Llama 3 Swallow 70B Instruct vs Mistral Large 3 675B Instruct
Llama 3 Swallow 70B Instruct (2024) and Mistral Large 3 675B Instruct (2025) are compact production models from Tokyo Institute of Technology and MistralAI. Llama 3 Swallow 70B Instruct ships a 4k-token context window, while Mistral Large 3 675B Instruct ships a 128k-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.
Mistral Large 3 675B Instruct fits 32x more tokens; pick it for long-context work and Llama 3 Swallow 70B Instruct for tighter calls.
Decision scorecard
Local evidence first| Signal | Llama 3 Swallow 70B Instruct | Mistral Large 3 675B Instruct |
|---|---|---|
| Best for | general production evaluation | multimodal apps and provider-routed production |
| Decision fit | General | Coding, RAG, and Agents |
| Context window | 4k | 128k |
| Cheapest output | - | $1.50/1M tokens |
| Provider routes | 1 tracked | 6 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.
- Mistral Large 3 675B Instruct has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Mistral Large 3 675B Instruct has broader tracked provider coverage for fallback and route flexibility.
- Mistral Large 3 675B Instruct uniquely exposes Vision, Multimodal, and Structured outputs in local model data.
- Local decision data tags Mistral Large 3 675B Instruct for Coding, RAG, and Agents.
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
Mistral Large 3 675B Instruct
$775
Cheapest tracked route/tier: OpenRouter
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.
- Mistral Large 3 675B Instruct adds Vision, Multimodal, and Structured outputs in local capability data.
- Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
- Check replacement coverage for Vision, Multimodal, and Structured outputs before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-06-01 | 2025-12-01 |
| Context window | 4k | 128k |
| Parameters | 70B | 675B |
| Architecture | Decoder Only | Decoder Only |
| License | Llama 2 Community | Apache 2.0OSI-approved |
| Openness | Open weights | Open source |
| Weights | Unknown | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: permitted |
| Knowledge cutoff | 2023 | 2024-11 |
Pricing and availability
| Pricing attribute | Llama 3 Swallow 70B Instruct | Mistral Large 3 675B Instruct |
|---|---|---|
| Input price | - | $0.50/1M tokens |
| Output price | - | $1.50/1M tokens |
| Providers |
Capabilities
| Capability | Llama 3 Swallow 70B Instruct | Mistral Large 3 675B Instruct |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | No | Yes |
| 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 Qwen2-7B-Instruct
- ELYZA Japanese Llama 2 7B vs Llama 3 Swallow 70B Instruct
- DeepSeek V4 Flash vs Mistral Large 3 675B Instruct
- ELYZA Japanese Llama 2 13B vs Llama 3 Swallow 70B Instruct
- GPT-5.5 vs Mistral Large 3 675B Instruct
- Mistral Large 3 675B Instruct vs Mistral Nemotron
- GLM-5 vs Mistral Large 3 675B Instruct
- Kimi K2.5 vs Mistral Large 3 675B Instruct
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 Mistral Large 3 675B Instruct
Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.