# GPT-5.1 vs GPT-5.1-Codex-Max

> Side-by-side benchmark comparison for GPT-5.1 and GPT-5.1-Codex-Max across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gpt-5-1-vs-gpt-5-1-codex-max
- Last updated: October 17, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: GPT-5.1 and GPT-5.1-Codex-Max share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- GPT-5.1-Codex-Max has the larger published context window at 400K.

## Model Snapshot

| Property | GPT-5.1 | GPT-5.1-Codex-Max |
|----------|----------|----------|
| Creator | OpenAI | OpenAI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 400K |
| Independent public score (not head-to-head) | 57.21 | null |
| Benchmarks Covered | 3 | 2 |
| Pricing (input/output) | $1.25 / $10.00 | $1.25 / $10.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: Coming soon
- GPT-5.1-Codex-Max public-lane score: Coming soon

| Benchmark | GPT-5.1 | GPT-5.1-Codex-Max | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 41.24% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: 36.1 (Supported · #75/150)
- GPT-5.1-Codex-Max public-lane score: Coming soon

| Benchmark | GPT-5.1 | GPT-5.1-Codex-Max | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 24.61% | 22.17% | GPT-5.1 |
| LiveCodeBench (Vals) | Coming soon | 83.6% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: 80.8 (Unranked · 3 rankable rows)
- GPT-5.1-Codex-Max public-lane score: Coming soon

| Benchmark | GPT-5.1 | GPT-5.1-Codex-Max | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-1 | 72.83% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: 75.7 (Unranked · 1 rankable row)
- GPT-5.1-Codex-Max public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: 53.3 (Estimated · #67/184)
- GPT-5.1-Codex-Max public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- GPT-5.1 public-lane score: 89.4 (#30/148)
- GPT-5.1-Codex-Max public-lane score: Coming soon

## FAQ

### Is there enough evidence to pick between GPT-5.1 and GPT-5.1-Codex-Max?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [GPT-5.1 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-gpt-5-1)
- [GPT-5.1-Codex-Max vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-gpt-5-1-codex-max)
- [GPT-5.1 vs GPT-6.1 Sol](/compare/gpt-5-1-vs-gpt-6-1-sol)
- [GPT-5.1-Codex-Max vs GPT-6.1 Sol](/compare/gpt-5-1-codex-max-vs-gpt-6-1-sol)

## Explore More

- [GPT-5.1 profile](/models/gpt-5-1)
- [GPT-5.1-Codex-Max profile](/models/gpt-5-1-codex-max)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)