| Signal | Grok 3 | Delta | o4 Mini High |
|---|---|---|---|
Capabilities | 67 | -33 | |
Benchmarks | 73 | +4 | |
Pricing | 85 | -11 | |
Context window size | 81 | -3 | |
Recency | 79 | +10 | |
Output Capacity | 20 | -63 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
73.5
current score
Grok 3
right now
72.1
current score
xAI
OpenAI
o4 Mini High saves you $720.00/month
That's $8640.00/year compared to Grok 3 at your current usage level of 100K calls/month.
| Metric | Grok 3 | o4 Mini High | Winner |
|---|---|---|---|
| Overall Score | 74 | 72 | Grok 3 |
| Rank | #36 | #45 | Grok 3 |
| Quality Rank | #36 | #45 | Grok 3 |
| Adoption Rank | #36 | #45 | Grok 3 |
| Parameters | -- | -- | -- |
| Context Window | 131K | 200K | o4 Mini High |
| Pricing | $3.00/$15.00/M | $1.10/$4.40/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 100 | o4 Mini High |
| Benchmarks | 73 | 70 | Grok 3 |
| Pricing | 85 | 96 | o4 Mini High |
| Context window size | 81 | 84 | o4 Mini High |
| Recency | 79 | 69 | Grok 3 |
| Output Capacity | 20 | 83 | o4 Mini High |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 74/100 (rank #36), placing it in the top 88% of all 290 models tracked.
Scores 72/100 (rank #45), placing it in the top 85% of all 290 models tracked.
With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
o4 Mini High offers 69% better value per quality point. At 1M tokens/day, you'd spend $82.50/month with o4 Mini High vs $270.00/month with Grok 3 - a $187.50 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. o4 Mini High also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (200K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($4.40/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Grok 3 and o4 Mini High are extremely close in overall performance (only 1.4000000000000057 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Grok 3
Marginally better benchmark scores; both are excellent
Best for Cost
o4 Mini High
69% lower pricing; better value at scale
Best for Reliability
Grok 3
Higher uptime and faster response speeds
Best for Prototyping
Grok 3
Stronger community support and better developer experience
Best for Production
Grok 3
Wider enterprise adoption and proven at scale
by xAI
| Capability | Grok 3 | o4 Mini High |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
xAI
OpenAI
o4 Mini High saves you $16.14/month
That's 69% cheaper than Grok 3 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Grok 3 | o4 Mini High |
|---|---|---|
| Context Window | 131K | 200K |
| Max Output Tokens | -- | 100,000 |
| Open Source | No | No |
| Created | Jun 10, 2025 | Apr 16, 2025 |
Grok 3 scores 74/100 (rank #36) compared to o4 Mini High's 72/100 (rank #45), giving it a 1-point advantage. Grok 3 is the stronger overall choice, though o4 Mini High may excel in specific areas like cost efficiency.
Grok 3 is ranked #36 and o4 Mini High is ranked #45 out of 290+ AI models. Rankings use a composite score combining benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations, with capabilities and context window as tiebreakers (10%). Scores update hourly.
o4 Mini High is cheaper at $4.40/M output tokens vs Grok 3's $15.00/M output tokens - 3.4x more expensive. Input token pricing: Grok 3 at $3.00/M vs o4 Mini High at $1.10/M.
o4 Mini High has a larger context window of 200,000 tokens compared to Grok 3's 131,072 tokens. A larger context window means the model can process longer documents and conversations.