DeepSeek R1 vs DeepSeek R1 Distill Llama 70B
DeepSeek R1 (2025) and DeepSeek R1 Distill Llama 70B (2025) are frontier-tier reasoning models from DeepSeek. DeepSeek R1 ships a 128k-token context window, while DeepSeek R1 Distill Llama 70B ships a 128k-token context window. On pricing, DeepSeek R1 costs $0.10/1M input tokens versus $0.35/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
DeepSeek R1 is ~250% cheaper at $0.10/1M; pay for DeepSeek R1 Distill Llama 70B only for provider fit.
Decision scorecard
Local evidence first| Signal | DeepSeek R1 | DeepSeek R1 Distill Llama 70B |
|---|---|---|
| Best for | reasoning-heavy apps and provider-routed production | reasoning-heavy apps and provider-routed production |
| Decision fit | Coding, RAG, and Agents | RAG, Long context, and Classification |
| Context window | 128k | 128k |
| Cheapest output | $0.30/1M tokens | $1.05/1M tokens |
| Provider routes | 14 tracked | 5 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- DeepSeek R1 has the lower cheapest tracked output price at $0.30/1M tokens.
- DeepSeek R1 has broader tracked provider coverage for fallback and route flexibility.
- DeepSeek R1 uniquely exposes Code execution in local model data.
- Local decision data tags DeepSeek R1 for Coding, RAG, and Agents.
- Local decision data tags DeepSeek R1 Distill Llama 70B for RAG, Long context, and Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
DeepSeek R1
$155
Cheapest tracked route/tier: Bitdeer AI
DeepSeek R1 Distill Llama 70B
$543
Cheapest tracked route/tier: Arcee AI
Estimated monthly gap: $388. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- Provider overlap exists on DeepInfra, OpenRouter, and Fireworks AI; start route-level A/B tests there.
- DeepSeek R1 Distill Llama 70B is $0.75/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Check replacement coverage for Code execution before moving production traffic.
- Provider overlap exists on OpenRouter, Fireworks AI, and DeepInfra; start route-level A/B tests there.
- DeepSeek R1 is $0.75/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- DeepSeek R1 adds Code execution in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-01-20 | 2025-01-20 |
| Context window | 128k | 128k |
| Parameters | 671B, 37B Active | 70B |
| Architecture | Decoder Only | Decoder Only |
| License | MITOSI-approved | MITOSI-approved |
| Openness | Open source | Open source |
| Weights | Available | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: permitted | Commercial use: permitted |
| Knowledge cutoff | 2023-12 | 2023-12 |
Pricing and availability
| Pricing attribute | DeepSeek R1 | DeepSeek R1 Distill Llama 70B |
|---|---|---|
| Input price | $0.10/1M tokens | $0.35/1M tokens |
| Output price | $0.30/1M tokens | $1.05/1M tokens |
| Providers |
Capabilities
| Capability | DeepSeek R1 | DeepSeek R1 Distill Llama 70B |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | Yes | Yes |
| JSON / Tool use | No | No |
| Structured outputs | Yes | Yes |
| Code execution | Yes | 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: 2026-06-29. Data sourced from public model cards and provider documentation.