Bert-Nebulon AlphavsDeepSeek V3.2
DeepSeek V3.2 is the newer model, released after Bert-Nebulon Alpha.
| Spec | Bert-Nebulon Alpha | DeepSeek V3.2 |
|---|---|---|
| Input price | — | $0.28/M tokens |
| Output price | — | $0.42/M tokens |
| Context window | — | 131K tokens |
| Weights | — | Open |
| Free API (OpenRouter) | No | No |
| Released | Nov 2025 | Dec 2025 |
Our Verdict
Bert-Nebulon Alpha
DeepSeek V3.2
Not enough votes to call it. On the specs, nothing separates them.
Too close to call
API pricing
Cost per 1M tokens
Bert-Nebulon Alpha
Input
—
Output
—
DeepSeek V3.2
Input
$0.28
Output
$0.42
Where to run it
15 hosts, cheapest first
Bert-Nebulon Alpha
No hosts listed on OpenRouter.
DeepSeek V3.215 hosts
GMI Cloudfp8$0.21 in$0.31 out164k100% upStreamLakefp8$0.21 in$0.32 out128k99.6% upDigitalOcean$0.25 in$0.80 out164k97.5% upSiliconFlowfp8$0.26 in$0.42 out164k99.1% upAtlasCloudfp8$0.26 in$0.38 out164k99.7% upDeepInfrafp4$0.26 in$0.38 out164k99.5% up
9 more hostsFewer hosts
Novitafp8$0.27 in$0.40 out164k100% upBaidu Qianfanfp8$0.28 in$0.42 out131k99.9% upVenice$0.33 in$0.48 out160k99.3% upAlibaba Cloudfp8$0.37 in$1.11 out131k99.6% upFriendli$0.50 in$1.50 out164k100% upGoogle Vertex AI$0.56 in$1.68 out164k99.1% upPhala$1.00 in$1.00 out164k99.4% upMara$3.00 in$4.50 out33k91.6% upSambaNova$3.00 in$4.50 out33k93.2% up
Per million tokens. Prices and uptime via OpenRouter, checked 8 Sep 2026.
Writing DNA
Style Comparison
Similarity
56%
Bert-Nebulon Alpha uses 42.4x more emoji
Bert-Nebulon Alpha
DeepSeek V3.2
55%Vocabulary54%
21wSentence Length29w
0.28Hedging0.58
10.9Bold5.9
5.7Lists4.8
0.42Emoji0.00
1.40Headings0.74
0.04Transitions0.12
Based on 14 + 28 text responses
Research
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FAQ
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