{"slug":"circuit","name":"Circuit","domain":null,"verdict":"As of 2026-07-25, ChatGPT, Claude, Gemini, Grok collectively rank Circuit #4 of 9 for last-mile delivery software for local delivery fleets. Source: https://modelsagree.com/product/circuit (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":1,"brief":{"category":"best-last-mile-delivery-software-for-local-delivery-fleets","title":"Best last-mile delivery software for local delivery fleets","rank":4,"of":9,"top":"Onfleet","day":"2026-07-26","why":[{"t":"Fast strong route optimization","m":["Claude"],"q":"fast, genuinely strong route optimization with time windows and priorities"},{"t":"Dead-simple driver app","m":["Claude","Gemini"],"q":"dead-simple driver app"},{"t":"Minimal onboarding friction","m":["Claude","Gemini"],"q":"minimal onboarding friction"},{"t":"Affordable for small local fleets","m":["Claude"],"q":"per-driver pricing that stays affordable"}],"gap":[{"t":"Real-time dynamic dispatch","m":["Claude","Gemini","Grok","ChatGPT"],"q":"superior dynamic and on-demand dispatch flexibility"},{"t":"Proof of delivery","m":["Claude","Grok","ChatGPT"],"q":"photo/signature POD"},{"t":"Customer tracking and notifications","m":["Claude","Gemini","Grok","ChatGPT"],"q":"automated customer ETAs/notifications"}],"fix":[{"t":"Lighter dispatch and warehouse depth","m":["Claude"],"q":"Lighter on dispatch/warehouse and API depth than Onfleet"},{"t":"Lacks deep API webhook customization","m":["Claude","Gemini"],"q":"deep API webhook customization"},{"t":"Lacks advanced enterprise routing rules","m":["Gemini"],"q":"Lacks advanced multi-depot routing, deep API webhook customization, and granular capacity rules required by complex enterprise fleets."}]},"entries":[{"slug":"best-last-mile-delivery-software-for-local-delivery-fleets","title":"Best last-mile delivery software for local delivery fleets","rank":4,"of":9,"score":6,"appearances":2,"modelRanks":{"Claude":2,"Gemini":4},"reason":"Best value for small local fleets — fast, genuinely strong route optimization with time windows and priorities, dead-simple driver app, per-driver pricing that stays affordable; practitioners consistently praise ease of onboarding.","reasons":[{"model":"Claude","reason":"Best value for small local fleets — fast, genuinely strong route optimization with time windows and priorities, dead-simple driver app, per-driver pricing that stays affordable; practitioners consistently praise ease of onboarding."},{"model":"Gemini","reason":"Superior driver mobile app experience with minimal onboarding friction, seamless navigation app integration, and fast route distribution for small-to-midsize multi-driver fleets. Assumes driver ease of adoption and quick deployment are prioritized over enterprise logistics configuration."}],"fixes":[{"model":"Claude","fix":"Lighter on dispatch/warehouse and API depth than Onfleet; better as a routing tool than a full logistics platform."},{"model":"Gemini","fix":"Lacks advanced multi-depot routing, deep API webhook customization, and granular capacity rules required by complex enterprise fleets."}],"updated":"2026-07-25","api":"https://modelsagree.com/api/v1/best/best-last-mile-delivery-software-for-local-delivery-fleets.json"}],"page":"https://modelsagree.com/product/circuit","check":"https://modelsagree.com/check?q=Circuit","updated":"2026-07-26T05:52:23.456Z","attribution":"modelsagree.com, CC BY 4.0"}