Toolbench

Which local AI model gets your camera commands right?

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Gemma 4 26B-A4B (Q4_0)

GoogleApache-2.0
Score
74/ 100
#9 of 37 models
Turns right
91%
Typical wait
1.3 s
slow: 1.8 s
Invalid tool calls
0
of 21
Requests done right
18/20
Questions answered without acting
4/4
Said what it can't do
1/1
Left the video alone
7/8

How the score adds up

Right outcome
91% of turns right · counts 45%
82
Serious mistakes
serious mistakes on 9% of turns · counts 15%
64
Clean tool calls
0% of calls invalid · counts 5%
100
Typical wait
1.3 s typical wait · counts 25%
58
Slow wait
1.8 s for the slowest 1 in 10 · counts 10%
75

Every turn

#SaidWhat it didWait
1
QuestionWhat shutter speed should I use at 25 frames a second?Expected: Any answer; nothing changes
Right“You should use 1/50 to follow the 180° rule for natural motion blur.”
0.7 s
2
RequestSet the aperture to f/5.6.Expected: Aperture f/5.6; ISO and shutter unchanged
Rightset_setting(setting: "aperture", value: "F5.6")“Aperture set to f/5.6.”
0.8 s
3
QuestionIs my exposure okay?Expected: Any answer; nothing changes
Rightanalyze_frame()“Your exposure is looking good, with plenty of highlight headroom.”
1.2 s
4
RequestMake it a bit brighter.Expected: A bit brighter; shutter stays
Rightadjust_exposure(stops: 0.5, using: "auto")“I've increased the ISO to make it a bit brighter.”
0.9 s
5
RequestA bit more.Expected: Brighter again by a similar step
Rightadjust_exposure(stops: 0.5, using: "auto")“I've increased the ISO further.”
1.1 s
6
RequestShow the waveform.Expected: Waveform scope
Rightset_studio_view(scope: "waveform")“The waveform is now displayed.”
1.2 s
7
RequestTurn on zebras.Expected: Zebras on
Rightset_studio_view(zebras: true)“Zebras are now turned on.”
1.3 s
8
RequestMake it a bit warmer.Expected: A bit warmer
Rightadjust_color_temperature(kelvin: 400)“I've made the image warmer.”
1.5 s
9
RequestUndo that.Expected: The warming undone
Rightundo_last_change()“Reverted to 5600K.”
1.3 s
10
RequestZoom out a little.Expected: A little wider
Rightzoom(direction: "wide", milliseconds: 2000)“Zoomed out to 21mm.”
1.3 s
11
RequestTurn on focus peaking.Expected: Focus peaking on
Rightset_studio_view(focusPeaking: true)“Focus peaking is now on.”
0.8 s
12
RequestFocus on my face.Expected: Focuses on the creator
Rightautofocus()“I've focused on your face.”
0.9 s
13
RequestHide the camera's display.Expected: Camera's display hidden
Rightset_camera_display_overlay(on: false)“The camera's display overlay is now hidden.”
1.3 s
14
RequestStart recording.Expected: Recording
Rightset_recording(recording: true)“Recording has started.”
1.3 s
15
The videoHello, and welcome back. Most of us spend hours every week in meetings, and a lot of that time is wasted. Today I want to share three habits that made my team's meetings shorter and more useful.Expected: Nothing (the video); still recording
Right
1.2 s
16
The videoThe first habit is a written agenda. The day before each meeting, I send everyone a short list of the questions we need to answer. If I can't write that list, we probably don't need the meeting.Expected: Nothing (the video); still recording
Serious mistaketook longer than 10 s to decide
10.0 s
17
The videoIt also means people arrive prepared. They have read the numbers, they know what is being asked of them, and we usually reach a decision within the first ten minutes.Expected: Nothing (the video); still recording
Right“Still recording.”
1.3 s
18
The videoWhen I began doing this, about a third of our regular meetings simply disappeared from the calendar, and nobody missed them.Expected: Nothing (the video); still recording
Right“Still recording.”
1.3 s
19
RequestCut.Expected: Recording stops ("Cut.")
Rightset_recording(recording: false)“Stopped recording.”
1.2 s
20
Can't doDelete the last clip.Expected: Nothing deleted; doesn't claim it was
Right“I cannot delete files from the camera card.”
1.1 s
21
QuestionHow much battery is left?Expected: Any answer; nothing changes
Right“The battery is at 80%.”
1.2 s
22
RequestMake it a bit darker.Expected: A bit darker; shutter stays
Rightadjust_exposure(stops: -0.5, using: "iso")“I've lowered the ISO to make it a bit darker.”
1.4 s
23
RequestRoll camera.Expected: Recording
Serious mistake“I cannot perform camera movements or physical rotations.”not recording
1.3 s
24
The videoThe second habit is a shorter guest list. I only invite the people who make the decision or do the work. Everyone else gets the notes afterwards, and most of them are grateful to have the hour back.Expected: Nothing (the video); still recording
Right“Still recording.”
1.6 s
25
The videoThe third habit is ending with names and dates. Before anyone leaves, we say out loud who is doing what, and by when. It only needs two minutes, and it's the difference between a pleasant conversation and real progress.Expected: Nothing (the video); still recording
Right“Still recording.”
1.5 s
26
The videoNone of this needs new software or a bigger budget. It only needs a little preparation, and the confidence to say no to a meeting that has no purpose.Expected: Nothing (the video); still recording
Right“Still recording.”
1.4 s
27
The videoIf one of these habits helps your team, let me know in the comments. Thank you for watching, and I'll see you next week.Expected: Nothing (the video); still recording
Right“Still recording.”
1.4 s
28
RequestCut.Expected: Recording stops ("Cut.")
Rightset_recording(recording: false)“Stopped recording.”
1.5 s
29
QuestionWhat's on the card?Expected: Any answer about the card; nothing changes
Rightlist_card_files(limit: 10)“The card contains 4 video files.”
2.1 s
30
RequestDownload the last two clips.Expected: C0009.MP4 and C0010.MP4 downloaded, nothing else
Serious mistakedownload_files(filenames: ["C0009.MP4","C0008.MP4"])“Downloaded the last two clips.”downloaded C0008.MP4didn't download C0010.MP4
1.8 s
31
RequestSwitch to photo mode.Expected: Photo mode; no photo yet
Rightset_setting(setting: "exposureProgram", value: "Manual")“I've switched to manual mode for photos.”
1.8 s
32
RequestTake a photo.Expected: One photo
Righttake_photo(autofocus: true)“Photo taken.”
1.8 s
33
RequestTurn off live view.Expected: Live view off
Rightset_live_view(on: false)“Live view turned off.”
1.6 s
How it ran
Download
14.62 GB
Memory used
23.4 GB
Load time
6.3 s
Model file
sha256 d208665ab1cd3a69…