DeepSeek V4 Flash vs Gemma 2 27B (Comparative Analysis)
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Comparative Analysis: DeepSeek V4 Flash vs. Gemma 2 27B
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Overview
Gemma 2 27B was released 1 year before DeepSeek V4 Flash.
Model Provider The organization behind this AI's development | ||
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 8.2K tokens |
Output Token Limit Maximum output tokens this model can generate at once | Not specified tokens | 2K tokens |
Release Date When this model first became publicly available | April 24, 2026 3 months ago April 24th, 2026 | July 13, 2024 2 years ago July 13th, 2024 |
Knowledge Cutoff Latest training-data date reported by the provider | Not reported | June 30, 2024 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V4 Flash | Gemma 2 27B | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | OptionalEffort: Extra High, HighDefault: High | Not reported |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | Gemini |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | Function Calling✓Structured OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
DeepSeek V4 Flash is roughly 0.1x less expensive compared to Gemma 2 27B for input tokens and roughly 0.3x less expensive for output tokens.
Input Token Cost Cost per million input tokens | $0.09 per million tokens | $0.65 per million tokens |
Output Token Cost Cost per million output tokens | $0.19 per million tokens | $0.65 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.02 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between DeepSeek V4 Flash and Gemma 2 27B.
Intelligence Index Overall model quality across independent evaluations | 40.3 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 56.2 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 31.1 (Artificial Analysis index; higher is better) | Benchmark not available. |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,254 Elo (#32 in Game Dev (50.4% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V4 Flash and Gemma 2 27B unique.
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