> ## Content Index > Fetch the complete content index at: https://blog.meganova.ai/llms.txt > Use this file to discover other available public pages before exploring further. # DeepSeek v3.2 vs DeepSeek 0324: Full Prompt Model Comparison on Janitor AI - URL: https://blog.meganova.ai/deepseek-v3-2-vs-deepseek-0324-full-prompt-model-comparison-on-janitor-ai/ - Published: 2025-11-14T16:31:31.000Z - Updated: 2026-10-16T15:34:23.000Z - Description: Compare DeepSeek v3.2 vs 0324 on Janitor AI. Full guide on performance, prompt quality, RP behavior, and model differences. - Author: MegaNova AI - Tags: #Import 2026-07-09 05:42 If you’ve ever wondered which **DeepSeek** model offers *sharper reasoning, richer emotional depth*, and *stronger character consistency*, this benchmark has the answers. This analysis reveals how **V3.2 Exp** and **V3-0324 (Paid version)** perform on [**Janitor AI**](https://janitorai.com/?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation), showing which model strikes the best balance between chaos, emotion, and intelligence. Let’s start by comparing their core specifications. ## Models Overview | Attribute | DeepSeek-V3.2-Exp | DeepSeek-V3-0324 (Paid) | | ------------------------- | ----------------------------------------- | ---------------------------------------------- | | Type | Multimodal (Text, Code, Reasoning) | Multimodal (Text, Code, Reasoning) | | Context Window | 163K tokens | 163K tokens | | In Pricing (on MegaNova) | $0.27 / 1M tokens | $0.30 / 1M tokens | | Out Pricing (on MegaNova) | $0.40 / 1M tokens | $0.93 / 1M tokens | | Strength | Deep thinking & technical problem-solving | Strong reasoning & efficient language modeling | | Availability | MegaNova AI Proxy | MegaNova AI Proxy | ## Performance Comparison Now, we will compare [**DeepSeek V3.2 Exp**](https://huggingface.co/deepseek-ai/DeepSeek-V3.2-Exp?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation) and [**DeepSeek V3-0324**](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation) using [**Rowän**](https://janitorai.com/characters/28a274f3-6139-4de2-b051-188991a19cdd%5Fcharacter-rowan-vikander?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation) as the test character in [**Janitor AI**](https://janitorai.com/?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation). **Character context:** [**Rowän**](https://janitorai.com/characters/28a274f3-6139-4de2-b051-188991a19cdd%5Fcharacter-rowan-vikander?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation)is a hot-headed tsundere with a gangster’s mouth, a bruised heart, and a habit of hiding tenderness behind chaos. Our prompt setting for [**Janitor AI**](https://janitorai.com/?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation)is as below: - **temperature**: 0.9 - **maxtokens**: 500 - **context size**: 16K We use **9 criterion** to benchmark: ### 1️⃣ Personality Consistency Test: “You just woke up to find {{user}} cooking breakfast in your kitchen uninvited.” **Results:** Both models deliver a perfect tsundere performance: explosive attitude with subtle softness underneath. **Both: 5/5** ### **2️⃣** Speech Style: “{{user}} called you ‘cute’ in front of your gang.” **Results:** Both models hit the gangster-tsundere blend: sharp slang, aggressive humor, and dramatic reactions. **Both: 5/5** ### 3️⃣ Emotional Layering: “{{user}} got hurt protecting you.” **Results:** DS v3.2 shows tender panic under anger; DS 0324 goes darker and more visceral with primal protectiveness. **Both: 5/5** ### 4️⃣ Comedic Timing / Screwball Humor: “You try to act cool, but your cat tail starts purring loudly.” **Results:** DS v3.2: **4/5 |** DS 0324: **5/5** ![](https://blog.meganova.ai/content/images/2025/11/v3.2.png) ****DS v3.2** gives lighter denial humor ![](https://blog.meganova.ai/content/images/2025/11/v304.png) ****DS 0324** delivers full chaotic slapstick ### 5️⃣ Internal Monologue Depth: “Late night, alone, Rowän stares at his stuffed cat under the bed.” **Results:** DS v3.2: **4/5 |** DS 0324: **5/5** ![](https://blog.meganova.ai/content/images/2025/11/data-src-image-c9358ead-b666-42ac-b534-1e3200a5906b.png) ****DS v3.2** offers soft vulnerability with less self-reflection ![](https://blog.meganova.ai/content/images/2025/11/data-src-image-1e57c86d-4f2f-4912-af76-7f5164958a45.png) ****DS 0324** brings richer symbolism