Model Comparison

V3 (Dec '24)
vs. Llama 3.1 Tulu3 405B

Comparing 2 AI models · 0 benchmarks · DeepSeek, Allen Institute for AI

Recommended Pick

DeepSeek logoV3 (Dec '24)2 metric wins

Strongest on: Reasoning, Intelligence

Lowest Price

DeepSeek logo

V3 (Dec '24)

$0.32/1M input price

Best Reasoning

DeepSeek logo

V3 (Dec '24)

8.5 reasoning score

Blends available reasoning benchmarks

Best for Coding

DeepSeek logo

V3 (Dec '24)

23.0 coding index

Differences That Matter

Reasoning gap

V3 (Dec '24) leads Llama 3.1 Tulu3 405B by 1.3 points on reasoning.

Top-pick rationale

V3 (Dec '24) wins 2 measurable categories, including Reasoning, Intelligence.

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DeepSeek logo

V3 (Dec '24)

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Allen Institute for AI logo

Llama 3.1 Tulu3 405B

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Full Comparison

Metric
Top Pick
DeepSeek logoV3 (Dec '24)
DeepSeek
Allen Institute for AI logoLlama 3.1 Tulu3 405B
Allen Institute for AI
Pricing per 1M tokens
Input Cost$0.32/1M—
Output Cost$0.89/1M—
Blended (3:1)$0.46/1M—
Specifications
OrganizationDeepSeekAllen Institute for AI
Release DateDec 26, 2024Jan 30, 2025
Performance & Speed
Throughput37.0 tok/s—
TTFT1250ms—
Latency1250ms—
Composite Indices
Value Score100.0—
Reasoning Score8.57.2
Intelligence8.57.2
Coding23.0—

Key Takeaways

V3 (Dec '24) offers the best value at $0.32/1M,making it ideal for high-volume applications and cost-conscious projects.

V3 (Dec '24) has the strongest reasoning profile with a 8.5 reasoning score,combining the available reasoning-heavy benchmarks.

V3 (Dec '24) reaches a 23.0 coding index,making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

DeepSeek logo

V3 (Dec '24)

  • Cost-sensitive applications
  • High-volume processing
  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development
Allen Institute for AI logo

Llama 3.1 Tulu3 405B

  • General-purpose AI
  • Versatile applications