Llama 3 Swallow 70B Instruct vs Llama 3.1 NemoGuard 8B Content Safety
Llama 3 Swallow 70B Instruct (2024) and Llama 3.1 NemoGuard 8B Content Safety (2025) are compact production models from Tokyo Institute of Technology and NVIDIA AI. Llama 3 Swallow 70B Instruct ships a 4k-token context window, while Llama 3.1 NemoGuard 8B Content Safety ships a 4k-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.
Llama 3.1 NemoGuard 8B Content Safety is safer overall; choose Llama 3 Swallow 70B Instruct when provider fit matters.
Decision scorecard
Local evidence first| Signal | Llama 3 Swallow 70B Instruct | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| Best for | general production evaluation | general production evaluation |
| Decision fit | General | Classification |
| Context window | 4k | 4k |
| Cheapest output | - | - |
| Provider routes | 1 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Use Llama 3 Swallow 70B Instruct when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
- Local decision data tags Llama 3.1 NemoGuard 8B Content Safety for Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Llama 3 Swallow 70B Instruct
Unavailable
No complete token price in local provider data
Llama 3.1 NemoGuard 8B Content Safety
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
- Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-06-01 | 2025-01-01 |
| Context window | 4k | 4k |
| Parameters | 70B | 8B |
| Architecture | Decoder Only | Decoder Only |
| License | Llama 2 Community | Open Weights |
| Openness | Open weights | Open weights |
| Weights | Unknown | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | - |
| Knowledge cutoff | 2023 | - |
Pricing and availability
| Pricing attribute | Llama 3 Swallow 70B Instruct | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers |
Pricing not yet sourced for either model.
Capabilities
| Capability | Llama 3 Swallow 70B Instruct | Llama 3.1 NemoGuard 8B Content Safety |
|---|---|---|
| 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.
Continue comparing
- Llama 3 Swallow 70B Instruct vs Llama 3.1 NemoGuard 8B Topic Control
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- Llama 3.1 NemoGuard 8B Content Safety vs Swallow 30B
- ELYZA Japanese Llama 2 7B vs Llama 3 Swallow 70B Instruct
- ELYZA Japanese Llama 2 13B vs Llama 3 Swallow 70B Instruct
- Llama 3.1 NemoGuard 8B Content Safety vs text-curie
- Llama 3.1 NemoGuard 8B Content Safety vs ShieldGemma 9B
- Bielik 11B v2.6 Instruct vs Llama 3 Swallow 70B Instruct
- Llama 3 Swallow 70B Instruct vs Llama 3.3 Nemotron Super 49B v1
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano 4B v1.1
Popular comparisons for Llama 3 Swallow 70B Instruct
- Llama 3 Swallow 70B Instruct vs ELYZA Japanese Llama 2 7B
- Llama 3 Swallow 70B Instruct vs ELYZA Japanese Llama 2 13B
- Llama 3 Swallow 70B Instruct vs Bielik 11B v2.6 Instruct
- Llama 3 Swallow 70B Instruct vs Llama 3.3 Nemotron Super 49B v1
- Llama 3 Swallow 70B Instruct vs Hunyuan Hy3 Preview
- Llama 3 Swallow 70B Instruct vs Llama 3 Taiwan 70B Instruct
Popular comparisons for Llama 3.1 NemoGuard 8B Content Safety
- Llama 3.1 NemoGuard 8B Content Safety vs text-curie
- Llama 3.1 NemoGuard 8B Content Safety vs ShieldGemma 9B
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano 4B v1.1
- Llama 3.1 NemoGuard 8B Content Safety vs Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 NemoGuard 8B Content Safety vs Qwen2-7B-Instruct
- Llama 3.1 NemoGuard 8B Content Safety vs Granite Guardian 3.0 8B
Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.