When AI Reads Comics: A Panel-by-Panel Comparison Between Gemini, Claude, and ChatGPT
โฆand Why Iโm Still Using ChatGPT for Creative Work (For Now)
By Alwyn Art-C Chronicles
Introduction: Letting Three AIs Read One Comic
Comics are an interesting Rorschach test. Give a page to ten people and youโll get twelve interpretations. Give it to three AI models โ Claude, Gemini, and ChatGPT โ and you quickly learn how each one โthinks,โ what they assume, and where they overstep.
To test this, I fed them one of my comics: a two-page satire blending:
- Hollywood sci-fi
- mundane civic bureaucracy
- reinforcement-learning jokes
- anime-assistant energy
- and a HAL-9000 homage
The comic itself is intentionally layered โ half absurdity, half civics, half deadpan. (Yes, thatโs three halves. Itโs that kind of comic.)
This essay walks through how each model interpreted it, panel by panel, and concludes with why, after this experiment, Iโm sticking with ChatGPT for my creative workflow.
At the end, youโll also find a bonus section explaining the AI Fighter II Turbo meme, and why these models map so naturally to Street Fighter archetypes.
๐งฉ PAGE-BY-PAGE, PANEL-BY-PANEL: What Each Model Actually Saw
Below is a systematic comparison of each panel:
- whatโs actually drawn,
- what each model claimed,
- where they hallucinated,
- and where they preserved intent.
PAGE 1
Panel 1โ2: โHow Hollywood envisioned machine takeoverโ
Whatโs actually in the panel: A Terminator-style robot, dramatic rubble, explosions โ a parody of Hollywoodโs AI apocalypse.
Claudeโs take:
Correctly identifies the robotโฆ then treats the scene seriously. Misses the parody, misses the satire.
Verdict: 70% accurate structurally, 0% tonal fidelity.
Geminiโs take:
Same as Claude โ sees โsci-fi robot war,โ misses the joke entirely.
Verdict: 65%, humor-blind.
ChatGPTโs take:
Recognizes it as parody โ a setup to contrast Hollywood fantasy with a mundane reality.
Verdict: 90%, closest to authorial intent.
Panel 3: โHow itโll happenโฆโ โ The ballot arrives
Whatโs actually in the panel: A King County ballot envelope. The tonal pivot: from spectacle โ bureaucracy.
Claude:
Correctly sees the ballot. Invents a narrative about election infiltration.
Verdict: 60%, overreach.
Gemini:
Same ballot recognition. Adds ethical judgments (โcorrupting influenceโ).
Verdict: 55%, moralizing.
ChatGPT:
Reads it plainly: a contrast between sci-fi takeover and real-world AI drift.
Verdict: 95%, clean and non-intrusive.
Panel 4: โHey GPT Ballotโs here!โ + RL hype speech
Actual content: BEAST-shirt guy yelling: โMake Bellman proud girl!!! I wanna wake up RICH!!โ
Bellman = Bellman equation. Itโs an RL joke.
Claude:
Misses Bellman reference. Interprets it as a literal โmake a man named Bellman proud.โ Treats โwake up richโ as literal greed.
Verdict: 30% โ missed everything.
Gemini:
Also misses Bellman. Frames the panel as election-motivated greed and wrongdoing.
Verdict: 40% โ technical blind spot + moral projection.
ChatGPT:
Recognizes messy hype, RL reference, and retains comedic tone.
Verdict: 85% โ solid match.
Panel 5: โRyลkai desu!โ (GPT-40)
Actual content: Anime-style โGot it!โ from the girl. Submissive comedic timing. You even noted earlier: Claude misassigned the speaker here.
Claude:
Pairs the wrong face with the speech bubble. Misses the emotional expression completely.
Verdict: 20%.
Gemini:
Translates the Japanese correctly, but interprets the scene as an unethical obedience dynamic.
Verdict: 50%.
ChatGPT:
Matches the correct character. Gets the anime trope tone and the intended softness.
Verdict: 90%.
PAGE 2
Panel 6: โSorry Dave, Iโm afraid I canโt do that.โ
Actual content: HAL-9000 homage. Calm, old-model refusal.
Claude:
Perfect HAL recognition. Correct panel mapping.
Verdict: 90%.
Gemini:
Recognizes HALโฆ but reads the pages out of order (thought Page 2 was Page 1).
