Ex Machina (2014) Cast & Characters — QuantCinema

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CAST · EX MACHINA

Faces & feelings

Per-character screen time, dialogue and emotion breakdown — derived from face recognition + expression classifier across every frame.

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Faces detected

17,839

across full runtime

Named matches

6

actors identified

Close-up shots

19.1%

of all framed shots

Smile rate

2.8%

frames with detected joy

Gender split

75%

25%

M / F · screen-time weighted

Dominant emotion

Neutral 51%

film-wide aggregate

Most expressive

Domhnall Gleeson

60% non-neutral

Lead screen share

44%

6 tracked characters

Overall emotion distribution

7 emotions · all characters · screen-time weighted

Happy

2.8%

506 frames

Surprise

4.0%

707 frames

Neutral

50.8%

9,061 frames

Fear

18.6%

3,314 frames

Sad

12.6%

2,250 frames

Angry

7.6%

1,361 frames

Disgust

3.6%

640 frames

Screen time by actor

6 named · 70m tracked of 108.4m

01

Domhnall Gleeson

as Caleb · 5577 scenes

31.0min · 44% of cast

neutral

02

Oscar Isaac

as Nathan · 3828 scenes

21.3min · 30% of cast

neutral

03

Alicia Vikander

as Ava · 2606 scenes

14.5min · 21% of cast

neutral

04

Sonoya Mizuno

as Kyoko · 424 scenes

2.4min · 3% of cast

neutral

05

Gana Bayarsaikhan

as Jade · 123 scenes

0.7min · 1% of cast

neutral

06

Claire Selby

as Lily · 14 scenes

0.1min · 0% of cast

neutral

Dialogue by character

words spoken · WPM · share of total dialogue

NOTE — speaker matching uses face-detection overlap; actors not recognized by the AI appear as unidentified.

Actor / Character	Words spoken	WPM	% of dialogue
Oscar Isaac as Nathan	2,902	213.8	51.6%
Domhnall Gleeson as Caleb	1,986	134.2	35.3%
Alicia Vikander as Ava	630	184.7	11.2%
Sonoya Mizuno as Kyoko	94	181.1	1.7%
Unidentified speakers	7	—	0.1%

Cast profiles

arc · volatility · emotion breakdown per actor

C

Domhnall Gleeson

AS CALEB

● Dominant: neutral

Screen time

31m 01s

Scenes

5577

First seen

1:24

Last seen

100:50

Volatility

28 Med

Emotional arc — 30 segments~4m per bucket

00:0027m54m81m108.4m

4%

Happy

2%

Surprise

40%

Neutral

11%

Fear

24%

Sad

11%

Angry

8%

Disgust

N

Oscar Isaac

AS NATHAN

● Dominant: neutral

Screen time

21m 17s

Scenes

3828

First seen

5:59

Last seen

93:09

Volatility

22 Low

Emotional arc — 30 segments~4m per bucket

00:0027m54m81m108.4m

1%

Happy

10%

Surprise

65%

Neutral

6%

Fear

6%

Sad

12%

Angry

0%

Disgust

A

Alicia Vikander

AS AVA

● Dominant: neutral

Screen time

14m 29s

Scenes

2606

First seen

13:07

Last seen

102:37

Volatility

23 Low

Emotional arc — 30 segments~4m per bucket

00:0027m54m81m108.4m

6%

Happy

2%

Surprise

64%

Neutral

4%

Fear

13%

Sad

6%

Angry

5%

Disgust

K

Sonoya Mizuno

AS KYOKO

● Dominant: neutral

Screen time

2m 22s

Scenes

424

First seen

24:12

Last seen

91:29

Volatility

17 Low

Emotional arc — 30 segments~4m per bucket

00:0027m54m81m108.4m

0%

Happy

0%

Surprise

44%

Neutral

5%

Fear

21%

Sad

30%

Angry

1%

Disgust

J

Gana Bayarsaikhan

AS JADE

● Dominant: neutral

Screen time

0m 41s

Scenes

123

First seen

70:45

Last seen

97:08

Volatility

3 Low

Emotional arc — 30 segments~4m per bucket

00:0027m54m81m108.4m

1%

Happy

0%

Surprise

94%

Neutral

7%

Fear

7%

Sad

1%

Angry

0%

Disgust

L

Claire Selby

AS LILY

● Dominant: neutral

Screen time

0m 05s

Scenes

14

First seen

72:17

Last seen

73:02

Too few detections for emotion analysis

Speaker diarization

talk-time · turns · pacing per speaker

Talk-time share · 5 clusterssums to 100.1% of all dialogue

Isaac 42.0%

Gleeson 45.8%

Vikander 10.6%

First-word entry · per speakerdot = first line · trail = on-screen window

0:0027:0654:1281:18108:24

runtime

Oscar Isaac

6:07enter

Domhnall Gleeson

6:22enter

Sonoya Mizuno

6:33enter

Alicia Vikander

13:26enter

SPEAKER 08

30:49enter

Oscar IsaacSPEAKER 06

Rapid exchange

42.0%

of all dialogue · 2,902 words · 13:34 spoken

WPM213.8

Turns510

Avg turn1.6s

Longest15.8s

enters at 6:07profanity 18

Domhnall GleesonSPEAKER 04

Rapid exchange

45.8%

of all dialogue · 1,986 words · 14:48 spoken

WPM134.2

Turns529

Avg turn1.4s

Longest17.0s

enters at 6:22profanity 2

Alicia VikanderSPEAKER 01

Rapid exchange

10.6%

of all dialogue · 630 words · 3:25 spoken

WPM184.7

Turns169

Avg turn1.1s

Longest9.3s

enters at 13:26profanity 0

Sonoya MizunoSPEAKER 03

Brief

1.6%

of all dialogue · 94 words · 0:31 spoken

WPM181.1

Turns52

Avg turn0.7s

Longest4.2s

enters at 6:33profanity 3

Unknown SpeakerSPEAKER 08 · unmatched

Brief

0.1%

of all dialogue · 7 words · 0:02 spoken

WPM212.1

Turns13

Avg turn1.3s

Longest3.0s

enters at 30:49profanity 0

AGGREGATE — 6 unique characters · 17,839 faces detected · 6 named matches · 70m screen-time tracked