OpenAI
o3-pro
o3-pro from OpenAI: High-effort o3 tier for difficult technical reasoning and careful answers.
- Context
- 200K
- Max output
- 100K
- Input / 1M tokens
- $20.00
- Output / 1M tokens
- $80.00
Accepts
- Text input
- Image input
Produces
- Text output
AI model comparison
Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.
o3-pro from OpenAI lists 200K context, 100K maximum output, $20.00 input per 1M tokens, $80.00 output per 1M tokens. Grok 4.20 (Reasoning) from xAI lists 1M context, 30K maximum output, $1.25 input per 1M tokens, $2.50 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.
OpenAI
o3-pro from OpenAI: High-effort o3 tier for difficult technical reasoning and careful answers.
Accepts
Produces
xAI
Grok 4.20 (Reasoning) from xAI: Reasoning Grok for document-heavy analysis and long-horizon tool use.
Accepts
Produces
At a glance
Compare the available figures below, then try both models on the work you need to do.
o3-pro
Grok 4.20 (Reasoning)
Context capacity
Higher listed limit
o3-pro:200K
Grok 4.20 (Reasoning):1M
Grok 4.20 (Reasoning)
Maximum output
Higher listed limit
o3-pro:100K
Grok 4.20 (Reasoning):30K
o3-pro
Input price
Lower listed token rate
o3-pro:$20.00
Grok 4.20 (Reasoning):$1.25
Grok 4.20 (Reasoning)
Output price
Lower listed token rate
o3-pro:$80.00
Grok 4.20 (Reasoning):$2.50
Grok 4.20 (Reasoning)
Specifications
| Specification | o3-pro | Grok 4.20 (Reasoning) |
|---|---|---|
| Provider | OpenAI | xAI |
| Listed pricing route | OpenAI | xAI |
| Model family | o-pro | grok |
| Accepted inputs | text, image | text, image, pdf |
| Produced outputs | text | text |
| Context window | 200K | 1MHigher |
| Max output | 100KHigher | 30K |
| Input price / 1M | $20.00 | $1.25Lower |
| Output price / 1M | $80.00 | $2.50Lower |
| Reasoning mode | Documented | Documented |
| Tool calling | Documented | Documented |
| Image input | Documented | Documented |
| Audio input | Not documented | Not documented |
| Structured output | Documented | Documented |
| License | Proprietary | Proprietary |
Workload guidance
Consider o3-pro if you need larger maximum output. Consider Grok 4.20 (Reasoning) if you need larger context or a lower listed input rate or a lower listed output rate. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.
Explore each model’s features, API requirements and licence terms in the sources below.
o3-pro
OpenAI
Profile updated Oct 13, 2026
Grok 4.20 (Reasoning)
xAI
Profile updated Oct 13, 2026
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