OpenAI: GPT-3.5 Turbo 16k vs xAI: Grok 4
Head-to-head API pricing and cost comparison between OpenAI’s OpenAI: GPT-3.5 Turbo 16k and xAI’s xAI: Grok 4. Prices auto-refresh daily from OpenRouter.
OpenAI: GPT-3.5 Turbo 16k is 0% cheaper for input tokens; OpenAI: GPT-3.5 Turbo 16k also wins on output tokens.
Side-by-side comparison
| Spec | OpenAI: GPT-3.5 Turbo 16k | xAI: Grok 4 |
|---|---|---|
| Input price (per 1M) | $3.00 | $3.00 |
| Cached input (per 1M) | — | $0.75 |
| Output price (per 1M) | $4.00 | $15.00 |
| Batch input (per 1M) | $1.50 | — |
| Batch output (per 1M) | $2.00 | — |
| Reasoning price (per 1M) | — | — |
| Context window | 16K | 256K |
| Vision support | No | Yes |
| Caching support | No | Yes |
| Batch API | Yes | No |
| Reasoning capability | No | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | OpenAI: GPT-3.5 Turbo 16k | xAI: Grok 4 | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $69.00 | $135.00 | $66.00 OpenAI: GPT-3.5 Turbo 16k wins |
10K req/day 1500in / 500out tokens | $1,950 | $3,600 | $1,650 OpenAI: GPT-3.5 Turbo 16k wins |
100K req/day 3000in / 800out tokens | $36,600 | $63,000 | $26,400 OpenAI: GPT-3.5 Turbo 16k wins |
1M req/day 8000in / 2000out tokens | $960,000 | $1,620,000 | $660,000 OpenAI: GPT-3.5 Turbo 16k wins |
Adjust input/output token counts, request volume, batch & cached pricing.
Related comparisons
Frequently asked questions
Which is cheaper, OpenAI: GPT-3.5 Turbo 16k or xAI: Grok 4?
For input tokens, OpenAI: GPT-3.5 Turbo 16k is roughly 0% cheaper at $3.00/1M vs $3.00/1M. For output tokens, OpenAI: GPT-3.5 Turbo 16k wins at $4.00/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
OpenAI: GPT-3.5 Turbo 16k has a context window of 16K tokens. xAI: Grok 4 offers 256K 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: GPT-3.5 Turbo 16k or xAI: Grok 4?
Choose OpenAI: GPT-3.5 Turbo 16k if you’re already on the OpenAI stack, want broad ecosystem support, or prefer its lower output price. Choose xAI: Grok 4 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: Apr 21, 2026.