DeepSeek R1 vs Llama 3.3 70B Instruct

DeepSeek R1 vs Llama 3.3 70B Instruct: Llama 3.3 70B Instruct is cheaper by 87% on average. DeepSeek R1 from Azure AI Foundry (128,000-token context, reasoning) vs. Llama 3.3 70B Instruct from Azure AI Foundry (128,000-token context, tool calls). Use Agent Command Center to A/B both in shadow mode and pick the winner per workload.

Side-by-side cost

Live workload comparison

Same workload run through both models. The cheaper one is highlighted.

3,000
0128,000
400
08,192
5,000
01,000,000
Azure AI Foundry
$945/mo
Input $1.35/M · Output $5.40/M
Azure AI Foundry
$367/mo
Input $0.710/M · Output $0.710/M
At this workload, Llama 3.3 70B Instruct is 61% cheaper than DeepSeek R1 — a savings of $578/month ($6,932/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: llama-3-3-70b-instruct
  provider: azure-ai-foundry
fallback:
  model: deepseek-r1
  provider: azure-ai-foundry
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
DeepSeek R1 Llama 3.3 70B Instruct
Input price $1.35/M $0.710/M
Output price $5.40/M $0.710/M
Context window 128,000 128,000
Max output 8,192 2,048
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~87% cheaper than DeepSeek R1
Larger context
128,000 tokens
More capabilities
1 of 6 capability flags advertised

Benchmark comparison

Side-by-side public benchmark scores. Greener bar = winner.

Chatbot Arena ELOgeneral
DeepSeek R1
1,361
Llama 3.3 70B Instruct
1,268
MATH-500math
DeepSeek R1
97.3%
Llama 3.3 70B Instruct
IFEvalgeneral
DeepSeek R1
Llama 3.3 70B Instruct
92.1%
MMLUgeneral
DeepSeek R1
90.8%
Llama 3.3 70B Instruct
86.0%
HumanEvalcode
DeepSeek R1
89.7%
Llama 3.3 70B Instruct
88.4%
MMLU-Proreasoning
DeepSeek R1
84.0%
Llama 3.3 70B Instruct
68.9%
AIME 2024math
DeepSeek R1
79.8%
Llama 3.3 70B Instruct
BFCL v3agent
DeepSeek R1
Llama 3.3 70B Instruct
77.3%
MATHmath
DeepSeek R1
Llama 3.3 70B Instruct
77.0%
GPQA Diamondreasoning
DeepSeek R1
71.5%
Llama 3.3 70B Instruct
LiveCodeBenchcode
DeepSeek R1
65.9%
Llama 3.3 70B Instruct
Aider Polyglotcode
DeepSeek R1
57.0%
Llama 3.3 70B Instruct
GPQAreasoning
DeepSeek R1
Llama 3.3 70B Instruct
50.5%
SWE-bench Verifiedagent
DeepSeek R1
49.2%
Llama 3.3 70B Instruct