DeepSeek V4 Pro — flagship API tier with discounts published on DeepSeek pricing page; verify live rates before billing.
Model details →DeepSeek V4 Pro vs BAAI/bge-m3
DeepSeek V4 Pro wins on 1 of 6 axes — pricing and capability skew in its favour for most workloads.
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Model details →Side-by-side comparison
| Capability | DeepSeek V4 Pro | BAAI/bge-m3 | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1M | Unknown | 🏆 DeepSeek V4 Pro |
| Input price (per 1M) Cost per million input tokens billed by the provider. | Custom | Custom | — |
| Output price (per 1M) Cost per million output tokens billed by the provider. | Custom | Custom | — |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is DeepSeek V4 Pro better than BAAI/bge-m3?
DeepSeek V4 Pro wins on 1 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between DeepSeek V4 Pro and BAAI/bge-m3?
Input: Custom vs Custom per 1M tokens. Output: Custom vs Custom per 1M tokens.
What context windows do DeepSeek V4 Pro and BAAI/bge-m3 support?
DeepSeek V4 Pro supports up to 1M tokens. BAAI/bge-m3 supports up to Unknown tokens.
Do both DeepSeek V4 Pro and BAAI/bge-m3 support tool calling?
DeepSeek V4 Pro: not advertised. BAAI/bge-m3: not advertised.