Model comparison
GPT-5.4 nano vs Grok-3 mini
GPT-5.4 nano and Grok-3 mini score almost the same on the Noometry Index (41.9 vs 41.2), so choose on price, context window or the category you care about most.
Last verified . 25 shared benchmarks.
Summary
- They share 25 benchmarks with published results for both. GPT-5.4 nano scores higher in 5 categories and Grok-3 mini in 3 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-5.4 nano leads 23.7 to 13.6.
- The biggest single-benchmark swing is ARC-AGI-1: 51.5% for GPT-5.4 nano and 16.5% for Grok-3 mini.
Side by side
| GPT-5.4 nano | Grok-3 mini | |
|---|---|---|
| Provider | OpenAI | xAI |
| Noometry Index | 41.9 | 41.2 |
| Released | 2026-03-17 | 2025-04-09 |
| Weights | Proprietary | Proprietary |
| Context window | 400K | — |
| Max output | 128K | — |
| Input $ / M tokens | $0.20 | — |
| Output $ / M tokens | $1.25 | — |
| Results tracked | 40 | 35 |
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Category by category
Coding GPT-5.4 nano leads
GPT-5.4 nano: 43.6 (#84), Grok-3 mini: 40.8 (#131)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| WeirdML | 49.2% | 42.6% |
| LMArena Coding | 1405 | 1379 |
| Aider Polyglot | — | 49.3% |
| SciCode | 46.9% | — |
| ALE-Bench | 1,005 | — |
Reasoning GPT-5.4 nano leads
GPT-5.4 nano: 23.7 (#173), Grok-3 mini: 13.6 (#334)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| ARC-AGI-2 | 5.7% | 0.4% |
| Kagi LLM Benchmark | 39.7% | 61.3% |
| ARC-AGI-1 | 51.5% | 16.5% |
| LMArena Hard Prompts | 1381 | 1375 |
| Epoch Capabilities Index | 145.81 | 140.35 |
| CritPt | 9.3% | — |
| Chess Puzzles | 30% | — |
| Mystery Game Puzzles | 9% | — |
| DTBench | 80.3% | — |
| LMCA | 36.9% | — |
| ForecastBench | 57.3 | — |
Math Grok-3 mini leads
GPT-5.4 nano: 40.9 (#88), Grok-3 mini: 42.1 (#85)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 87.8% | 77.8% |
| LMArena Math | 1406 | 1386 |
| FrontierMath (Feb 2025 set) | 25.9% | 5.9% |
| FrontierMath (Tiers 1-3) | 44.9% | — |
| FrontierMath Tier 4 | 12.2% | — |
| ProofBench | 5% | — |
| Omni-MATH | — | 31.8% |
| MATH Level 5 | — | 90.9% |
| FrontierMath Tier 4 (v1) | 6.3% | — |
Knowledge Grok-3 mini leads
GPT-5.4 nano: 41.9 (#103), Grok-3 mini: 46.4 (#81)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| GPQA Diamond | 78.5% | 76.3% |
| LMArena Expert | 1396 | 1395 |
| SimpleQA Verified | 11.7% | — |
| MMLU-Pro | — | 79.9% |
| Confabulations | — | 10.8% |
| Vectara Hallucination Rate | 3.1% | — |
| GPQA (HELM) | — | 67.5% |
Multimodal Not comparable
GPT-5.4 nano: 36.7 (#78), Grok-3 mini: —
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| LMArena Vision | 1196 | — |
Multilingual Too close to call
GPT-5.4 nano: 48.6 (#140), Grok-3 mini: 48.1 (#145)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| LMArena Non-English | 1359 | 1352 |
| LMArena Chinese | 1392 | 1387 |
| LMArena French | 1396 | 1357 |
| LMArena German | 1367 | 1349 |
| LMArena Japanese | 1343 | 1342 |
| LMArena Korean | 1320 | 1335 |
| LMArena Russian | 1363 | 1353 |
| LMArena Spanish | 1371 | 1381 |
Instruction Following Grok-3 mini leads
GPT-5.4 nano: 71.9 (#144), Grok-3 mini: 78.5 (#9)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| LMArena Instruction Following | 1362 | 1357 |
| IFEval | — | 95.1% |
Long Context Too close to call
GPT-5.4 nano: 41.6 (#137), Grok-3 mini: 41.0 (#147)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| LMArena Longer Query | 1366 | 1372 |
| Fiction.LiveBench | — | 66.7% |
Writing & Preference GPT-5.4 nano leads
GPT-5.4 nano: 55.7 (#142), Grok-3 mini: 52.5 (#169)
| Benchmark | GPT-5.4 nano | Grok-3 mini |
|---|---|---|
| LMArena Text | 1372 | 1370 |
| LMArena Creative Writing | 1314 | 1342 |
| LMArena Multi-Turn | 1382 | 1355 |
| Short-Story Creative Writing | — | 73.5% |
| WildBench | — | 65.1% |
Frequently asked questions
Is GPT-5.4 nano better than Grok-3 mini?
GPT-5.4 nano and Grok-3 mini score almost the same on the Noometry Index (41.9 vs 41.2), so choose on price, context window or the category you care about most.
Is GPT-5.4 nano or Grok-3 mini better for coding?
GPT-5.4 nano scores higher on coding benchmarks: 43.6 versus 40.8 in the Noometry coding category.
How many benchmarks do GPT-5.4 nano and Grok-3 mini share?
25 benchmarks have published results for both models. GPT-5.4 nano has 40 scored results on Noometry and Grok-3 mini has 35.