Model comparison
GPT-5.3 Chat vs Grok 4.20 Multi-Agent
Grok 4.20 Multi-Agent is the stronger model overall, scoring 46.2 to 42.8 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. GPT-5.3 Chat scores higher in 0 categories and Grok 4.20 Multi-Agent in 8 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Grok 4.20 Multi-Agent leads 43.9 to 28.5.
- 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 Chat.
- Grok 4.20 Multi-Agent accepts more context: 1M tokens versus 128K.
Side by side
| GPT-5.3 Chat | Grok 4.20 Multi-Agent | |
|---|---|---|
| Provider | OpenAI | xAI |
| Noometry Index | 42.8 | 46.2 |
| Released | 2026-03-03 | 2026-03-09 |
| Weights | Proprietary | Proprietary |
| Context window | 128K | 1M |
| Max output | 16K | 30K |
| Input $ / M tokens | $1.75 | $1.25 |
| Output $ / M tokens | $14 | $2.50 |
| Results tracked | 18 | 20 |
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Category by category
Coding Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 41.4 (#124), Grok 4.20 Multi-Agent: 43.0 (#92)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Coding | 1408 | 1457 |
Agentic & Tool Use Not comparable
GPT-5.3 Chat: —, Grok 4.20 Multi-Agent: —
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Search | — | 1204 |
Reasoning Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 28.5 (#102), Grok 4.20 Multi-Agent: 43.9 (#48)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Hard Prompts | 1399 | 1448 |
| NYT Connections (extended) | — | 89.6% |
Math Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 38.2 (#142), Grok 4.20 Multi-Agent: 39.4 (#104)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Math | 1389 | 1442 |
Knowledge Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 38.8 (#140), Grok 4.20 Multi-Agent: 40.4 (#119)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Expert | 1397 | 1445 |
Multimodal Not comparable
GPT-5.3 Chat: —, Grok 4.20 Multi-Agent: 40.5 (#48)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Vision | — | 1259 |
Multilingual Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 50.3 (#124), Grok 4.20 Multi-Agent: 54.4 (#43)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Non-English | 1382 | 1440 |
| LMArena Chinese | 1432 | 1475 |
| LMArena French | 1397 | 1466 |
| LMArena German | 1384 | 1456 |
| LMArena Japanese | 1352 | 1405 |
| LMArena Korean | 1346 | 1416 |
| LMArena Russian | 1400 | 1457 |
| LMArena Spanish | 1371 | 1447 |
Instruction Following Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 72.8 (#129), Grok 4.20 Multi-Agent: 74.8 (#84)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Instruction Following | 1378 | 1420 |
Long Context Grok 4.20 Multi-Agent leads
GPT-5.3 Chat: 42.6 (#120), Grok 4.20 Multi-Agent: 43.7 (#88)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Longer Query | 1396 | 1431 |
Writing & Preference Too close to call
GPT-5.3 Chat: 63.1 (#68), Grok 4.20 Multi-Agent: 64.0 (#59)
| Benchmark | GPT-5.3 Chat | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Text | 1389 | 1450 |
| LMArena Creative Writing | 1355 | 1436 |
| LMArena Multi-Turn | 1412 | 1452 |
| EQ-Bench Creative Writing | 1690 | — |
Frequently asked questions
Is GPT-5.3 Chat better than Grok 4.20 Multi-Agent?
Grok 4.20 Multi-Agent is the stronger model overall, scoring 46.2 to 42.8 on the Noometry Index.
Which is cheaper, GPT-5.3 Chat 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 Chat lists at $1.75 and $14.
Is GPT-5.3 Chat or Grok 4.20 Multi-Agent better for coding?
Grok 4.20 Multi-Agent scores higher on coding benchmarks: 43.0 versus 41.4 in the Noometry coding category.
Which has the bigger context window?
Grok 4.20 Multi-Agent does, with 1M tokens against 128K.
How many benchmarks do GPT-5.3 Chat and Grok 4.20 Multi-Agent share?
17 benchmarks have published results for both models. GPT-5.3 Chat has 18 scored results on Noometry and Grok 4.20 Multi-Agent has 20.