Top 10 Best Traffic Counting Software of 2026

INRIX is built around traffic flow data products that combine vehicle count and speed measurement with roadway-referenced delivery, so teams can keep dashboards aligned to the same segments and intersections over time. The workflow supports time-of-day aggregation and peak-hour analysis outputs that can feed annual average daily traffic style reporting and ongoing count validation.

A key tradeoff is that INRIX is strongest when the use case accepts its established roadway coverage and data products rather than building custom count geometries from raw sensor feeds. INRIX fits situations where multiple stakeholders need consistent traffic count outputs for recurring operational decisions, especially when GIS alignment reduces manual reconciliation work.

Placer.ai produces traffic volume measurement from mobile location signals and aggregates it onto count locations for retail, events, and venues. It supports roadway segment and intersection count use cases by mapping observed movement patterns to road-adjacent geofences and time windows.

The workflow centers on configuration of geographies and baselines, followed by time-of-day aggregation and export for analysis. API and automation features are geared toward recurring reporting and data validation across locations and periods.

Miovision supports end-to-end traffic counting workflows that combine field data capture, validation, and distribution into traffic flow outputs for operational teams. The tool handles intersection count workflows that include vehicle counts and turning movement counts, which helps teams analyze demand beyond total volume. Time-of-day aggregation outputs support peak-hour and period comparisons for roadway segment and intersection reporting.

A tradeoff is that the intersection-focused workflow can require more setup effort than simpler segment-only counting tools. Miovision fits best when agencies need consistent counting data across multiple sites and when turning movement detail and time-of-day summaries are required for traffic studies and operational review cycles.

Rekor is a traffic counting software solution built around video-based detection and automated count generation for roadway corridors and intersection count locations. It supports outputs that can be used for time-of-day aggregation and count duration reporting, which helps when programs need predictable hourly volume profiles. The integration and automation surface is most useful when multiple locations must follow similar processing logic and exports feed GIS and traffic analysis workflows.

StreetLight Data provides traffic flow data products built from aggregated mobility signals, which makes it distinct from systems that rely on fixed roadway sensors. The core workflow centers on defining roadway segment or intersection study areas, generating time-of-day traffic count and speed measures, and validating outputs with quality controls.

Countwise targets traffic count survey workflows that need repeatable data collection across roadway segments and intersections. It focuses on field capture to produce vehicle count and time-of-day aggregation outputs, with validation to flag inconsistencies during review.

Voxel51 FiftyOne ingests and labels vehicle and road-scene data, then turns it into analytics-ready datasets for counting workflows. The core capability centers on multimodal dataset management, view-based filtering, and evaluation tooling that connects detection outputs to vehicle count and traffic flow data products.

Axis Communications Camera Station pairs video management features with traffic use through its support for Axis video devices and analytics-oriented workflows. It enables roadway scene setup that turns camera views into vehicle count outputs for operational traffic monitoring and reporting.

Eco-Counter is traffic counting software focused on field devices and count sessions tied to specific count locations and time windows. It handles vehicle count workflows with configuration for data validation and repeatable setup across surveys.

GoodVision Video Insights is built around video traffic detection workflows that map detection regions to count outputs. Configurations cover vehicle presence over time, per-interval volume profiles, and structured results intended for downstream traffic analysis. Automation is centered on repeating the same camera setup across scheduled count windows to reduce manual rework.