DeepSeek R1 Lite vs Mixtral 8x7B
DeepSeek R1 Lite (2024) and Mixtral 8x7B (2023) are frontier reasoning models from DeepSeek and MistralAI. DeepSeek R1 Lite 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 R1 Lite fits 4x more tokens; pick it for long-context work and Mixtral 8x7B for tighter calls.
Decision scorecard
Local evidence first| Signal | DeepSeek R1 Lite | Mixtral 8x7B |
|---|---|---|
| Best for | reasoning-heavy apps | 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 R1 Lite has the larger context window for long prompts, retrieval packs, or transcript analysis.
- DeepSeek R1 Lite uniquely exposes Reasoning in local model data.
- Local decision data tags DeepSeek R1 Lite 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 R1 Lite
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 R1 Lite and Mixtral 8x7B; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Reasoning before moving production traffic.
- No overlapping tracked provider route is sourced for Mixtral 8x7B and DeepSeek R1 Lite; plan for SDK, billing, or endpoint changes.
- DeepSeek R1 Lite adds Reasoning in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-11-21 | 2023-12-11 |
| Context window | 128k | 32k |
| Parameters | — | 8x7B |
| Architecture | Decoder Only | 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 | - | 2023-12 |
Pricing and availability
| Pricing attribute | DeepSeek R1 Lite | Mixtral 8x7B |
|---|---|---|
| Input price | - | $0.15/1M tokens |
| Output price | - | $0.45/1M tokens |
| Providers | - |
Capabilities
| Capability | DeepSeek R1 Lite | Mixtral 8x7B |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | Yes | 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.