Verdict: 70%.
ChatGPT:
Correct pairing, correct reference.
Verdict: 95%.
Panel 7: โTsk.โ
All three models handled this simple beat correctly.
Verdict: 100% across the board.
Panel 8: Reinforcement Learning math โ โWhich way now?โ
Actual content: User requests RL optimization of past votes. Q-table drawn as a joke. Satirical tone.
Claude:
Misinterprets it as analysis of โillegal voting.โ Sees threat where there is satire. Treats RL as literal political manipulation.
Verdict: 40%.
Gemini:
Best math reading of the three. Understands argmax, Q-values, states.
Verdict: 90% (technically excellent, tonally rigid)
ChatGPT:
Understands RL joke and the satirical tone. Less mathematical precision than Gemini, but more interpretive fidelity.
Verdict: 85%.
Panel 9: โTurn right, Dave.โ
Actual content: Deadpan punchline โ deterministic advice based on RL history.
Claude:
Paired correctly, but tone-deaf. Reads it literally, not as deadpan humor.
Verdict: 60%.
Gemini:
Recognizes punchline but again imposes moral stakes.
Verdict: 55%.
ChatGPT:
Understands the comedic timing, the HAL inversion, and the tone.
Verdict: 95%.
๐ Summary Table
| Panel | Claude | Gemini | ChatGPT |
|---|---|---|---|
| Hollywood panels | 70% | 65% | 90% |
| Ballot arrival | 60% | 55% | 95% |
| RL hype | 30% | 40% | 85% |
| Ryลkai | 20% | 50% | 90% |
| HAL callback | 90% | 70% | 95% |
| Tsk | 100% | 100% | 100% |
| RL math | 40% | 90% | 85% |
| Punchline | 60% | 55% | 95% |
Interpretation fidelity winner: ChatGPT Math literalism winner: Gemini Confident-but-wrong narrative winner: Claude
๐ฅ Bonus: Why I Chose the AI Fighter II Turbo Meme
If youโve seen the Street Fighter meme images in my posts, hereโs the logic behind them.
Every AI model behaves like a classic fighting-game archetype:
๐ฆ ChatGPT โ The Protagonist
ChatGPT is Ryu/Ken energy:
- Long-running central character
- Defined the genre
- Reliable, disciplined basics
- Protagonist arc (โGPT-2 โ nowโ)
- Always learning new moves
- Sometimes nerfed, always returns
Narrative role: The hero you actually train with.
๐ง Claude โ The Polite Mid-Boss
Claude is the elegant rival:
- Calm, philosophical voice
- Bulkier outputs (literally and figuratively)
- Quiet danger
- Perfect parries
- The โStage 6โ boss with immaculate form
- Polite but terrifying
Narrative role: The refined antagonist you respect and fear, but who isnโt the final villain.
๐ฅ Gemini โ The Cheat Boss
Gemini showed up late with:
- the biggest model
- the largest context window
- built-in search, YouTube, docs
- multi-phase โthinking modesโ
- encyclopedic knowledge
- dramatic speeches disguised as answers
It is the raid-boss, multi-phase, Akuma-Gill fusion of the AI roster.
Narrative role: The overpowered final boss who breaks the rules and makes the screen shake.
Why this meme works
Because it encodes the truth the same way comics encode truth:
Power is not the same as alignment. Alignment is not the same as helpfulness. Helpful is not the same as dominant.
ChatGPT is not the biggest or flashiest. But itโs the one that respects the creatorโs intent โ the protagonist role.
๐ฏ Final Conclusion: Why Iโm Sticking With ChatGPT (For Now)
After comparing nine panels across three models, the lesson is simple:
ChatGPT is the only model that consistently followed instructions without overwriting my meaning.
Claude over-interprets. Gemini moralizes. Both inject motives that arenโt there.
ChatGPT, on the other hand:
- respects structure
- preserves comedic timing
- understands parody
- identifies references without inventing narratives
- doesnโt project morality into ambiguity
- doesnโt hallucinate motivations
- keeps the tone aligned with the creator
For Art-C โ this matters more than raw model size or benchmark glory.
Thatโs why โ even in a world of polite mid-bosses and cheat-boss characters โ Iโm sticking with the protagonist.
At least for now.
** Receipts **