Model comparison
GPT-5.4 nano vs Grok 2 Mini 2024 08 13
GPT-5.4 nano is the stronger model overall, scoring 41.9 to 37.0 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. GPT-5.4 nano scores higher in 8 categories and Grok 2 Mini 2024 08 13 in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where GPT-5.4 nano leads 41.8 to 33.4.
Side by side
| GPT-5.4 nano | Grok 2 Mini 2024 08 13 | |
|---|---|---|
| Provider | OpenAI | xAI |
| Noometry Index | 41.9 | 37.0 |
| Released | 2026-03-17 | 2024-08-13 |
| Weights | Proprietary | Proprietary |
| Context window | 400K | — |
| Max output | 128K | — |
| Input $ / M tokens | $0.20 | — |
| Output $ / M tokens | $1.25 | — |
| Results tracked | 40 | 17 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding GPT-5.4 nano leads
GPT-5.4 nano: 43.1 (#82), Grok 2 Mini 2024 08 13: 36.4 (#194)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Coding | 1404 | 1269 |
| SciCode | 46.9% | — |
| WeirdML | 49.2% | — |
| ALE-Bench | 1,005 | — |
Reasoning Too close to call
GPT-5.4 nano: 23.8 (#159), Grok 2 Mini 2024 08 13: 23.7 (#162)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Hard Prompts | 1380 | 1255 |
| ARC-AGI-2 | 5.7% | — |
| Kagi LLM Benchmark | 39.7% | — |
| ARC-AGI-1 | 51.5% | — |
| CritPt | 9.3% | — |
| Chess Puzzles | 30% | — |
| Mystery Game Puzzles | 9% | — |
| DTBench | 80.3% | — |
| LMCA | 36.9% | — |
| Epoch Capabilities Index | 145.78 | — |
| ForecastBench | 57.3 | — |
Math GPT-5.4 nano leads
GPT-5.4 nano: 40.7 (#76), Grok 2 Mini 2024 08 13: 32.8 (#185)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Math | 1406 | 1265 |
| FrontierMath (Tiers 1-3) | 44.9% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 87.8% | — |
| ProofBench | 5% | — |
| FrontierMath (Feb 2025 set) | 25.9% | — |
| FrontierMath Tier 4 (v1) | 6.3% | — |
Knowledge GPT-5.4 nano leads
GPT-5.4 nano: 41.8 (#94), Grok 2 Mini 2024 08 13: 33.4 (#195)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Expert | 1397 | 1238 |
| GPQA Diamond | 78.5% | — |
| SimpleQA Verified | 11.7% | — |
| Vectara Hallucination Rate | 3.1% | — |
Multimodal Not comparable
GPT-5.4 nano: 36.0 (#73), Grok 2 Mini 2024 08 13: —
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Vision | 1196 | — |
Multilingual GPT-5.4 nano leads
GPT-5.4 nano: 48.8 (#136), Grok 2 Mini 2024 08 13: 41.6 (#203)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Non-English | 1359 | 1257 |
| LMArena Chinese | 1391 | 1262 |
| LMArena French | 1396 | 1285 |
| LMArena German | 1368 | 1273 |
| LMArena Japanese | 1342 | 1213 |
| LMArena Korean | 1321 | 1195 |
| LMArena Russian | 1363 | 1261 |
| LMArena Spanish | 1368 | 1278 |
Instruction Following GPT-5.4 nano leads
GPT-5.4 nano: 72.1 (#139), Grok 2 Mini 2024 08 13: 65.7 (#215)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Instruction Following | 1362 | 1245 |
Long Context GPT-5.4 nano leads
GPT-5.4 nano: 41.6 (#131), Grok 2 Mini 2024 08 13: 38.4 (#191)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Longer Query | 1365 | 1267 |
Writing & Preference GPT-5.4 nano leads
GPT-5.4 nano: 55.9 (#137), Grok 2 Mini 2024 08 13: 47.5 (#207)
| Benchmark | GPT-5.4 nano | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Text | 1372 | 1281 |
| LMArena Creative Writing | 1313 | 1242 |
| LMArena Multi-Turn | 1382 | 1265 |
Frequently asked questions
Is GPT-5.4 nano better than Grok 2 Mini 2024 08 13?
GPT-5.4 nano is the stronger model overall, scoring 41.9 to 37.0 on the Noometry Index.
Is GPT-5.4 nano or Grok 2 Mini 2024 08 13 better for coding?
GPT-5.4 nano scores higher on coding benchmarks: 43.1 versus 36.4 in the Noometry coding category.
How many benchmarks do GPT-5.4 nano and Grok 2 Mini 2024 08 13 share?
17 benchmarks have published results for both models. GPT-5.4 nano has 40 scored results on Noometry and Grok 2 Mini 2024 08 13 has 17.