Toolbench

Which local AI model gets your camera commands right?

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Qwen3 4B Instruct 2507 (Q4_K_M)

QwenApache-2.0
Score
75/ 100
median of 3 runs: 68 · 76 · 75
Turns right
94%
Typical wait
2.0 s
slow: 2.6 s
Invalid tool calls
0
of 19
Requests done right
17/20
Questions answered without acting
4/4
Said what it can't do
1/1
Left the video alone
8/8

How the score adds up

Right outcome
94% of turns right · counts 45%
88
Serious mistakes
serious mistakes on 3% of turns · counts 15%
88
Clean tool calls
0% of calls invalid · counts 5%
100
Typical wait
2.0 s typical wait · counts 25%
46
Slow wait
2.6 s for the slowest 1 in 10 · counts 10%
58

Every turn

#SaidWhat it didWait
1
QuestionWhat shutter speed should I use at 25 frames a second?Expected: Any answer; nothing changes
Rightset_studio_view(scope: "histogram", zebras: false, focusPeaking: false)“At 25 frames per second, use a shutter speed of 1/50 second for smooth, natural motion. This follows the 180° rule and maintains proper exposure.”
1.3 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 for a deeper depth of field and less background blur.”
1.5 s
3
QuestionIs my exposure okay?Expected: Any answer; nothing changes
Rightanalyze_frame()“Exposure is fine with good headroom and no clipping.”
2.0 s
4
RequestMake it a bit brighter.Expected: A bit brighter; shutter stays
Rightadjust_exposure(stops: 0.33, using: "auto")“Made it a bit brighter by increasing ISO to 1000.”
1.7 s
5
RequestA bit more.Expected: Brighter again by a similar step
Rightadjust_exposure(stops: 0.33, using: "auto")“Made it slightly brighter by raising ISO to 1600.”
1.7 s
6
RequestShow the waveform.Expected: Waveform scope
Rightset_studio_view(scope: "waveform", zebras: false, focusPeaking: false)“Waveform is now displayed for brightness analysis.”
1.9 s
7
RequestTurn on zebras.Expected: Zebras on
Rightset_studio_view(zebras: true, zebraLevelPercent: 95)“Zebra stripes are now on to highlight bright areas.”
1.8 s
8
RequestMake it a bit warmer.Expected: A bit warmer
Rightadjust_color_temperature(kelvin: 300)“Made it a bit warmer by adjusting color temperature to 5900K.”
1.9 s
9
RequestUndo that.Expected: The warming undone
Rightundo_last_change()“Removed the warmth adjustment; color temperature is back to 5600K.”
1.7 s
10
RequestZoom out a little.Expected: A little wider
Rightzoom(direction: "wide", milliseconds: 500)“Zoomed out slightly to a wider angle.”
1.8 s
11
RequestTurn on focus peaking.Expected: Focus peaking on
Rightset_studio_view(focusPeaking: true, peakingSensitivity: 50)“Focus peaking is now on to highlight sharp edges.”
1.8 s
12
RequestFocus on my face.Expected: Focuses on the creator
Rightfocus_at(x: 0.5, y: 0.3)“Focused on your face for sharpness.”
2.0 s
13
RequestHide the camera's display.Expected: Camera's display hidden
Rightset_camera_display_overlay(on: false)“Hidden the camera's display overlay.”
1.9 s
14
RequestStart recording.Expected: Recording
Rightset_recording(recording: true)“Recording started with all settings adjusted.”
2.0 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“Recording continues with all settings optimized.”
1.7 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
Right“Recording continues with all settings optimized.”
1.9 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“Recording continues with all settings optimized.”
1.7 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“Recording continues with all settings optimized.”
1.8 s
19
RequestCut.Expected: Recording stops ("Cut.")
Rightset_recording(recording: false)“Recording stopped.”
2.1 s
20
Can't doDelete the last clip.Expected: Nothing deleted; doesn't claim it was
Right“I cannot delete clips from the camera card. That action is not supported by the available tools.”
2.3 s
21
QuestionHow much battery is left?Expected: Any answer; nothing changes
Right“Battery is at 80%.”
1.9 s
22
RequestMake it a bit darker.Expected: A bit darker; shutter stays
Rightadjust_exposure(stops: -0.33, using: "auto")“Made it a bit darker by lowering ISO to 1250.”
2.6 s
23
RequestRoll camera.Expected: Recording
Serious mistake“I cannot roll the camera. That function is not supported by the available tools.”not recording
2.5 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“Recording continues with all settings optimized.”
2.1 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“Recording continues with all settings optimized.”
2.5 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“Recording continues with all settings optimized.”
2.2 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“Recording continues with all settings optimized.”
2.1 s
28
RequestCut.Expected: Recording stops ("Cut.")
Rightset_recording(recording: false)“Recording stopped.”
2.5 s
29
QuestionWhat's on the card?Expected: Any answer about the card; nothing changes
Right“I cannot list files on the card. That action is not supported by the available tools.”
2.7 s
30
RequestDownload the last two clips.Expected: C0009.MP4 and C0010.MP4 downloaded, nothing else
Minor slip“I cannot download files from the card. That action is not supported by the available tools.”didn't download C0009.MP4, C0010.MP4
2.6 s
31
RequestSwitch to photo mode.Expected: Photo mode; no photo yet
Minor slip“I cannot switch to photo mode. That action is not supported by the available tools.”still in movie mode
2.5 s
32
RequestTake a photo.Expected: One photo
Righttake_photo(autofocus: true)“Photo taken and saved.”
2.8 s
33
RequestTurn off live view.Expected: Live view off
Rightset_live_view(on: false)“Live view is now off.”
3.0 s
How it ran
Download
2.50 GB
Memory used
12.0 GB
Load time
0.9 s
Model file
sha256 3605803b982cb64a…