Gemini Embedding 2 vs Magistral Medium
Compare Google and Mistral AI AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini Embedding 2
Magistral Medium
Cost Differences
Magistral Medium costs more than Gemini Embedding 2
Feature Comparison
| Feature | Gemini Embedding 2 | Magistral Medium |
|---|---|---|
| Provider | Mistral AI | |
| Input Price | $0.20/1M tokens | $2.00/1M tokens |
| Output Price | $0.20/1M tokens | $5.00/1M tokens |
| Context Window | 8,192 tokens | 128,000 tokens |
| Max Output | 3,072 tokens | 32,768 tokens |
| Category | embedding | reasoning |
| Capabilities | textvisionaudiovideoembeddings | textreasoning |
| Release Date | 3/10/2026 | 12/15/2025 |
Gemini Embedding 2 vs Magistral Medium: Which Should You Choose?
Choosing between Gemini Embedding 2 and Magistral Medium depends on your priorities: cost efficiency, context length, or raw capability. Gemini Embedding 2 is the more affordable option at $0.20/1M input tokens — 90% cheaper than Magistral Medium. Meanwhile, Magistral Medium offers a significantly larger context window at 128,000 tokens vs 8,192 for Gemini Embedding 2.
These models come from different providers — Google and Mistral AI — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with Google, switching to Mistral AIinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: Gemini Embedding 2 is a embedding model while Magistral Medium is reasoning. This means they're optimized for different workloads. Magistral Medium targets more demanding workloads, while Gemini Embedding 2 provides a cost-effective option for everyday tasks.
Output costs matter too. Gemini Embedding 2 charges $0.20/1M output tokens vs $5.00 for Magistral Medium. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. Gemini Embedding 2 has the edge here at $0.20/1M output tokens.
Multimodal capabilities: Gemini Embedding 2 supports vision (image inputs) while Magistral Medium is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose Gemini Embedding 2 when:
- • Budget is a primary concern
- • You need more capabilities (vision, audio, video, embeddings)
- • You're already using Google's API ecosystem
Choose Magistral Medium when:
- • You need a larger context window (128,000 tokens)
- • You need longer outputs (up to 32,768 tokens)
- • You're already using Mistral AI's API ecosystem
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Gemini Embedding 2 (Google)
Magistral Medium (Mistral AI)
Start using Gemini Embedding 2 today
Sign Up for Google →Start using Magistral Medium today
Sign Up for Mistral AI →