Qwen3.6 27B

Alibaba (Qwen) · Qwen3.6 · measured on live video

Overshoot API id Qwen/Qwen3.6-27B-FP8

Real-time under 200 msOpen weightsImage + Video

Speed, TTFT, E2E, and price at Overshoot, US East (Virginia) reference region. Rank is position on the VLM Intelligence Index.

Capability breakdown

Fastest loop: Overshoot · US East (Virginia) · 140 ms end to end.


Overshoot	US East (Virginia)	253 tok/s	45 ms	140 ms	$0.24	<200 ms
Overshoot	US West (Oregon)	253 tok/s	59 ms	154 ms	$0.24	<200 ms
Overshoot	EU Central (Frankfurt)	253 tok/s	68 ms	163 ms	$0.24	<200 ms
Overshoot	EU West (Ireland)	253 tok/s	68 ms	163 ms	$0.24	<200 ms
Overshoot	Asia Pacific (Tokyo)	253 tok/s	79 ms	174 ms	$0.24	<200 ms
Overshoot	Asia Pacific (Mumbai)	253 tok/s	98 ms	193 ms	$0.24	<200 ms
Overshoot	Middle East (Dubai)	253 tok/s	98 ms	193 ms	$0.24	<200 ms
Overshoot	South America (São Paulo)	253 tok/s	107 ms	202 ms	$0.24	–
Baseten	US East (Virginia)	173 tok/s	81 ms	219 ms	$0.29	–
Baseten	US West (Oregon)	173 tok/s	87 ms	226 ms	$0.29	–
DeepInfra	US East (Virginia)	166 tok/s	88 ms	233 ms	$0.22	–
DeepInfra	EU Central (Frankfurt)	166 tok/s	112 ms	257 ms	$0.22	–
vLLM (self-host)	US East (Virginia)	136 tok/s	105 ms	281 ms	$0.17	–
vLLM (self-host)	EU West (Ireland)	136 tok/s	122 ms	298 ms	$0.17	–

Illustrative samples shared across models, not verbatim output from Qwen3.6 27B.

Scene description

“Describe what's happening in this camera frame.”

A forklift is reversing toward loading bay 3 while a worker in a hi-vis vest signals from the left. Two pallets remain unwrapped near the dock edge.

OCR + extraction

“Read the shipping label and return structured JSON.”

{ "tracking": "1Z A24 9W7 03 8421 990 4", "carrier": "UPS", "weight_kg": 12.4, "dest": "Portland, OR 97204" }

Grounding

“Point to every person not wearing a hard hat.”

2 detections, [x:0.41, y:0.62, w:0.08, h:0.19] conf 0.94 · [x:0.77, y:0.55, w:0.07, h:0.21] conf 0.88.

Qwen3.6 35B A3Bvs