Price Per TokenPrice Per Token
Meta-llama
Meta-llama
vs
OpenAI
OpenAI

Code Llama 7B Instruct vs GPT-5.2 Pro

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

Code Llama 7B Instruct wins:

  • Cheaper input tokens
  • Cheaper output tokens

GPT-5.2 Pro wins:

  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Better at math
  • Supports vision
  • Supports tool calls
Price Advantage
Code Llama 7B Instruct
Benchmark Advantage
GPT-5.2 Pro
Context Window
GPT-5.2 Pro
Speed
GPT-5.2 Pro

Pricing Comparison

Price Comparison

MetricCode Llama 7B InstructGPT-5.2 ProWinner
Input (per 1M tokens)$0.20$10.50 Code Llama 7B Instruct
Output (per 1M tokens)$0.20$84.00 Code Llama 7B Instruct
Cache Read (per 1M)$0.10N/A Code Llama 7B Instruct
Using a 3:1 input/output ratio, Code Llama 7B Instruct is 99% cheaper overall.

Code Llama 7B Instruct Providers

No provider data available

GPT-5.2 Pro Providers

No provider data available

Benchmark Comparison

6
Benchmarks Compared
0
Code Llama 7B Instruct Wins
0
GPT-5.2 Pro Wins

Benchmark Scores

BenchmarkCode Llama 7B InstructGPT-5.2 ProWinner
Intelligence Index
Overall intelligence score
-51.3-
Coding Index
Code generation & understanding
-48.7-
Math Index
Mathematical reasoning
-99.0-
MMLU Pro
Academic knowledge
-87.4-
GPQA
Graduate-level science
-90.3-
LiveCodeBench
Competitive programming
-88.9-
GPT-5.2 Pro significantly outperforms in coding benchmarks.

Cost vs Quality

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Context & Performance

Context Window

Code Llama 7B Instruct
N/A
tokens
GPT-5.2 Pro
400,000
tokens

Speed Performance

MetricCode Llama 7B InstructGPT-5.2 ProWinner
Tokens/secondN/A72.0 tok/s
Time to First TokenN/A119.13s

Capabilities

Feature Comparison

FeatureCode Llama 7B InstructGPT-5.2 Pro
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyCode Llama 7B InstructGPT-5.2 Pro
LicenseProprietaryProprietary
AuthorMeta-llamaOpenAI
ReleasedUnknownDec 2025

Code Llama 7B Instruct Modalities

Input
Output

GPT-5.2 Pro Modalities

Input
imagetextfile
Output
text

Related Comparisons

Compare Code Llama 7B Instruct with:

Compare GPT-5.2 Pro with:

Frequently Asked Questions

Code Llama 7B Instruct has cheaper input pricing at $0.20/M tokens. Code Llama 7B Instruct has cheaper output pricing at $0.20/M tokens.
GPT-5.2 Pro scores higher on coding benchmarks with a score of 48.7, compared to Code Llama 7B Instruct's score of N/A.
Code Llama 7B Instruct has a unknown token context window, while GPT-5.2 Pro has a 400,000 token context window.
Code Llama 7B Instruct does not support vision. GPT-5.2 Pro supports vision.
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