Gemma 2 27B Instruct vs Together AI Mixtral-8x7B-Instruct-v0.1
Gemma 2 27B Instruct (2024) and Together AI Mixtral-8x7B-Instruct-v0.1 (2023) are compact production models from Google DeepMind and MistralAI. Gemma 2 27B Instruct ships a 8K-token context window, while Together AI Mixtral-8x7B-Instruct-v0.1 ships a 33K-token context window. On pricing, Gemma 2 27B Instruct costs $0.25/1M input tokens versus $0.4/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Gemma 2 27B Instruct is ~60% cheaper at $0.25/1M; pay for Together AI Mixtral-8x7B-Instruct-v0.1 only for long-context analysis.
Specs
| Released | 2024-06-27 | 2023-12-10 |
| Context window | 8K | 33K |
| Parameters | 27B | 56B |
| Architecture | decoder only | decoder only |
| License | Open Source | Open Source |
| Knowledge cutoff | - | 2023-12 |
Pricing and availability
| Gemma 2 27B Instruct | Together AI Mixtral-8x7B-Instruct-v0.1 | |
|---|---|---|
| Input price | $0.25/1M tokens | $0.4/1M tokens |
| Output price | $0.75/1M tokens | $0.4/1M tokens |
| Providers |
Capabilities
| Gemma 2 27B Instruct | Together AI Mixtral-8x7B-Instruct-v0.1 | |
|---|---|---|
| Vision | ||
| Multimodal | ||
| Reasoning | ||
| Function calling | ||
| Tool use | ||
| Structured outputs | ||
| Code execution |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on structured outputs: Gemma 2 27B Instruct. 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 2 27B Instruct lists $0.25/1M input and $0.75/1M output tokens, while Together AI Mixtral-8x7B-Instruct-v0.1 lists $0.4/1M input and $0.4/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Gemma 2 27B Instruct lower by about $0 per million blended tokens. Availability is 5 providers versus 1, so concentration risk also matters.
Choose Gemma 2 27B Instruct when provider fit, lower input-token cost, and broader provider choice are central to the workload. Choose Together AI Mixtral-8x7B-Instruct-v0.1 when long-context analysis and larger context windows 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 2 27B Instruct or Together AI Mixtral-8x7B-Instruct-v0.1?
Together AI Mixtral-8x7B-Instruct-v0.1 supports 33K tokens, while Gemma 2 27B Instruct supports 8K 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 2 27B Instruct or Together AI Mixtral-8x7B-Instruct-v0.1?
Gemma 2 27B Instruct is cheaper on tracked token pricing. Gemma 2 27B Instruct costs $0.25/1M input and $0.75/1M output tokens. Together AI Mixtral-8x7B-Instruct-v0.1 costs $0.4/1M input and $0.4/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Gemma 2 27B Instruct or Together AI Mixtral-8x7B-Instruct-v0.1 open source?
Gemma 2 27B Instruct is listed under Open Source. Together AI Mixtral-8x7B-Instruct-v0.1 is listed under Open Source. 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 2 27B Instruct or Together AI Mixtral-8x7B-Instruct-v0.1?
Gemma 2 27B Instruct 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 2 27B Instruct and Together AI Mixtral-8x7B-Instruct-v0.1?
Gemma 2 27B Instruct is available on NVIDIA NIM, OpenRouter, Fireworks AI, Arcee AI, and Replicate API. Together AI Mixtral-8x7B-Instruct-v0.1 is available on Together AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Gemma 2 27B Instruct over Together AI Mixtral-8x7B-Instruct-v0.1?
Gemma 2 27B Instruct is ~60% cheaper at $0.25/1M; pay for Together AI Mixtral-8x7B-Instruct-v0.1 only for long-context analysis. If your workload also depends on provider fit, start with Gemma 2 27B Instruct; if it depends on long-context analysis, run the same evaluation with Together AI Mixtral-8x7B-Instruct-v0.1.
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Last reviewed: 2026-04-24. Data sourced from public model cards and provider documentation.