Model comparison
GPT-5.4 Pro vs Grok 4.20 Multi-Agent
GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 45.5 on the Noometry Index. Grok 4.20 Multi-Agent costs 43× less per token, which makes it the better buy when GPT-5.4 Pro's lead doesn't matter for your workload.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in math, where GPT-5.4 Pro leads 72.0 to 36.6.
- Grok 4.20 Multi-Agent is cheaper at $1.25 / $2.50 per million input/output tokens, against $30 / $180 for GPT-5.4 Pro.
- GPT-5.4 Pro accepts more context: 1.05M tokens versus 1M.
Side by side
| GPT-5.4 Pro | Grok 4.20 Multi-Agent | |
|---|---|---|
| Provider | OpenAI | xAI |
| Noometry Index | 58.8 | 45.5 |
| Released | 2026-03-05 | 2026-03-09 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | 1M |
| Max output | 128K | 30K |
| Input $ / M tokens | $30 | $1.25 |
| Output $ / M tokens | $180 | $2.50 |
| Results tracked | 16 | 20 |
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Category by category
Coding Too close to call
GPT-5.4 Pro: 42.6 (#89), Grok 4.20 Multi-Agent: 42.4 (#91)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| WeirdML | 57.4% | — |
| LMArena Coding | — | 1458 |
Agentic & Tool Use Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: —
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Search | — | 1204 |
Reasoning GPT-5.4 Pro leads
GPT-5.4 Pro: 71.0 (#10), Grok 4.20 Multi-Agent: 42.4 (#44)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| ARC-AGI-2 | 83.3% | — |
| SimpleBench | 74.1% | — |
| NYT Connections (extended) | — | 89.6% |
| ARC-AGI-1 | 94.5% | — |
| CritPt | 30% | — |
| Chess Puzzles | 58.6% | — |
| EnigmaEval | 23.8% | — |
| LMArena Hard Prompts | — | 1448 |
| Epoch Capabilities Index | 159.12 | — |
Math GPT-5.4 Pro leads
GPT-5.4 Pro: 72.0 (#17), Grok 4.20 Multi-Agent: 36.6 (#106)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| FrontierMath (Tiers 1-3) | 82.5% | — |
| FrontierMath Tier 4 | 58.5% | — |
| LMArena Math | — | 1441 |
| FrontierMath (Feb 2025 set) | 50% | — |
| FrontierMath Tier 4 (v1) | 37.5% | — |
Knowledge GPT-5.4 Pro leads
GPT-5.4 Pro: 68.3 (#6), Grok 4.20 Multi-Agent: 39.7 (#116)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| GPQA Diamond | 94.6% | — |
| Humanity's Last Exam | 44.3% | — |
| SimpleQA Verified | 46.3% | — |
| Vectara Hallucination Rate | 8.3% | — |
| LMArena Expert | — | 1445 |
Multimodal Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: 39.8 (#44)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Vision | — | 1259 |
Multilingual Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: 54.6 (#40)
| Benchmark | GPT-5.4 Pro | 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 Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: 75.0 (#80)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Instruction Following | — | 1420 |
Long Context Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: 43.7 (#84)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Longer Query | — | 1430 |
Writing & Preference Not comparable
GPT-5.4 Pro: —, Grok 4.20 Multi-Agent: 64.1 (#57)
| Benchmark | GPT-5.4 Pro | Grok 4.20 Multi-Agent |
|---|---|---|
| LMArena Text | — | 1450 |
| LMArena Creative Writing | — | 1435 |
| LMArena Multi-Turn | — | 1451 |
Frequently asked questions
Is GPT-5.4 Pro better than Grok 4.20 Multi-Agent?
GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 45.5 on the Noometry Index. Grok 4.20 Multi-Agent costs 43× less per token, which makes it the better buy when GPT-5.4 Pro's lead doesn't matter for your workload.
Which is cheaper, GPT-5.4 Pro 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-5.4 Pro lists at $30 and $180.
Is GPT-5.4 Pro or Grok 4.20 Multi-Agent better for coding?
They score almost the same on coding (42.6 vs 42.4); test both on your own repository before choosing.
Which has the bigger context window?
GPT-5.4 Pro does, with 1.05M tokens against 1M.
How many benchmarks do GPT-5.4 Pro and Grok 4.20 Multi-Agent share?
0 benchmarks have published results for both models. GPT-5.4 Pro has 16 scored results on Noometry and Grok 4.20 Multi-Agent has 20.