# GPT-5.3 Codex vs Grok 4.20 Multi-Agent

> GPT-5.3 Codex and Grok 4.20 Multi-Agent score almost the same on the Noometry Index (45.5 vs 45.5), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/gpt-5-3-codex-vs-grok-4-20-multi-agent
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where GPT-5.3 Codex leads 48.5 to 42.4.
- Grok 4.20 Multi-Agent is cheaper at $1.25 / $2.50 per million input/output tokens, against $1.75 / $14 for GPT-5.3 Codex.
- Grok 4.20 Multi-Agent accepts more context: 1M tokens versus 400K.

## Snapshot

| | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| Provider | OpenAI | xAI |
| Noometry Index | 45.5 | 45.5 |
| Rank | 61 | 62 |
| Context | 400K | 1M |
| Input $/M | $1.75 | $1.25 |
| Output $/M | $14 | $2.50 |
| Weights | Proprietary | Proprietary |

## Coding

- GPT-5.3 Codex: 48.5 (#51)
- Grok 4.20 Multi-Agent: 42.4 (#91)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| SWE-bench Verified | 74.8% | — |
| LMArena WebDev | 1408 | — |
| WeirdML | 79.3% | — |
| LMArena Coding | — | 1458 |
| ALE-Bench | 1,655 | — |

## Agentic & Tool Use

- GPT-5.3 Codex: 47.8 (#9)
- Grok 4.20 Multi-Agent: —

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| Terminal-Bench | 78.4% | — |
| LMArena Search | — | 1204 |
| METR Time Horizons | 74.5% | — |
| Vending-Bench 2 | 5,940 | — |

## Reasoning

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 42.4 (#44)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| NYT Connections (extended) | — | 89.6% |
| LMArena Hard Prompts | — | 1448 |
| Epoch Capabilities Index | 156.84 | — |

## Math

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 36.6 (#106)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Math | — | 1441 |

## Knowledge

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 39.7 (#116)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Expert | — | 1445 |

## Multimodal

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 39.8 (#44)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Vision | — | 1259 |

## Multilingual

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 54.6 (#40)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Non-English | — | 1440 |
| LMArena Chinese | — | 1475 |
| LMArena French | — | 1467 |
| LMArena German | — | 1456 |
| LMArena Japanese | — | 1405 |
| LMArena Korean | — | 1416 |
| LMArena Russian | — | 1457 |
| LMArena Spanish | — | 1447 |

## Instruction Following

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 75.0 (#80)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Instruction Following | — | 1420 |

## Long Context

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 43.7 (#84)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Longer Query | — | 1430 |

## Writing & Preference

- GPT-5.3 Codex: —
- Grok 4.20 Multi-Agent: 64.1 (#57)

| Benchmark | GPT-5.3 Codex | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Text | — | 1450 |
| LMArena Creative Writing | — | 1435 |
| LMArena Multi-Turn | — | 1451 |

## FAQ

### Is GPT-5.3 Codex better than Grok 4.20 Multi-Agent?

GPT-5.3 Codex and Grok 4.20 Multi-Agent score almost the same on the Noometry Index (45.5 vs 45.5), so choose on price, context window or the category you care about most.

### Which is cheaper, GPT-5.3 Codex or Grok 4.20 Multi-Agent?

Grok 4.20 Multi-Agent is cheaper. It lists at $1.25 per million input tokens and $2.50 per million output tokens; GPT-5.3 Codex lists at $1.75 and $14.

### Is GPT-5.3 Codex or Grok 4.20 Multi-Agent better for coding?

GPT-5.3 Codex scores higher on coding benchmarks: 48.5 versus 42.4 in the Noometry coding category.

### Which has the bigger context window?

Grok 4.20 Multi-Agent does, with 1M tokens against 400K.

### How many benchmarks do GPT-5.3 Codex and Grok 4.20 Multi-Agent share?

0 benchmarks have published results for both models. GPT-5.3 Codex has 8 scored results on Noometry and Grok 4.20 Multi-Agent has 20.