Grok 4 vs o3-mini
A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.
Updated
Grok 4 specs · o3-mini specs- Priceo3-mini
o3-mini is roughly 3.4× cheaper on output tokens ($4.40 vs $15.00 per 1M).
- Context windowGrok 4
Grok 4 accepts 256K tokens vs 200K, 1.3× the room for long documents and codebases.
- BenchmarksGrok 4
Grok 4 leads in 1 of 1 shared benchmarks; the biggest gap is on GPQA (graduate-level reasoning), where it scores 87.5 vs 79.7.
- ModalitiesGrok 4
Grok 4 supports 2 modalities (text, vision) vs 1 for o3-mini.
- OpennessTie
Both are closed-weight, API-only.
On balance Grok 4 edges ahead, winning 3 of 5 categories against o3-mini's 1. o3-mini is roughly 3.4× cheaper on output tokens ($4.40 vs $15.00 per 1M). Grok 4 accepts 256K tokens vs 200K, 1.3× the room for long documents and codebases.
Grok 4 leads in 1 of 1 shared benchmarks; the biggest gap is on GPQA (graduate-level reasoning), where it scores 87.5 vs 79.7. They differ in modality coverage, Grok 4 handles text, vision while o3-mini handles text, which can be the deciding factor before you even look at benchmarks. Both are closed-weight, API-only.
Grok 4 is the newer of the two, released 5 months after o3-mini, which usually means a more recent knowledge cutoff and updated safety post-training. Grok 4 is usually picked for reasoning and research agent workloads, while o3-mini sees more deployments in reasoning and math. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.
Side-by-side specs
| Spec | Grok 4 | o3-mini |
|---|---|---|
| Provider | xAI | OpenAI |
| Released | Jul 2025 | Jan 2025 |
| Modalities | text, vision | text |
| Context window | 256K tokens | 200K tokens |
| Max output | , | , |
| Input · 1M | $3.00 / 1M tokens | $1.10 / 1M tokens |
| Output · 1M | $15.00 / 1M tokens | $4.40 / 1M tokens |
| Knowledge cutoff | 2024-11 | 2023-10 |
| Open weights | No | No |
| API available | Yes | Yes |
Pricing at scale
What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.
- Light usage, 100k in / 50k out per day$31.50 vs $9.90
- Heavy usage, 1M in / 500k out per day$315 vs $99.00
- RAG workload, 5M in / 200k out per day$540 vs $191
Light usage, 100k in / 50k out per day: $31.50 vs $9.90 per month, model B comes out ahead. Heavy usage, 1M in / 500k out per day: $315 vs $99.00 per month, model B comes out ahead. RAG workload, 5M in / 200k out per day: $540 vs $191 per month, model B comes out ahead.
Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.
- Grok 4$1.05
- o3-mini$0.330
Benchmarks compared
Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.
- GPQA87.579.7
Grok 4 fits when…
- Real-time X data access
- Strong on benchmarks at launch
- Less restrictive content policy than peers
- Multimodal needs covering vision.
o3-mini fits when…
- Reasoning at mid-tier cost
- Fast for a thinking model
- Cost-sensitive workloads, 3.4× cheaper than Grok 4 on output tokens.
Consider Grok 3
xAI's first frontier-tier release, established the company's Colossus-trained model line.
Frequently asked
Is Grok 4 or o3-mini cheaper?
o3-mini is cheaper at $4.40 / 1M tokens per million output tokens, vs $15.00 / 1M tokens for Grok 4.Which has the larger context window?
Grok 4 accepts 256K tokens vs 200K for o3-mini.Is Grok 4 or o3-mini better for coding?
Both Grok 4 and o3-mini are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.Are either of these models open source?
Neither model ships open weights, both are accessible only via their respective providers' APIs.When were Grok 4 and o3-mini released?
Grok 4 was released by xAI on 2025-07-09. o3-mini was released by OpenAI on 2025-01-31.
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