OpenAI: o4 Mini High (batch) vs SpaceXAI: Grok 4.20
Head-to-head API pricing and cost comparison between OpenAI’s OpenAI: o4 Mini High (batch) and xAI’s SpaceXAI: Grok 4.20. Prices auto-refresh daily from OpenRouter.
OpenAI: o4 Mini High (batch) is 56% cheaper for input tokens; OpenAI: o4 Mini High (batch) also wins on output tokens.
Side-by-side comparison
| Spec | OpenAI: o4 Mini High (batch) | SpaceXAI: Grok 4.20 |
|---|---|---|
| Input price (per 1M) | $0.55 | $1.25 |
| Cached input (per 1M) | $0.14 | $0.20 |
| Output price (per 1M) | $2.20 | $2.50 |
| Batch input (per 1M) | $0.28 | — |
| Batch output (per 1M) | $1.10 | — |
| Reasoning price (per 1M) | — | — |
| Context window | 200K | 2000K |
| Vision support | Yes | Yes |
| Caching support | Yes | Yes |
| Batch API | Yes | No |
| Reasoning capability | Yes | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | OpenAI: o4 Mini High (batch) | SpaceXAI: Grok 4.20 | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $21.45 | $33.75 | $12.30 OpenAI: o4 Mini High (batch) wins |
10K req/day 1500in / 500out tokens | $577.50 | $937.50 | $360.00 OpenAI: o4 Mini High (batch) wins |
100K req/day 3000in / 800out tokens | $10,230 | $17,250 | $7,020 OpenAI: o4 Mini High (batch) wins |
1M req/day 8000in / 2000out tokens | $264,000 | $450,000 | $186,000 OpenAI: o4 Mini High (batch) wins |
Adjust input/output token counts, request volume, batch & cached pricing.
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Frequently asked questions
Which is cheaper, OpenAI: o4 Mini High (batch) or SpaceXAI: Grok 4.20?
For input tokens, OpenAI: o4 Mini High (batch) is roughly 56% cheaper at $0.55/1M vs $1.25/1M. For output tokens, OpenAI: o4 Mini High (batch) wins at $2.20/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
OpenAI: o4 Mini High (batch) has a context window of 200K tokens. SpaceXAI: Grok 4.20 offers 2000K tokens. Larger context windows are valuable for long documents, RAG pipelines, and multi-turn conversations — but they come with higher input-token bills if you fill them every request.
Should I use OpenAI: o4 Mini High (batch) or SpaceXAI: Grok 4.20?
Choose OpenAI: o4 Mini High (batch) if you’re already on the OpenAI stack, want reasoning capabilities, or prefer its lower input price. Choose SpaceXAI: Grok 4.20 for xAI’s ecosystem, native vision input, or its differentiated capabilities. Run a small benchmark on your own prompts before committing — price is only one axis.
How are these prices kept current?
Prices are pulled directly from OpenRouter’s public models API once every 24 hours via a Convex cron job, then normalized to per-1M-token figures. Last refresh: Aug 27, 2026.