Gemini Embedding 2 vs Mistral Medium 3
Compare Google and Mistral AI AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini Embedding 2
Mistral Medium 3
Cost Differences
Mistral Medium 3 costs more than Gemini Embedding 2
Feature Comparison
| Feature | Gemini Embedding 2 | Mistral Medium 3 |
|---|---|---|
| Provider | Mistral AI | |
| Input Price | $0.20/1M tokens | $0.40/1M tokens |
| Output Price | $0.20/1M tokens | $2.00/1M tokens |
| Context Window | 8,192 tokens | 128,000 tokens |
| Max Output | 3,072 tokens | 16,384 tokens |
| Category | embedding | balanced |
| Capabilities | textvisionaudiovideoembeddings | textcode |
| Release Date | 3/10/2026 | 5/7/2025 |
Gemini Embedding 2 vs Mistral Medium 3: Which Should You Choose?
Choosing between Gemini Embedding 2 and Mistral Medium 3 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 — 50% cheaper than Mistral Medium 3. Meanwhile, Mistral Medium 3 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 Mistral Medium 3 is balanced. This means they're optimized for different workloads. Mistral Medium 3 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 $2.00 for Mistral Medium 3. 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 Mistral Medium 3 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 Mistral Medium 3 when:
- • You need a larger context window (128,000 tokens)
- • You need longer outputs (up to 16,384 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)
Mistral Medium 3 (Mistral AI)
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