though, and support turnaround on complex tickets can stretch.
Pros: Strong load optimization; Solid carrier rate management; Mature parcel and LTL support
Cons: Upgrades are disruptive; Support response times vary
Blue Yonder Transportation Management — Transportation Manager · 1B–3B USD, Consumer Goods · North America

Flexible mid-market workhorse
Very configurable for a mid-market price point and our SI knew it inside out. It runs our two sites reliably. Version upgrades are proper projects, and parts of the UI feel a generation behind the cloud-native competitors.
Pros: Highly configurable workflows; Good mid-market value; Reliable day-to-day operation
Cons: Upgrade projects are heavy; UI dated in places
Körber One Warehouse (K.Motion) — Warehouse Operations Lead · 250M–500M USD, 3PL/Logistics · Europe

What supply chain software actually costs

Across WMS, SCP, TMS, OMS, YMS, implementation costs 1.4× to 2.7× the first-year licence — the number missing from every vendor quote. Median annual licence and implementation spend for all 5 categories, from 80 contracts, are in the full benchmark:

Supply chain software cost benchmarks →

Field Intelligence