BenchOpen Navo
Navo/ Bench← Maggie experiment

Microphone & realism iterations

Ongoing. Wider H3 now has original and subtle room-audio versions; listener and owner verdict pending.

Revision notes are paraphrased editorial summaries, not private conversation excerpts or formal owner votes.

Wider home-camera framing

Google · wider framing attempt

fal-ai/nano-banana-pro/edit · 2K

$0.15/image
$0.15/imagerecorded API usage · Reported API usage; invoice not reconciled.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Google photographic refinement

Google · reduced polish attempt

fal-ai/nano-banana-pro/edit · 2K

$0.15/image
$0.15/imagerecorded API usage · Reported API usage; invoice not reconciled.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Named-model realism comparison

FLUX.2 Max · 1080p requested

fal-ai/flux-2-max/edit

$0.16/image
$0.16/imagerecorded API usage · Reported API usage per delivered image; excludes taxes/funding fees. Invoice not reconciled.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Named-model realism comparison

OpenAI Sunburst · max

openai/gpt-image-2.5/sunburst/edit

$0.1718/image
$0.1718/imagerecorded API usage · Reported API usage per delivered image; excludes taxes/funding fees. Invoice not reconciled.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Named-model realism comparison

Google Nano Banana Pro · 2K

fal-ai/nano-banana-pro/edit

$0.15/image
$0.15/imagerecorded API usage · Reported API usage per delivered image; excludes taxes/funding fees. Invoice not reconciled.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Original likeness · new realism attempt

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Fresh scene without image reference

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Fresh scene from persona reference

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Rebuild from earlier reference

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Targeted skin correction

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Softened background

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Relaxed pose, lower front mic

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Stand cropped below frame

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Desk stand with visible base

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Compact podcast desk mic

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

Shure-style boom mic

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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Microphone & realism iterations

First visible desk mic

ChatGPT built-in image tool · exact backend unknown

Price unknown
Price unknownrecorded API usage · Built-in tool did not expose a USD charge; not assumed free.
AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

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HEAD-ON EDITS

Straight-on framing

Head-on edit of revision 3

Head-on edit of revision 3

ChatGPT image edit · exact backend not exposed

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Compare original source image ↗
Head-on edit of revision 4

Head-on edit of revision 4

ChatGPT image edit · exact backend not exposed

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Compare original source image ↗
About the head-on edits

Miguel liked revisions 3 and 4 and requested frontal framing. These edits use those exact Nano Banana Pro sources. ChatGPT’s built-in edit tool did not expose its backend or cost. AI scores and Miguel’s acceptance stay separate.

ORIGINAL + EIGHT REVISIONS + THREE CANDIDATES

Earlier images

Original phone image: generated Maggie home-presenter image

Original phone image

OpenAI image tool · exact backend unknown

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 1: generated Maggie home-presenter image

Image revision 1

Nano Banana Pro

Front-facing; phone on the desk. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 2: generated Maggie home-presenter image

Image revision 2

Nano Banana Pro

Front-facing; similar setup to revision 1. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 3: generated Maggie home-presenter image

Image revision 3

Nano Banana Pro

Low, wide side angle; face turned toward the window. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 4: generated Maggie home-presenter image

Image revision 4

Nano Banana Pro

Face-forward, but an off-center close camera and ceiling in view. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 5: generated Maggie home-presenter image

Image revision 5

Nano Banana Pro

Three-quarter desk angle; monitor visible. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 6: generated Maggie home-presenter image

Image revision 6

Nano Banana Pro

Three-quarter desk angle; monitor removed. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 2/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 2/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 7: generated Maggie home-presenter image

Image revision 7

Nano Banana Pro

Slightly wider desk shot; face turned toward camera. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 2/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Image revision 8: generated Maggie home-presenter image

Image revision 8

Nano Banana Pro

Head-on desk shot. Framing note, not a score.

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Candidate A: generated Maggie home-presenter image

Candidate A

OpenAI image tool

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Candidate B: generated Maggie home-presenter image

Candidate B

Nano Banana Pro

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Candidate C: generated Maggie home-presenter image

Candidate C

OpenAI image tool

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 2/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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THE $10 ROUND

Two photographic rebuilds.

Photographic reconstruction

Photographic reconstruction

GPT Image 2.5 Sunburst · max quality

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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Less cosmetic finish

Less cosmetic finish

GPT Image 2.5 Sunburst · max quality

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
still_image · 2026-10-16. Earlier model/rubric; excluded from this five-judge score.

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THE $20 COMPARISON

Five image models.

The agent chose two sources for six speaking clips; Miguel had not approved them.

Google Nano Banana2.1: generated Maggie portrait

Google Nano Banana2.1

5504×3072 · high thinking ·4K requested

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 3/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

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Speaking tests & AI reviews →
Google Nano Banana Pro: generated Maggie portrait

Google Nano Banana Pro

5504×3072 · 4K requested

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · Unknown score
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 2/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

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Speaking tests & AI reviews →
OpenAI GPT Image2.5 Sunburst: generated Maggie portrait

OpenAI GPT Image2.5 Sunburst

3840×2160 · max quality

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 3/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · Unknown score
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

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Speaking tests & AI reviews →
FLUX.2 Max: generated Maggie portrait

FLUX.2 Max

2560×1440 · 2560×1440 requested

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 2/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

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Speaking tests & AI reviews →
Qwen Image Edit2511: generated Maggie portrait

Qwen Image Edit2511

2560×1440 · 50steps · no acceleration · open-weight comparator

AI judgesFive-judge review pending0/5

A panel score needs five compatible numeric scores. Unknown results are not zero. AI diagnostics; community votes and Miguel’s verdict stay separate.

  • ClaudePending—
    anthropic/claude-sonnet-5.5
  • GeminiPending—
    google/gemini-4-argon
  • GrokPending—
    x-ai/grok-4.7
  • QwenPending—
    qwen/qwen3-vl-235b-a22b-instruct
  • MistralPending—
    mistralai/mistral-large-4-0

Video frame reviews cover sampled visuals; they do not certify audio, lip sync or every frame.

Earlier reviews · 3

google/gemini-3.8-flash · 4/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

openai/gpt-5.6-sol · 2/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

qwen/qwen3-vl-235b-a22b-instruct · 3/4
One resized still preview; motion/audio not reviewed · . Earlier model/rubric; excluded from this five-judge score.

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Speaking tests & AI reviews →