DeepSeek V3.2 vs DeepSeek V4 Pro Base
At a Glance
| Compare |  DeepSeek V3.2DeepSeek | DeepSeek V4 Pro BaseDeepSeek |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.26Deepinfra ↗ · Oct 19, 2026 | Not reported |
| Output priceFrom · USD / 1M tokens | $0.38Deepinfra ↗ · Oct 19, 2026 | Not reported |
| Context windowMaximum documented tokens | 164K | 1,049K |
| Model facts checked | Aug 28, 2026View model evidence → | Aug 28, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | DeepSeek-V3.2 | DeepSeek-V4-Pro-Base |
|---|---|---|
| Developer | DeepSeek | DeepSeek |
| Family | Deepseek V3 2 | Deepseek V4 Pro Base |
| Model | DeepSeek-V3.2 | DeepSeek-V4-Pro-Base |
| Version | DeepSeek-V3.2 | DeepSeek-V4-Pro-Base |
| Lifecycle | active | active |
| Released | 2025-12-01 | 2026-04-24 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Text | Text |
| Context window | 164K | 1,049K |
| Total parameters | 685.4B | 1.6T |
| Active parameters | Unknown | Unknown |
| License | mit | Unknown |
| Open weights | Yes | Yes |
| API available | Yes | Unknown |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Hugging Face (Standard), Openrouter (Standard) | Unknown |
| Capabilities | chat, generation, reasoning | generation |
DeepSeek V3.2 Capabilities
DeepSeek V4 Pro Base Capabilities
Related Comparisons
All text comparisons →| A | Pair | B | Context |
|---|---|---|---|
DeepSeek-V3.2DeepSeek | vs |  Phi-4-reasoningMicrosoft | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs | DeepSeek-V4-ProDeepSeek | family variantstext |
DeepSeek-R1DeepSeek | vs | DeepSeek-V3.2DeepSeek | family variantstext |
DeepSeek-V3DeepSeek | vs | DeepSeek-V3.2DeepSeek | family variantstext |
DeepSeek-V3.2DeepSeek | vs |  Llama-3.1-405BMeta | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs | cross-developer peerstext | |
DeepSeek-V3.2DeepSeek | vs | Llama-3.1-70BMeta | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs |  Kimi-K2-ThinkingMoonshot AI | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs |  GLM-5Z.ai | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs | GLM-5.1Z.ai | cross-developer peerstext |
DeepSeek-V3.2DeepSeek | vs | GLM-5.2Z.ai | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
DeepSeek V3.2 vs DeepSeek V4 Pro Base FAQs
Is DeepSeek V3.2 or DeepSeek V4 Pro Base better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both DeepSeek V3.2 and DeepSeek V4 Pro Base, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
Only DeepSeek V3.2 has a directly sourced input price: $0.26 per million tokens. Only DeepSeek V3.2 has a directly sourced output price: $0.38 per million tokens.
Which has a larger context window, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
DeepSeek V4 Pro Base has the larger sourced context window. DeepSeek V3.2 supports 163,840 tokens and DeepSeek V4 Pro Base supports 1,048,576 tokens.
Which performs better in benchmarks, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can DeepSeek V3.2 or DeepSeek V4 Pro Base be self-hosted?+
Both models have the same sourced self-hosting status: supported. DeepSeek V3.2 is open weight; DeepSeek V4 Pro Base is open weight.
Can DeepSeek V3.2 and DeepSeek V4 Pro Base understand images?+
DeepSeek V3.2 is not documented with image input; DeepSeek V4 Pro Base is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
Neither model has a sourced maximum output in this comparison, so a larger limit cannot be determined.
Do DeepSeek V3.2 and DeepSeek V4 Pro Base support reasoning and tool use?+
DeepSeek V3.2: reasoning. DeepSeek V4 Pro Base: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
DeepSeek V3.2 has 3 sourced provider routes; DeepSeek V4 Pro Base has 0, so DeepSeek V3.2 has broader tracked availability.
Which offers better value, DeepSeek V3.2 or DeepSeek V4 Pro Base?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.