DeepSeek V3 Base vs Mixtral 8x7B
DeepSeek V3 Base (2024) and Mixtral 8x7B (2023) are compact production models from DeepSeek and MistralAI. DeepSeek V3 Base ships a 128k-token context window, while Mixtral 8x7B ships a 32k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.
DeepSeek V3 Base fits 4x more tokens; pick it for long-context work and Mixtral 8x7B for tighter calls.
Decision scorecard
Local evidence first| Signal | DeepSeek V3 Base | Mixtral 8x7B |
|---|---|---|
| Best for | general production evaluation | provider-routed production |
| Decision fit | Long context | Coding and Classification |
| Context window | 128k | 32k |
| Cheapest output | - | $0.45/1M tokens |
| Provider routes | 0 tracked | 18 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- DeepSeek V3 Base has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Local decision data tags DeepSeek V3 Base for Long context.
- Mixtral 8x7B has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Mixtral 8x7B for Coding and Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
DeepSeek V3 Base
Unavailable
No complete token price in local provider data
Mixtral 8x7B
$233
Cheapest tracked route/tier: Mistral AI Studio
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for DeepSeek V3 Base and Mixtral 8x7B; plan for SDK, billing, or endpoint changes.
- No overlapping tracked provider route is sourced for Mixtral 8x7B and DeepSeek V3 Base; plan for SDK, billing, or endpoint changes.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-12-26 | 2023-12-11 |
| Context window | 128k | 32k |
| Parameters | 671B total, 37B active (MoE) | 8x7B |
| Architecture | Mixture of Experts | Mixture of Experts |
| License | MITOSI-approved | Apache 2.0OSI-approved |
| Openness | Open source | Open source |
| Weights | Unknown | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: permitted | Commercial use: permitted |
| Knowledge cutoff | 2024-07 | 2023-12 |
Pricing and availability
| Pricing attribute | DeepSeek V3 Base | Mixtral 8x7B |
|---|---|---|
| Input price | - | $0.15/1M tokens |
| Output price | - | $0.45/1M tokens |
| Providers | - |
Capabilities
| Capability | DeepSeek V3 Base | Mixtral 8x7B |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | No | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
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Last reviewed: 2026-07-11. Data sourced from public model cards and provider documentation.