Back to Value Frontier

OpenAI: GPT-5.1-Codex-Max vs OpenAI: GPT-5 Pro

Head-to-head API cost, context, and performance comparison. Synced at 9:51:24 AM.

Executive Summary

When evaluating OpenAI: GPT-5.1-Codex-Max against OpenAI: GPT-5 Pro, the pricing structure is a key differentiator. OpenAI: GPT-5.1-Codex-Max is approximately 92% more cost-effective per 1 million tokens overall.

However, when looking at raw reasoning capabilities, OpenAI: GPT-5 Pro leads with a statistical ELO score of 1300. For tasks involving complex logic, coding, or instruction-following, developers might prefer OpenAI: GPT-5 Pro, provided their budget allows for the API burn rate.

Arbitrage Alert

You are losing 92%
per million tokens by hardcoding OpenAI: GPT-5 Pro.

Stop guessing exactly which model to route to. Deploy the 0ms Intelligence Engine to automatically arbitrage this 92% gap in your production environment instantly.

92% Instant Profit Margin Recovery
Node.js Enterprise SDK included

Raw Technical comparison

Metric
OpenAI: GPT-5.1-Codex-Max
OpenAI: GPT-5 Pro
Performance (ELO)
1300
1300
Input Cost / 1M
$1.25
$15.00
Output Cost / 1M
$10.00
$120.00
Context Window
400,000 tokens
400,000 tokens

Verdict

If you are looking for pure performance and capability, Tie is statistically superior. However, if API burn rate is the primary concern, OpenAI: GPT-5.1-Codex-Max wins out aggressively in pricing.

People Also Ask

Is OpenAI: GPT-5.1-Codex-Max cheaper than OpenAI: GPT-5 Pro?

Yes. OpenAI: GPT-5.1-Codex-Max is cheaper for both input and output generation compared to OpenAI: GPT-5 Pro. Exploring alternatives often yields cost reductions.

Which model has the larger context window?

Both models offer an identical context window of 400,000 tokens.

Related Comparisons

Compare OpenAI: GPT-5.1-Codex-Max vs Google: Gemma 3n 2B (free)Compare OpenAI: GPT-5.1-Codex-Max vs Google: Gemma 3n 4B (free)Compare OpenAI: GPT-5.1-Codex-Max vs Meta: Llama 3.3 70B Instruct (free)Compare OpenAI: GPT-5.1-Codex-Max vs Nous: Hermes 3 405B Instruct (free)