Direct API pricing comparison
GPT-5.6 Sol vs DeepSeek V4 Pro
Compare current direct API token prices and estimated monthly workload costs for GPT-5.6 Sol and DeepSeek V4 Pro.
2direct models
Pricing only.DeepSeek V4 Pro is cheaper in 4 of 4 comparable standard workload presets below. This is a pricing comparison only; it does not rank model quality.
| Model | Input | Cached | Output | Context | Max output | Source |
|---|---|---|---|---|---|---|
GPT-5.6 SolOpenAI · Direct API | $4 | $0.4 | $20 | 1.05M | 128K | Direct ↗ |
DeepSeek V4 ProDeepSeek · Direct API | $1.32 | $0.044 | $3.96 | 1M | 384K | Direct ↗ |
Same workload, different API bill
These four presets use 30 active days, standard direct rates, no retries, no reasoning-token add-on, no cache writes, and the cached-input percentage shown in each row.
| Standard workload | GPT-5.6 Sol | DeepSeek V4 Pro | Lower monthly estimate |
|---|---|---|---|
| Chat10,000/day · 2,000 in · 500 out · 25% cached | $4,860 | $1,194.6 | DeepSeek V4 Pro by $3,665.4 / mo |
| Coding2,000/day · 12,000 in · 1,800 out · 55% cached | $3,614.4 | $872.78 | DeepSeek V4 Pro by $2,741.62 / mo |
| Agent1,200/day · 32,000 in · 2,500 out · 65% cached | $3,712.32 | $921.57 | DeepSeek V4 Pro by $2,790.75 / mo |
| Documents400/day · 180,000 in · 2,000 out · 15% cached | $7,953.6 | $2,532.82 | DeepSeek V4 Pro by $5,420.78 / mo |
The main calculator includes batch mode, long-context rules, retries, reasoning tokens, cache writes, and other model-specific pricing logic that a static comparison cannot fully capture.