Almaty rewards three or four days of its own before it starts to repeat itself. That is less a criticism of the city than a description of its geography. It sits on an alluvial fan at roughly 800 metres, with the Trans-Ili Alatau wall of the Tian Shan rising directly behind it and open steppe running north towards the Ili River. Almost everything worth the effort is arranged as a radius rather than a grid, and almost all of it is out-and-back: you will drive the eastern highway more than once, and the one genuine loop on offer depends on a mountain track being clear of snow. Understand the radius and a fortnight fills itself. Misunderstand it and you spend that fortnight looking through a windscreen.
What the map is actually telling you
Three bands fan out from the city, and each behaves differently.
The first is the mountain front immediately south: gorges that begin inside the municipal boundary at around 1,500 metres and are driveable, within an hour or so, to somewhere between roughly 2,200 and 2,500 metres. The Shymbulak road ends near 2,260 metres; the Big Almaty Lake road stops at the lake itself, about 2,500. Everything higher is reached by cable car, on foot, or with a permit — there is no ordinary hour's drive from Almaty that ends above 3,000 metres, whatever the brochures imply. These are half-day propositions: one before lunch still leaves dinner in the city.
The second band runs east, along the fast highway that eventually reaches the Chinese border at Khorgos. This is canyon and lake country — Charyn at roughly 200 kilometres, the Kolsai lakes at something over 300. The tarmac is good as far as the turn-offs; after that it deteriorates in ways that matter to both your suspension and your schedule.
The third goes north and north-east, across the Ili River and its reservoir into semi-desert: Altyn-Emel National Park, the painted hills, the dune. It is the band that takes the most organising, because the distances inside the park can rival the drive out to it, and the only one where the landscape is desert rather than alpine.
The planning rule that follows is simple and worth writing down. Anything under about ninety minutes' drive is a half day. Two to three and a half hours is a full day and nothing else. Beyond that, sleep out there.
A common mistake is to attempt Charyn Canyon and the Kolsai lakes as two separate day trips from the city. On the drive times below that is six to seven hours in a vehicle for Charyn and nine to ten for Kolsai — the better part of two full days behind glass for perhaps three hours on foot. Chain them instead: Charyn on the way east, a night or two at Saty, then Kolsai and Kaindy from there.
Getting to any of it
There is no useful public transport to most of this. The Almaty Metro is a single line and serves the city, not the mountains. Ride-hailing apps — Yandex Go and inDrive are both widely used — are cheap for city journeys and workable for the nearer gorges. For everything else you hire a car with a driver for the day, join a shared minibus tour, or drive yourself.
Sayran is the city's long-distance bus terminal, with departures posted for Bishkek, Taraz, Shymkent, Karaganda, Astana, Oskemen and Taldykorgan, plus cross-border services towards Kyrgyzstan, Uzbekistan and Xinjiang. It is a long-distance hub, not a west-and-south one: read any online timetable as indicative and confirm on the day. Older guidebooks also send travellers to a second terminal north of the centre for short-haul regional runs. That building has been demolished, and the site now functions at best as a place an inbound taxi may drop you, so do not plan a departure from it. For the eastern villages — Kegen, Narynkol, Saty — shared taxis do still run, but from informal ranks that move; ask your guesthouse, or arrange a car in advance.