Model comparison
GPT-4.5 vs GPT-5.4 Pro
GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 36.9 on the Noometry Index.
Last verified . 8 shared benchmarks.
Summary
- They share 8 benchmarks with published results for both. GPT-4.5 scores higher in 0 categories and GPT-5.4 Pro in 4 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-5.4 Pro leads 71.0 to 14.1.
- The biggest single-benchmark swing is ARC-AGI-1: 10.3% for GPT-4.5 and 94.5% for GPT-5.4 Pro.
Side by side
| GPT-4.5 | GPT-5.4 Pro | |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Noometry Index | 36.9 | 58.8 |
| Released | 2025-02-27 | 2026-03-05 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1.05M |
| Max output | — | 128K |
| Input $ / M tokens | — | $30 |
| Output $ / M tokens | — | $180 |
| Results tracked | 42 | 16 |
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Category by category
Coding Too close to call
GPT-4.5: 41.8 (#102), GPT-5.4 Pro: 42.6 (#89)
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| WeirdML | 39.4% | 57.4% |
| Aider Polyglot | 44.9% | — |
| LiveBench Coding | 75.2% | — |
| LMArena Coding | 1397 | — |
Agentic & Tool Use Not comparable
GPT-4.5: 27.6 (#92), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| Cybench | 17.5% | — |
Reasoning GPT-5.4 Pro leads
GPT-4.5: 14.1 (#320), GPT-5.4 Pro: 71.0 (#10)
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| ARC-AGI-2 | 0.8% | 83.3% |
| SimpleBench | 34.5% | 74.1% |
| ARC-AGI-1 | 10.3% | 94.5% |
| EnigmaEval | 3.2% | 23.8% |
| Epoch Capabilities Index | 136.74 | 159.12 |
| CritPt | — | 30% |
| Chess Puzzles | — | 58.6% |
| LiveBench Reasoning | 71.1% | — |
| LMArena Hard Prompts | 1404 | — |
| LiveBench Data Analysis | 64.3% | — |
| ForecastBench | 61.7 | — |
| LiveBench | 69% | — |
Math GPT-5.4 Pro leads
GPT-4.5: 31.0 (#200), GPT-5.4 Pro: 72.0 (#17)
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 82.5% |
| FrontierMath Tier 4 | — | 58.5% |
| OTIS Mock AIME 2024-2025 | 37.8% | — |
| LiveBench Math | 69.3% | — |
| LMArena Math | 1412 | — |
| MATH Level 5 | 78.6% | — |
| FrontierMath (Feb 2025 set) | — | 50% |
| FrontierMath Tier 4 (v1) | — | 37.5% |
Knowledge GPT-5.4 Pro leads
GPT-4.5: 32.4 (#205), GPT-5.4 Pro: 68.3 (#6)
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| GPQA Diamond | 68.7% | 94.6% |
| Humanity's Last Exam | 5.4% | 44.3% |
| SimpleQA Verified | — | 46.3% |
| Confabulations | 13.6% | — |
| Vectara Hallucination Rate | — | 8.3% |
| LMArena Expert | 1394 | — |
Multimodal Not comparable
GPT-4.5: 37.0 (#68), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| LMArena Vision | 1195 | — |
| VPCT | 45% | — |
Multilingual Not comparable
GPT-4.5: 52.7 (#78), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| LMArena Non-English | 1413 | — |
| LMArena Chinese | 1421 | — |
| LMArena French | 1417 | — |
| LMArena German | 1457 | — |
| LMArena Japanese | 1416 | — |
| LMArena Korean | 1392 | — |
| LMArena Russian | 1419 | — |
Instruction Following Not comparable
GPT-4.5: 72.8 (#129), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| LiveBench Instruction Following | 72.3% | — |
| LMArena Instruction Following | 1404 | — |
Long Context Not comparable
GPT-4.5: 40.4 (#150), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| Fiction.LiveBench | 63.9% | — |
| LMArena Longer Query | 1406 | — |
Writing & Preference Not comparable
GPT-4.5: 57.1 (#129), GPT-5.4 Pro: —
| Benchmark | GPT-4.5 | GPT-5.4 Pro |
|---|---|---|
| LMArena Text | 1417 | — |
| LMArena Creative Writing | 1394 | — |
| Short-Story Creative Writing | 75.6% | — |
| EQ-Bench Creative Writing | 1258 | — |
| LMArena Multi-Turn | 1444 | — |
| LiveBench Language | 61.5% | — |
Frequently asked questions
Is GPT-4.5 better than GPT-5.4 Pro?
GPT-5.4 Pro is the stronger model overall, scoring 58.8 to 36.9 on the Noometry Index.
Is GPT-4.5 or GPT-5.4 Pro better for coding?
They score almost the same on coding (41.8 vs 42.6); test both on your own repository before choosing.
How many benchmarks do GPT-4.5 and GPT-5.4 Pro share?
8 benchmarks have published results for both models. GPT-4.5 has 42 scored results on Noometry and GPT-5.4 Pro has 16.