Cohere: Command R+ (08-2024) vs OpenAI: GPT-4o Search Preview
Head-to-head API pricing and cost comparison between Cohere’s Cohere: Command R+ (08-2024) and OpenAI’s OpenAI: GPT-4o Search Preview. Prices auto-refresh daily from OpenRouter.
Cohere: Command R+ (08-2024) is 0% cheaper for input tokens; Cohere: Command R+ (08-2024) also wins on output tokens.
Side-by-side comparison
| Spec | Cohere: Command R+ (08-2024) | OpenAI: GPT-4o Search Preview |
|---|---|---|
| Input price (per 1M) | $2.50 | $2.50 |
| Cached input (per 1M) | — | — |
| Output price (per 1M) | $10.00 | $10.00 |
| Batch input (per 1M) | — | $1.25 |
| Batch output (per 1M) | — | $5.00 |
| Reasoning price (per 1M) | — | — |
| Context window | 128K | 128K |
| Vision support | No | No |
| Caching support | No | No |
| Batch API | No | Yes |
| Reasoning capability | No | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | Cohere: Command R+ (08-2024) | OpenAI: GPT-4o Search Preview | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $97.50 | $97.50 | $0.00 OpenAI: GPT-4o Search Preview wins |
10K req/day 1500in / 500out tokens | $2,625 | $2,625 | $0.00 OpenAI: GPT-4o Search Preview wins |
100K req/day 3000in / 800out tokens | $46,500 | $46,500 | $0.00 OpenAI: GPT-4o Search Preview wins |
1M req/day 8000in / 2000out tokens | $1,200,000 | $1,200,000 | $0.00 OpenAI: GPT-4o Search Preview wins |
Adjust input/output token counts, request volume, batch & cached pricing.
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Frequently asked questions
Which is cheaper, Cohere: Command R+ (08-2024) or OpenAI: GPT-4o Search Preview?
For input tokens, Cohere: Command R+ (08-2024) is roughly 0% cheaper at $2.50/1M vs $2.50/1M. For output tokens, Cohere: Command R+ (08-2024) wins at $10.00/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
Cohere: Command R+ (08-2024) has a context window of 128K tokens. OpenAI: GPT-4o Search Preview offers 128K 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 Cohere: Command R+ (08-2024) or OpenAI: GPT-4o Search Preview?
Choose Cohere: Command R+ (08-2024) if you’re already on the Cohere stack, want broad ecosystem support, or prefer its feature set. Choose OpenAI: GPT-4o Search Preview for OpenAI’s ecosystem, 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.