# GPT-5.3 Codex vs MAI-Code-1.1-Flash

> Side-by-side benchmark comparison for GPT-5.3 Codex and MAI-Code-1.1-Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gpt-5-3-codex-vs-mai-code-1-1-flash
- Last updated: September 10, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: GPT-5.3 Codex and MAI-Code-1.1-Flash 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.
- MAI-Code-1.1-Flash has the lower published output-token price.
- GPT-5.3 Codex has the larger published context window at 400K.

## Model Snapshot

| Property | GPT-5.3 Codex | MAI-Code-1.1-Flash |
|----------|----------|----------|
| Creator | OpenAI | Microsoft |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 400K | 256K |
| Independent public score (not head-to-head) | 64.29 | null |
| Benchmarks Covered | 8 | 3 |
| Pricing (input/output) | $1.75 / $14.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 61.6 (Estimated · #15/152)
- MAI-Code-1.1-Flash public-lane score: Coming soon

| Benchmark | GPT-5.3 Codex | MAI-Code-1.1-Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 77.3% | Coming soon | Coming soon |
| OSWorld-Verified | 64.7% | Coming soon | Coming soon |
| Gert Labs | 57.47% | Coming soon | Coming soon |
| JobBench | 33.7% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 62.9% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 62 (Estimated · #17/151)
- MAI-Code-1.1-Flash public-lane score: Coming soon

| Benchmark | GPT-5.3 Codex | MAI-Code-1.1-Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 85% | 72.6% | GPT-5.3 Codex |
| SWE-bench Pro | 56.8% | Coming soon | Coming soon |
| SWE-Rebench | 58.2% | Coming soon | Coming soon |
| Vibe Code Bench | 61.77% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 62.9% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 75.6 (Unranked · 1 rankable row)
- MAI-Code-1.1-Flash public-lane score: Coming soon

### Reasoning

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 78.3 (Unranked · 2 rankable rows)
- MAI-Code-1.1-Flash public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 65.6 (Estimated · #23/183)
- MAI-Code-1.1-Flash public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- GPT-5.3 Codex public-lane score: 92.6 (#15/123)
- MAI-Code-1.1-Flash public-lane score: Coming soon

## FAQ

### Is there enough evidence to pick between GPT-5.3 Codex and MAI-Code-1.1-Flash?

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-5.3 Codex vs GPT-5.3-Codex-Spark](/compare/gpt-5-3-codex-vs-gpt-5-3-codex-spark)
- [MAI-Code-1.1-Flash vs GPT-5.3-Codex-Spark](/compare/gpt-5-3-codex-spark-vs-mai-code-1-1-flash)
- [GPT-5.3 Codex vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-gpt-5-3-codex)
- [MAI-Code-1.1-Flash vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-mai-code-1-1-flash)

## Explore More

- [GPT-5.3 Codex profile](/models/gpt-5-3-codex)
- [MAI-Code-1.1-Flash profile](/models/mai-code-1-1-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)