Llama 3.1 Nemotron Nano VL 8B v1 vs Mistral Large 3 675B Instruct
Llama 3.1 Nemotron Nano VL 8B v1 (2025) and Mistral Large 3 675B Instruct (2025) are compact production models from NVIDIA AI and MistralAI. Llama 3.1 Nemotron Nano VL 8B v1 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 3.1 Nemotron Nano VL 8B v1 for tighter calls.
Decision scorecard
Local evidence first| Signal | Llama 3.1 Nemotron Nano VL 8B v1 | Mistral Large 3 675B Instruct |
|---|---|---|
| Best for | multimodal apps | multimodal apps and provider-routed production |
| Decision fit | Vision | 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
- Local decision data tags Llama 3.1 Nemotron Nano VL 8B v1 for Vision.
- 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 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 3.1 Nemotron Nano VL 8B v1
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 Structured outputs in local capability data.
- Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
- Check replacement coverage for Structured outputs before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-03-01 | 2025-12-01 |
| Context window | 4k | 128k |
| Parameters | 8B | 675B |
| Architecture | Decoder Only | Decoder Only |
| License | Llama 3 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 | - | 2024-11 |
Pricing and availability
| Pricing attribute | Llama 3.1 Nemotron Nano VL 8B v1 | Mistral Large 3 675B Instruct |
|---|---|---|
| Input price | - | $0.50/1M tokens |
| Output price | - | $1.50/1M tokens |
| Providers |
Capabilities
| Capability | Llama 3.1 Nemotron Nano VL 8B v1 | Mistral Large 3 675B Instruct |
|---|---|---|
| Vision | Yes | Yes |
| Multimodal | Yes | 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 3.1 Nemotron Nano VL 8B v1 vs Qwen2-7B-Instruct
- DeepSeek V4 Flash vs Mistral Large 3 675B 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
- Hunyuan Hy3 Preview vs Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 2 7B
- Kimi K2.5 vs Mistral Large 3 675B Instruct
Popular comparisons for Llama 3.1 Nemotron Nano VL 8B v1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Hunyuan Hy3 Preview
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 2 7B
- Llama 3.1 Nemotron Nano VL 8B v1 vs GPT-1
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 3.1 Swallow 8B Instruct
- Llama 3.1 Nemotron Nano VL 8B v1 vs Llama 3.1 NemoGuard 8B Content Safety
- Llama 3.1 Nemotron Nano VL 8B v1 vs Marin 8B Instruct
Popular comparisons for Mistral Large 3 675B Instruct
Last reviewed: 2026-09-22. Data sourced from public model cards and provider documentation.