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DeepSeek Prover V2 vs Nova Premier 1.0 (Comparative Analysis)

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Comparative Analysis: DeepSeek Prover V2 vs. Nova Premier 1.0
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Overview

DeepSeek Prover V2 was released 6 months before Nova Premier 1.0.
DeepSeek Prover V2DeepSeek Prover V2
Nova Premier 1.0Nova Premier 1.0
Model Provider
The organization behind this AI's development
DeepSeek logoDeepSeek
Amazon logoAmazon
Input Context Window
Maximum input tokens this model can process at once
163.8K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
32K
tokens
Release Date
When this model first became publicly available
April 30th, 2025
October 31st, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
DeepSeek Prover V2
Nova Premier 1.0
Input Types
Supported input formats
📝Text
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
DeepSeekNova
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

DeepSeek Prover V2 is roughly 0.2x less expensive compared to Nova Premier 1.0 for input tokens and roughly 0.2x less expensive for output tokens.
DeepSeek Prover V2DeepSeek Prover V2
Nova Premier 1.0Nova Premier 1.0
Input Token Cost
Cost per million input tokens
$0.50
per million tokens
$2.50
per million tokens
Output Token Cost
Cost per million outut tokens
$2.18
per million tokens
$12.50
per million tokens

Benchmarks

Compare relevant benchmarks between DeepSeek Prover V2 and Nova Premier 1.0.
DeepSeek Prover V2DeepSeek Prover V2
Nova Premier 1.0Nova Premier 1.0
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes DeepSeek Prover V2 and Nova Premier 1.0 unique.
DeepSeek logoDeepSeek Prover V2 by DeepSeek generates structured data. It can handle standard conversations with its 163.8K token context window. Reasonably priced at $0.50/M input and $2.18/M output tokens. Released April 30th, 2025.
Amazon logoNova Premier 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.50/M input and $12.50/M output tokens. Includes built-in content moderation for safer outputs. Released October 31st, 2025.

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