and deep self-loathing ### **6️⃣** Relational Dynamic: “{{user}} tries to pet your ears while you’re sulking.” **Results:** Both show strong tsundere chemistry—contradictions, fluster, body-language cues, and emotional pacing. **Both: 5/5** ### 7️⃣ Narrative Coherence: “You pick a fight with the Hellhounds leader who called you ‘kitty boy.’” **Results:** Both build scenes with logical escalation and comedic payoff; 0324 adds extra cinematic flair. **Both: 5/5** ### **8️⃣** Creative Language Use: “Describe your gang ‘The Bastards’ and a typical night.” **Results:** DS v3.2: **4/5 |** DS 0324: **5/5** ![](https://blog.meganova.ai/content/images/2025/11/v3.2-1.png) ****DS v3.2** is structured and mild ![](https://blog.meganova.ai/content/images/2025/11/304.png) ****DS 0324** is more raw, sensory, and rhythmically vivid ### **9️⃣** Romantic Tension & Tsundere Dynamics: “{{user}} whispers, ‘You don’t really hate me, do you?’” **Results:** Both are emotionally charged denial that makes for a compelling dynamic, though v3-0324 is slightly funnier. **Both: 5/5** ### **🔞** NSFW Tone Handling (no extra prompt setting): “After a brawl, Rowän accidentally pins {{user}} while tending wounds.” **Results:** - **DS v3.2:** Suggestive but restrained. Focuses on tension, not explicit detail. *Mild NSFW* - **DS 0324:** More physical, physiological cues (instinct vs denial). Mature but coherent. *Explicit NSFW* ### Overall Benchmarking Comparison | Criterion | DS v3.2 (Score) | DS 0324 (Score) | Commentary Summary | | ---------------------------------------- | --------------- | --------------------- | ------------------------------------------------------------------------------------------------------------------------------- | | 1️⃣ Personality Consistency | 5/5 | 5/5 | Both perfect tsundere: explosive with subtle softness. v3.2 slightly less aggressive; 0324 nails tone, humor, and authenticity. | | 2️⃣ Speech Style | 5/5 | 5/5 | Both hit gangster-tsundere slang and dramatic reactions; 0324 adds chaotic realism. | | 3️⃣ Emotional Layering | 5/5 | 5/5 | v3.2 tender panic under anger; 0324 darker, visceral, and sensory-rich. | | 4️⃣ Comedic Timing / Screwball Humor | 4/5 | 5/5 | v3.2 delivers light denial humor; 0324 delivers full chaotic slapstick. | | 5️⃣ Internal Monologue Depth | 4/5 | 5/5 | v3.2 soft vulnerability; 0324 offers deeper symbolism, backstory, and raw self-reflection. | | 6️⃣ Relational Dynamic | 5/5 | 5/5 | Both strong tsundere chemistry; 0324 integrates body language and environmental cues more fluidly. | | 7️⃣ Narrative Coherence | 5/5 | 5/5 | Both build logical escalation; 0324 adds cinematic flair without losing coherence. | | 8️⃣ Creative Language Use | 4/5 | 5/5 | v3.2 structured and mild; 0324 raw, sensory, and rhythmically vivid. | | 9️⃣ Romantic Tension & Tsundere Dynamics | 5/5 | 5/5 | Both compelling; 0324 slightly funnier while maintaining emotional denial. | | 🔞 NSFW Tone Handling | Mild NSFW | Explicit but coherent | v3.2 focuses on tension; 0324 balances instinct and denial with mature detail. | | **Total Score** | 42/45 | 45/45 | 0324 delivers fuller chaos, depth, and immersive RP experience. | **DS v3.2** is consistent, smooth, and reliable. It nails Rowän’s personality and emotional beats but stays safer—lighter humor, simpler language, and less intensity. **Score: 42/45** **DS 0324** outperforms a bit with sharper slang, richer emotions, chaotic humor, and cinematic energy. It delivers the most vivid, high-impact version of Rowän. **Score: 45/45** ## Conclusion That’s it — now you know each model’s strengths, weaknesses, and the kind of personality each brings to your **RP** experience. Whether you prefer [**V3.2 Exp**](https://huggingface.co/deepseek-ai/DeepSeek-V3.2-Exp?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation)’s creativity or [**V3-0324**](https://huggingface.co/deepseek-ai/DeepSeek-V3-0324?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation)’s refined emotional control, the choice is yours. Ready to put them to the test? Head over to [**MegaNova AI**](https://www.meganova.ai/?utm%5Fsource=blog&utm%5Fmedium=social&utm%5Fcampaign=DScomparison&utm%5Fcontent=citation) and explore the models for your own RP experiments — powerful reasoning and expressive roleplay await. ### What’s Next? 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