Model comparison
Grok 4 vs o3
Head-to-head evidence from 14 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Grok 4 #50 (Supported); o3 #131 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Grok 4 and o3 share 14 comparable benchmark results. 1 of 8 categories are comparable. 2 results are unique to Grok 4; 2 to o3.
Updated July 20, 2026- Shared results
- 14
- Grok 4 only
- 2
- o3 only
- 2
- Comparable categories
- 1 / 8
Pick Grok 4 if you want the stronger benchmark profile. o3 only becomes the better choice if you need the larger 200K context window or you want the stronger reasoning-first profile.
Confidence note. This is a partial-evidence comparison with 14 shared benchmark results across 7 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Grok 4 is clearly ahead on the BenchAlign aggregate, 60.42 to 47.89. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Grok 4's sharpest advantage is in mathematics, where it averages 15.3 against 14.5. The single biggest benchmark swing on the page is FrontierMath v2 (Tiers 1-3), 19.655% to 18.685%.
o3 is the reasoning model in the pair, while Grok 4 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. o3 gives you the larger context window at 200K, compared with 128K for Grok 4.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Grok 4 | Δ | o3 |
|---|---|---|---|
| Math | Grok 415.3 | Margin← 0.8 | o314.5 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
FrontierMath v2 (Tiers 1-3)
MathA 19.655%B 18.685%Winner: Grok 4Δ 1FrontierMath v2 (Tiers 1-3): Grok 4 scored 19.655%; o3 scored 18.685%. Grok 4 wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Grok 4 | o3 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Grok 4Not available | o3$2 input / $8 output | A complete price comparison is not available. |
| Generation speedtokens per second | Grok 454 tok/s | o3118 tok/s | o3 has the higher measured throughput. |
| First-answer latencyseconds to first token | Grok 415.60 s | o35.38 s | o3 reaches the first token sooner. |
| Context windowmaximum listed tokens | Grok 4128K | o3200K | o3 lists the larger context window. |
Benchmark Deep Dive
Agentic2 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Grok 4 | o3 | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 33.3% | 30.4% | Grok 4 leads |
| AA-GPQA DiamondSource | 87.7% | 82.7% | Grok 4 leads |
| AA-HLESource | 23.9% | 20.0% | Grok 4 leads |
| AA-Omniscience IndexSource | 3.8% | -15.3% | Grok 4 leads |
| AA-Omniscience AccuracySource | 41.4% | 38.4% | Grok 4 leads |
| AA-Omniscience Hallucination RateSource | 64.2% | 87.1% | Grok 4 leads |
MathGrok 4 wins3 benchmarks
Multimodal2 benchmarks
Inst. Following1 benchmarks
| Benchmark | Grok 4 | o3 | Result |
|---|---|---|---|
| AA-IFBenchSource | 53.7% | 71.4% | o3 leads |
Frequently Asked Questions (2)
Which is better, Grok 4 or o3?
Grok 4 is ahead on BenchLM's BenchAlign leaderboard, 60.42 to 47.89. The biggest single separator in this matchup is FrontierMath v2 (Tiers 1-3), where the scores are 19.655% and 18.685%.
Which is better for math, Grok 4 or o3?
Grok 4 has the edge for math in this comparison, averaging 15.3 versus 14.5. Inside this category, FrontierMath v2 (Tiers 1-3) is the benchmark that creates the most daylight between them.
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