Llama 3.2 11B Vision vs Mistral Magistral Small 2509
Llama 3.2 11B Vision (2024) and Mistral Magistral Small 2509 (2025) are compact production models from AI at Meta and MistralAI. Llama 3.2 11B Vision ships a 128K-token context window, while Mistral Magistral Small 2509 ships a not-yet-sourced context window. On pricing, Llama 3.2 11B Vision costs $0.2/1M input tokens versus $0.5/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Llama 3.2 11B Vision is ~150% cheaper at $0.2/1M; pay for Mistral Magistral Small 2509 only for provider fit.
Decision scorecard
Local evidence first| Signal | Llama 3.2 11B Vision | Mistral Magistral Small 2509 |
|---|---|---|
| Decision fit | RAG, Long context, and Vision | General |
| Context window | 128K | — |
| Cheapest output | $0.27/1M tokens | $1.5/1M tokens |
| Provider routes | 1 tracked | 1 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Llama 3.2 11B Vision has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Llama 3.2 11B Vision has the lower cheapest tracked output price at $0.27/1M tokens.
- Llama 3.2 11B Vision uniquely exposes Vision and Structured outputs in local model data.
- Local decision data tags Llama 3.2 11B Vision for RAG, Long context, and Vision.
- Use Mistral Magistral Small 2509 when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Llama 3.2 11B Vision
$228
Cheapest tracked route: AWS Bedrock
Mistral Magistral Small 2509
$775
Cheapest tracked route: AWS Bedrock
Estimated monthly gap: $548. Batch, cache, and negotiated pricing are excluded from this local estimate.
Switch friction
- Provider overlap exists on AWS Bedrock; start route-level A/B tests there.
- Mistral Magistral Small 2509 is $1.23/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Check replacement coverage for Vision and Structured outputs before moving production traffic.
- Provider overlap exists on AWS Bedrock; start route-level A/B tests there.
- Llama 3.2 11B Vision is $1.23/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Llama 3.2 11B Vision adds Vision and Structured outputs in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-09-25 | 2025-09-01 |
| Context window | 128K | — |
| Parameters | 10.6B | — |
| Architecture | decoder only | - |
| License | Open Source | Proprietary |
| Knowledge cutoff | 2024-03 | - |
Pricing and availability
| Pricing attribute | Llama 3.2 11B Vision | Mistral Magistral Small 2509 |
|---|---|---|
| Input price | $0.2/1M tokens | $0.5/1M tokens |
| Output price | $0.27/1M tokens | $1.5/1M tokens |
| Providers |
Capabilities
| Capability | Llama 3.2 11B Vision | Mistral Magistral Small 2509 |
|---|---|---|
| Vision | Yes | No |
| Multimodal | No | No |
| Reasoning | No | No |
| Function calling | No | No |
| Tool use | No | No |
| Structured outputs | Yes | No |
| Code execution | No | No |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on vision: Llama 3.2 11B Vision and structured outputs: Llama 3.2 11B Vision. Both models share the core language-model surface, 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, Llama 3.2 11B Vision lists $0.2/1M input and $0.27/1M output tokens, while Mistral Magistral Small 2509 lists $0.5/1M input and $1.5/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Llama 3.2 11B Vision lower by about $0.58 per million blended tokens. Availability is 1 providers versus 1, so concentration risk also matters.
Choose Llama 3.2 11B Vision when vision-heavy evaluation and lower input-token cost are central to the workload. Choose Mistral Magistral Small 2509 when provider fit 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, Llama 3.2 11B Vision or Mistral Magistral Small 2509?
Llama 3.2 11B Vision is cheaper on tracked token pricing. Llama 3.2 11B Vision costs $0.2/1M input and $0.27/1M output tokens. Mistral Magistral Small 2509 costs $0.5/1M input and $1.5/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Llama 3.2 11B Vision or Mistral Magistral Small 2509 open source?
Llama 3.2 11B Vision is listed under Open Source. Mistral Magistral Small 2509 is listed under Proprietary. 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, Llama 3.2 11B Vision or Mistral Magistral Small 2509?
Llama 3.2 11B Vision has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for structured outputs, Llama 3.2 11B Vision or Mistral Magistral Small 2509?
Llama 3.2 11B Vision has the clearer documented structured outputs signal in this comparison. If structured outputs is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Llama 3.2 11B Vision and Mistral Magistral Small 2509?
Llama 3.2 11B Vision is available on AWS Bedrock. Mistral Magistral Small 2509 is available on AWS Bedrock. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Llama 3.2 11B Vision over Mistral Magistral Small 2509?
Llama 3.2 11B Vision is ~150% cheaper at $0.2/1M; pay for Mistral Magistral Small 2509 only for provider fit. If your workload also depends on vision-heavy evaluation, start with Llama 3.2 11B Vision; if it depends on provider fit, run the same evaluation with Mistral Magistral Small 2509.
Continue comparing
Last reviewed: 2026-05-11. Data sourced from public model cards and provider documentation.