Gemma 4 31B

Google · Gemma · measured on live video

Overshoot API id google/gemma-4-31B-it

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) · 141 ms end to end.


Overshoot	US East (Virginia)	270 tok/s	52 ms	141 ms	$0.27	<200 ms
Overshoot	US West (Oregon)	270 tok/s	54 ms	143 ms	$0.27	<200 ms
Overshoot	EU West (Ireland)	270 tok/s	63 ms	152 ms	$0.27	<200 ms
Overshoot	EU Central (Frankfurt)	270 tok/s	67 ms	155 ms	$0.27	<200 ms
Overshoot	Asia Pacific (Tokyo)	270 tok/s	80 ms	169 ms	$0.27	<200 ms
Overshoot	Asia Pacific (Mumbai)	270 tok/s	100 ms	189 ms	$0.27	<200 ms
Overshoot	Middle East (Dubai)	270 tok/s	103 ms	192 ms	$0.27	<200 ms
Overshoot	South America (São Paulo)	270 tok/s	108 ms	197 ms	$0.27	<200 ms
Together	US East (Virginia)	173 tok/s	91 ms	230 ms	$0.27	–
Together	US West (Oregon)	173 tok/s	97 ms	236 ms	$0.27	–
Together	EU West (Ireland)	173 tok/s	103 ms	242 ms	$0.27	–
Novita	US East (Virginia)	150 tok/s	98 ms	259 ms	$0.21	–
vLLM (self-host)	US East (Virginia)	137 tok/s	106 ms	281 ms	$0.17	–
Novita	Asia Pacific (Tokyo)	150 tok/s	127 ms	287 ms	$0.21	–
vLLM (self-host)	EU West (Ireland)	137 tok/s	117 ms	291 ms	$0.17	–

Illustrative samples shared across models, not verbatim output from Gemma 4 31B.

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.

Gemini 3.1 Provs

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