Model comparison
Grok 4.6 vs o1-pro
Grok 4.6 is the stronger model overall, scoring 56.8 to 31.2 on the Noometry Index.
Last verified . 1 shared benchmarks.
Summary
- They share 1 benchmark with published results for both. Grok 4.6 scores higher in 2 categories and o1-pro in 0 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Grok 4.6 leads 61.3 to 20.2.
- The biggest single-benchmark swing is ARC-AGI-1: 87.5% for Grok 4.6 and 23.3% for o1-pro.
- Grok 4.6 is cheaper at $2 / $6 per million input/output tokens, against $150 / $600 for o1-pro.
- Grok 4.6 accepts more context: 500K tokens versus 200K.
Side by side
| Grok 4.6 | o1-pro | |
|---|---|---|
| Provider | xAI | OpenAI |
| Noometry Index | 56.8 | 31.2 |
| Released | 2026-08-12 | 2025-03-19 |
| Weights | Proprietary | Proprietary |
| Context window | 500K | 200K |
| Max output | 500K | 100K |
| Input $ / M tokens | $2 | $150 |
| Output $ / M tokens | $6 | $600 |
| Results tracked | 49 | 3 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Not comparable
Grok 4.6: 58.0 (#14), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| DeepSWE | 67.5% | — |
| FrontierCode | 48% | — |
| CursorBench | 41.4% | — |
| LMArena WebDev | 1620 | — |
| FrontierSWE | 25.3% | — |
| SciCode | 56.5% | — |
| WeirdML | 67.3% | — |
| LMArena Coding | 1464 | — |
| ALE-Bench | 1,508 | — |
Agentic & Tool Use Not comparable
Grok 4.6: 39.4 (#25), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| APEX-Agents | 65.3% | — |
| GDP.pdf | 17.2% | — |
| Vending-Bench 2 | 9,047 | — |
Reasoning Grok 4.6 leads
Grok 4.6: 61.3 (#18), o1-pro: 20.2 (#223)
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| ARC-AGI-1 | 87.5% | 23.3% |
| ARC-AGI-2 | 67.1% | — |
| SimpleBench | 75.9% | — |
| NYT Connections (extended) | 80% | — |
| CritPt | 19.7% | — |
| Chess Puzzles | 40% | — |
| EnigmaEval | — | 6.1% |
| EBR-Bench | 30.5% | — |
| LMArena Hard Prompts | 1445 | — |
| Mystery Game Puzzles | 34% | — |
| DTBench | 97.3% | — |
| LMCA | 48.5% | — |
| Epoch Capabilities Index | 156.48 | — |
Math Not comparable
Grok 4.6: 66.8 (#19), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 66% | — |
| FrontierMath Tier 4 | 31.7% | — |
| OTIS Mock AIME 2024-2025 | 99.2% | — |
| ProofBench | 51% | — |
| LMArena Math | 1416 | — |
Knowledge Grok 4.6 leads
Grok 4.6: 63.3 (#18), o1-pro: 29.3 (#227)
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| GPQA Diamond | 94% | — |
| Humanity's Last Exam | — | 8.1% |
| SimpleQA Verified | 49.3% | — |
| LMArena Expert | 1463 | — |
Multimodal Not comparable
Grok 4.6: 43.9 (#18), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| LMArena Vision | 1265 | — |
| Blueprint-Bench 2 | 33.2% | — |
| Furniture Assembly | 40% | — |
| LMArena Document | 1452 | — |
Multilingual Not comparable
Grok 4.6: 53.3 (#67), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| LMArena Non-English | 1422 | — |
| LMArena Chinese | 1479 | — |
| LMArena French | 1458 | — |
| LMArena German | 1425 | — |
| LMArena Japanese | 1383 | — |
| LMArena Korean | 1395 | — |
| LMArena Russian | 1427 | — |
| LMArena Spanish | 1408 | — |
Instruction Following Not comparable
Grok 4.6: 75.6 (#59), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| LMArena Instruction Following | 1431 | — |
Long Context Not comparable
Grok 4.6: 44.4 (#62), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| LMArena Longer Query | 1453 | — |
Writing & Preference Not comparable
Grok 4.6: 62.5 (#77), o1-pro: —
| Benchmark | Grok 4.6 | o1-pro |
|---|---|---|
| LMArena Text | 1427 | — |
| LMArena Creative Writing | 1430 | — |
| LMArena Multi-Turn | 1422 | — |
Frequently asked questions
Is Grok 4.6 better than o1-pro?
Grok 4.6 is the stronger model overall, scoring 56.8 to 31.2 on the Noometry Index.
Which is cheaper, Grok 4.6 or o1-pro?
Grok 4.6 is cheaper. It lists at $2 per million input tokens and $6 per million output tokens; o1-pro lists at $150 and $600.
Which has the bigger context window?
Grok 4.6 does, with 500K tokens against 200K.
How many benchmarks do Grok 4.6 and o1-pro share?
1 benchmark has published results for both models. Grok 4.6 has 49 scored results on Noometry and o1-pro has 3.