Compare · ModelsLive · 2 picked · head to head
DeepSeek-V2 (MoE-236B, May 2024) vs Llama 2-13B
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
DeepSeek-V2 (MoE-236B, May 2024) wins on 7/7 benchmarks
DeepSeek-V2 (MoE-236B, May 2024) wins 7 of 7 shared benchmarks. Leads in knowledge · reasoning.
Category leads
knowledge·DeepSeek-V2 (MoE-236B, May 2024)reasoning·DeepSeek-V2 (MoE-236B, May 2024)
Hype vs Reality
Attention vs performance
DeepSeek-V2 (MoE-236B, May 2024)
#8 by perf·no signal
Llama 2-13B
#126 by perf·no signal
Best value
Pricing unknown
DeepSeek-V2 (MoE-236B, May 2024)
—
no price
Llama 2-13B
—
no price
Vendor risk
Mixed exposure
One or more vendors flagged
DeepSeek
$3.4B·Tier 1
Meta AI
$1.50T·Tier 1
Head to head
7 benchmarks · 2 models
DeepSeek-V2 (MoE-236B, May 2024)Llama 2-13B
ARC AI2
DeepSeek-V2 (MoE-236B, May 2024) leads by +42.5
AI2 Reasoning Challenge · tests grade-school level science knowledge with multiple-choice questions requiring reasoning beyond simple retrieval.
DeepSeek-V2 (MoE-236B, May 2024)
89.6
Llama 2-13B
47.1
BBH
DeepSeek-V2 (MoE-236B, May 2024) leads by +27.5
BIG-Bench Hard · a curated subset of 23 challenging tasks from BIG-Bench where language models previously failed to outperform average humans.
DeepSeek-V2 (MoE-236B, May 2024)
71.7
Llama 2-13B
44.3
HellaSwag
DeepSeek-V2 (MoE-236B, May 2024) leads by +8.5
HellaSwag · tests commonsense reasoning by asking models to predict the most plausible continuation of everyday scenarios.
DeepSeek-V2 (MoE-236B, May 2024)
82.8
Llama 2-13B
74.3
MMLU
DeepSeek-V2 (MoE-236B, May 2024) leads by +30.4
Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge.
DeepSeek-V2 (MoE-236B, May 2024)
71.2
Llama 2-13B
40.8
PIQA
DeepSeek-V2 (MoE-236B, May 2024) leads by +6.2
PIQA (Physical Interaction QA) · tests intuitive physical reasoning by asking models to select the correct approach for everyday physical tasks.
DeepSeek-V2 (MoE-236B, May 2024)
67.8
Llama 2-13B
61.6
TriviaQA
DeepSeek-V2 (MoE-236B, May 2024) leads by +0.4
TriviaQA · reading comprehension benchmark with trivia questions, requiring models to find and reason over evidence from provided documents.
DeepSeek-V2 (MoE-236B, May 2024)
80.0
Llama 2-13B
79.6
Winogrande
DeepSeek-V2 (MoE-236B, May 2024) leads by +27.0
WinoGrande · large-scale commonsense reasoning benchmark where models must resolve ambiguous pronouns in carefully constructed sentence pairs.
DeepSeek-V2 (MoE-236B, May 2024)
72.6
Llama 2-13B
45.6
Full benchmark table
| Benchmark | DeepSeek-V2 (MoE-236B, May 2024) | Llama 2-13B |
|---|---|---|
ARC AI2 AI2 Reasoning Challenge · tests grade-school level science knowledge with multiple-choice questions requiring reasoning beyond simple retrieval. | 89.6 | 47.1 |
BBH BIG-Bench Hard · a curated subset of 23 challenging tasks from BIG-Bench where language models previously failed to outperform average humans. | 71.7 | 44.3 |
HellaSwag HellaSwag · tests commonsense reasoning by asking models to predict the most plausible continuation of everyday scenarios. | 82.8 | 74.3 |
MMLU Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge. | 71.2 | 40.8 |
PIQA PIQA (Physical Interaction QA) · tests intuitive physical reasoning by asking models to select the correct approach for everyday physical tasks. | 67.8 | 61.6 |
TriviaQA TriviaQA · reading comprehension benchmark with trivia questions, requiring models to find and reason over evidence from provided documents. | 80.0 | 79.6 |
Winogrande WinoGrande · large-scale commonsense reasoning benchmark where models must resolve ambiguous pronouns in carefully constructed sentence pairs. | 72.6 | 45.6 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| DeepSeek-V2 (MoE-236B, May 2024) | — | — | — | — |
| Llama 2-13B | — | — | — | — |
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