Mistral Medium 3.5 vs Nemotron-Nano-12B-v2-VL
Mistral Medium 3.5 (2026) and Nemotron-Nano-12B-v2-VL (2025) are frontier reasoning models from MistralAI and NVIDIA AI. Mistral Medium 3.5 ships a 256K-token context window, while Nemotron-Nano-12B-v2-VL ships a not-yet-sourced context window. On pricing, Nemotron-Nano-12B-v2-VL costs $0.2/1M input tokens versus $1.5/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit. It focuses on practical selection signals rather than broad model-family marketing.
Nemotron-Nano-12B-v2-VL is ~650% cheaper at $0.2/1M; pay for Mistral Medium 3.5 only for reasoning depth.
Decision scorecard
Local evidence first| Signal | Mistral Medium 3.5 | Nemotron-Nano-12B-v2-VL |
|---|---|---|
| Decision fit | Coding, RAG, and Agents | Vision and JSON / Tool use |
| Context window | 256K | — |
| Cheapest output | $7.5/1M tokens | $0.6/1M tokens |
| Provider routes | 2 tracked | 2 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Mistral Medium 3.5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Mistral Medium 3.5 uniquely exposes Reasoning, Function calling, and Tool use in local model data.
- Local decision data tags Mistral Medium 3.5 for Coding, RAG, and Agents.
- Nemotron-Nano-12B-v2-VL has the lower cheapest tracked output price at $0.6/1M tokens.
- Local decision data tags Nemotron-Nano-12B-v2-VL for Vision and JSON / Tool use.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Mistral Medium 3.5
$3,075
Cheapest tracked route: Mistral AI Studio
Nemotron-Nano-12B-v2-VL
$310
Cheapest tracked route: OpenRouter
Estimated monthly gap: $2,765. Batch, cache, and negotiated pricing are excluded from this local estimate.
Switch friction
- Provider overlap exists on OpenRouter; start route-level A/B tests there.
- Nemotron-Nano-12B-v2-VL is $6.9/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Reasoning, Function calling, and Tool use before moving production traffic.
- Provider overlap exists on OpenRouter; start route-level A/B tests there.
- Mistral Medium 3.5 is $6.9/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Mistral Medium 3.5 adds Reasoning, Function calling, and Tool use in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-04-29 | 2025-10-28 |
| Context window | 256K | — |
| Parameters | 128B | 12B |
| Architecture | decoder only | decoder only |
| License | Mistral License | Unknown |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Mistral Medium 3.5 | Nemotron-Nano-12B-v2-VL |
|---|---|---|
| Input price | $1.5/1M tokens | $0.2/1M tokens |
| Output price | $7.5/1M tokens | $0.6/1M tokens |
| Providers |
Capabilities
| Capability | Mistral Medium 3.5 | Nemotron-Nano-12B-v2-VL |
|---|---|---|
| Vision | Yes | Yes |
| Multimodal | Yes | Yes |
| Reasoning | Yes | No |
| Function calling | Yes | No |
| Tool use | Yes | No |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on reasoning mode: Mistral Medium 3.5, function calling: Mistral Medium 3.5, and tool use: Mistral Medium 3.5. Both models share vision, multimodal input, and structured outputs, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, Mistral Medium 3.5 lists $1.5/1M input and $7.5/1M output tokens, while Nemotron-Nano-12B-v2-VL lists $0.2/1M input and $0.6/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Nemotron-Nano-12B-v2-VL lower by about $2.98 per million blended tokens. Availability is 2 providers versus 2, so concentration risk also matters.
Choose Mistral Medium 3.5 when reasoning depth are central to the workload. Choose Nemotron-Nano-12B-v2-VL when vision-heavy evaluation and lower input-token cost are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.
FAQ
Which is cheaper, Mistral Medium 3.5 or Nemotron-Nano-12B-v2-VL?
Nemotron-Nano-12B-v2-VL is cheaper on tracked token pricing. Mistral Medium 3.5 costs $1.5/1M input and $7.5/1M output tokens. Nemotron-Nano-12B-v2-VL costs $0.2/1M input and $0.6/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Mistral Medium 3.5 or Nemotron-Nano-12B-v2-VL open source?
Mistral Medium 3.5 is listed under Mistral License. Nemotron-Nano-12B-v2-VL is listed under Unknown. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for vision, Mistral Medium 3.5 or Nemotron-Nano-12B-v2-VL?
Both Mistral Medium 3.5 and Nemotron-Nano-12B-v2-VL expose vision. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for multimodal input, Mistral Medium 3.5 or Nemotron-Nano-12B-v2-VL?
Both Mistral Medium 3.5 and Nemotron-Nano-12B-v2-VL expose multimodal input. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for reasoning mode, Mistral Medium 3.5 or Nemotron-Nano-12B-v2-VL?
Mistral Medium 3.5 has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Mistral Medium 3.5 and Nemotron-Nano-12B-v2-VL?
Mistral Medium 3.5 is available on Mistral AI Studio and OpenRouter. Nemotron-Nano-12B-v2-VL is available on NVIDIA NIM and OpenRouter. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
Continue comparing
Last reviewed: 2026-05-19. Data sourced from public model cards and provider documentation.