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GPT-5.1-Codex vs Grok 4.3

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.1-Codex and Grok 4.3.

OpenAI

GPT-5.1-Codex

GPT-5.1-Codex is a specialized version of GPT-5.1 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

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xAI

Grok 4.3

Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...

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Technical Specifications

SpecificationGPT-5.1-CodexGrok 4.3
ProviderOpenAIxAI
Context Window400,000 tokens1,000,000 tokens
Agent SuitabilityN/A87/100
Time to First Token (TTFT)N/A400 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-11-132026-04-30

API Pricing Comparison

Input Price per Million Tokens

GPT-5.1-Codex

$1.25

Grok 4.3

$1.25

Output Price per Million Tokens

GPT-5.1-Codex

$10.00

Grok 4.3

$2.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs9240.0%
GPT-5.1-Codex
Grok 4.3
HumanEvalPython coding & logic synthesis
N/Avs9450.0%
GPT-5.1-Codex
Grok 4.3
MATHComplex mathematical problem solving
N/Avs9100.0%
GPT-5.1-Codex
Grok 4.3
GPQAGraduate-level expert reasoning
N/Avs8100.0%
GPT-5.1-Codex
Grok 4.3
HellaSwagCommonsense reasoning and inference
N/Avs9750.0%
GPT-5.1-Codex
Grok 4.3
MT-BenchMulti-turn conversation flow quality
N/Avs940.0%
GPT-5.1-Codex
Grok 4.3

GPT-5.1-Codex Quirks & Gotchas

No developer gotchas reported.

Grok 4.3 Quirks & Gotchas

  • โ–ธStrong coding performance โ€” competitive with Claude Sonnet at similar price point
  • โ–ธUpgrade to Grok 4.20 for improved reasoning and tool calling