Gemini Embedding 2 vs Voxtral Small
Pricing verdict: Gemini Embedding 2 vs Voxtral Small: Voxtral Small is cheaper for input-heavy usage ($0.10/M vs $0.20/M input tokens), while Voxtral Small is better for long-context tasks (32,000 tokens).
Direct answer: choose Voxtral Small for lower token spend and choose Voxtral Small when your workload needs longer context.
Compare API pricing, input and output token costs, context windows, and monthly estimates on one page so you can pick the right model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Gemini Embedding 2
Voxtral Small
Cost Differences
Both models cost the same at the default workload.
Quick Recommendation
Direct API pricing is a tie at the default workload: both land around $0.90/month. Pick Voxtral Small if you need the larger 32K context window; otherwise choose the model that better fits your workflow.
Feature Comparison
| Feature | Gemini Embedding 2 | Voxtral Small |
|---|---|---|
| Provider | Mistral AI | |
| Input Price | $0.20/1M tokens | $0.10/1M tokens |
| Output Price | $0.20/1M tokens | $0.40/1M tokens |
| Context Window | 8,192 tokens | 32,000 tokens |
| Max Output | 3,072 tokens | 8,192 tokens |
| Category | embedding | efficient |
| Capabilities | textvisionaudiovideoembeddings | textaudiotranscription |
| Release Date | 3/10/2026 | 7/15/2026 |
Gemini Embedding 2 vs Voxtral Small: Which Should You Choose?
Choosing between Gemini Embedding 2 and Voxtral Small depends on your priorities: cost efficiency, context length, or raw capability. Voxtral Small is the more affordable option at $0.10/1M input tokens — 50% cheaper than Gemini Embedding 2. Meanwhile, Voxtral Small offers a significantly larger context window at 32,000 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 Voxtral Small is efficient. This means they're optimized for different workloads. Voxtral Small 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 $0.40 for Voxtral Small. 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 Voxtral Small is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose Gemini Embedding 2 when:
- • You need more capabilities (vision, video, embeddings)
- • You're already using Google's API ecosystem
Choose Voxtral Small when:
- • Budget is a primary concern
- • You need a larger context window (32,000 tokens)
- • You need longer outputs (up to 8,192 tokens)
- • You're already using Mistral AI's API ecosystem
- • You're running high-volume, latency-sensitive workloads
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
- • Higher input cost than Voxtral Small
- • Smaller context window than Voxtral Small
Voxtral Small
- • Input pricing: $0.10/M tokens
- • Output pricing: $0.40/M tokens
- • Context window: 32,000 tokens
- • Max output: 8,192 tokens
Watch out for
- • 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)
Voxtral Small (Mistral AI)
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Sign Up for Mistral AI →Frequently Asked Questions
Which is cheaper, Gemini Embedding 2 or Voxtral Small?▼
What is the context window difference between Gemini Embedding 2 and Voxtral Small?▼
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Which model has better overall pricing for heavy usage?▼
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