Gemini Embedding 2 vs Mistral Medium 3
Gemini Embedding 2 vs Mistral Medium 3: Gemini Embedding 2 is cheaper for input-heavy usage ($0.20/M vs $0.40/M input tokens), while Mistral Medium 3 is better for long-context tasks (128,000 tokens).
Direct answer: choose Gemini Embedding 2 for lower token spend and choose Mistral Medium 3 when your workload needs longer context.
Compare input and output token pricing, context windows, and monthly cost estimates on one page so you can pick the cheaper model fast.
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
Quick Recommendation
Winner for direct API pricing: Gemini Embedding 2. At the default workload, Gemini Embedding 2 saves about $3.30/month ($40.15/year) versus Mistral Medium 3.
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
Pros and Caveats at a Glance
Gemini Embedding 2
- • Input pricing: $0.20/M tokens
- • Output pricing: $0.20/M tokens
- • Context window: 8,192 tokens
- • Max output: 3,072 tokens
Watch out for
- • Smaller context window than Mistral Medium 3
Mistral Medium 3
- • Input pricing: $0.40/M tokens
- • Output pricing: $2.00/M tokens
- • Context window: 128,000 tokens
- • Max output: 16,384 tokens
Watch out for
- • Higher input cost than Gemini Embedding 2
- • Higher output cost than Gemini Embedding 2
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)
Start using Gemini Embedding 2 today
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Sign Up for Mistral AI →Frequently Asked Questions
Which is cheaper, Gemini Embedding 2 or Mistral Medium 3?▼
What is the context window difference between Gemini Embedding 2 and Mistral Medium 3?▼
Which model is better for AI Chatbot?▼
Which model has better overall pricing for heavy usage?▼
Where can I compare Google and Mistral AI API pricing beyond this model matchup?▼
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