Gemma 3 12B (free) vs Mistral NeMo (2407)
Gemma 3 12B (free) (2026) and Mistral NeMo (2407) (2024) are compact production models from Google DeepMind and MistralAI. Gemma 3 12B (free) ships a 33K-token context window, while Mistral NeMo (2407) ships a 128K-token context window. On pricing, Mistral NeMo (2407) costs $0.02/1M input tokens versus $0.04/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Mistral NeMo (2407) is ~100% cheaper at $0.02/1M; pay for Gemma 3 12B (free) only for provider fit.
Decision scorecard
Local evidence first| Signal | Gemma 3 12B (free) | Mistral NeMo (2407) |
|---|---|---|
| Decision fit | Classification and JSON / Tool use | Long context |
| Context window | 33K | 128K |
| Cheapest output | $0.13/1M tokens | $0.03/1M tokens |
| Provider routes | 3 tracked | 5 tracked |
| Shared benchmarks | 0 rows | 0 rows |
Decision tradeoffs
- Gemma 3 12B (free) uniquely exposes Structured outputs in local model data.
- Local decision data tags Gemma 3 12B (free) for Classification and JSON / Tool use.
- Mistral NeMo (2407) has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Mistral NeMo (2407) has the lower cheapest tracked output price at $0.03/1M tokens.
- Mistral NeMo (2407) has broader tracked provider coverage for fallback and procurement flexibility.
- Local decision data tags Mistral NeMo (2407) for Long context.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output prices on this page.
Gemma 3 12B (free)
$64.50
Cheapest tracked route: OpenRouter
Mistral NeMo (2407)
$23.50
Cheapest tracked route: OpenRouter
Estimated monthly gap: $41.00. 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.
- Mistral NeMo (2407) is $0.1/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Structured outputs before moving production traffic.
- Provider overlap exists on OpenRouter; start route-level A/B tests there.
- Gemma 3 12B (free) is $0.1/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Gemma 3 12B (free) adds Structured outputs in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-01-01 | 2024-07-18 |
| Context window | 33K | 128K |
| Parameters | — | 12B |
| Architecture | decoder only | decoder only |
| License | Open Source | Apache 2.0 |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | Gemma 3 12B (free) | Mistral NeMo (2407) |
|---|---|---|
| Input price | $0.04/1M tokens | $0.02/1M tokens |
| Output price | $0.13/1M tokens | $0.03/1M tokens |
| Providers |
Capabilities
| Capability | Gemma 3 12B (free) | Mistral NeMo (2407) |
|---|---|---|
| Vision | No | 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 structured outputs: Gemma 3 12B (free). 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, Gemma 3 12B (free) lists $0.04/1M input and $0.13/1M output tokens, while Mistral NeMo (2407) lists $0.02/1M input and $0.03/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Mistral NeMo (2407) lower by about $0.04 per million blended tokens. Availability is 3 providers versus 5, so concentration risk also matters.
Choose Gemma 3 12B (free) when provider fit are central to the workload. Choose Mistral NeMo (2407) when long-context analysis, larger context windows, 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 has a larger context window, Gemma 3 12B (free) or Mistral NeMo (2407)?
Mistral NeMo (2407) supports 128K tokens, while Gemma 3 12B (free) supports 33K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Which is cheaper, Gemma 3 12B (free) or Mistral NeMo (2407)?
Mistral NeMo (2407) is cheaper on tracked token pricing. Gemma 3 12B (free) costs $0.04/1M input and $0.13/1M output tokens. Mistral NeMo (2407) costs $0.02/1M input and $0.03/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Gemma 3 12B (free) or Mistral NeMo (2407) open source?
Gemma 3 12B (free) is listed under Open Source. Mistral NeMo (2407) is listed under Apache 2.0. 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 structured outputs, Gemma 3 12B (free) or Mistral NeMo (2407)?
Gemma 3 12B (free) 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 Gemma 3 12B (free) and Mistral NeMo (2407)?
Gemma 3 12B (free) is available on AWS Bedrock, OpenRouter, and GCP Vertex AI. Mistral NeMo (2407) is available on Mistral AI Studio, OpenRouter, Fireworks AI, Bitdeer AI, and SiliconFlow. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Gemma 3 12B (free) over Mistral NeMo (2407)?
Mistral NeMo (2407) is ~100% cheaper at $0.02/1M; pay for Gemma 3 12B (free) only for provider fit. If your workload also depends on provider fit, start with Gemma 3 12B (free); if it depends on long-context analysis, run the same evaluation with Mistral NeMo (2407).
Continue comparing
Last reviewed: 2026-05-11. Data sourced from public model cards and provider documentation.